Model profile · OpenAI

GPT-5.6 Sol

Closed weightsfrontier · registry tag 2026 flagship

Visible tradeoffs

Reads as visible tradeoffs across the resolved source data. Capability fit excludes speed and cost.

Visible coverage: 55.5%
Verified coverage: 55.5%
Spread: 84.5%
Last verified: Oct 3, 2026

74%capability fit

textcodevisiondocumentsearch23 aliases46 official source links

Open compare

Data version

Current snapshot.

Published Oct 3, 2026Model list checked4 stale sources105 claim warnings9 providers · 1334 tracked models

The registry snapshot and page stamp are shown so a stale deploy is visible at a glance. View live data status.

Source-linked scores by benchmark

Each row keeps the benchmark source, source type, raw metric, and percentile inside its fair comparison set. Capability summaries exclude archived categories, speed, and cost; those rows remain below.

Visible tradeoffsThis model currently reads as visible tradeoffs across the resolved source data.

Chat / text36 benchmarks80.2%

Intelligence Index

AA · Chat / text · Combined

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #95 · Source label: GPT-5.6 Sol (Non-reasoning)

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 28
Percentile: 83.1%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `intelligenceIndex`.

83.1% percentile inside its fair comparison set

28Raw benchmark value

AA-Omniscience accuracy

AA · Chat / text · Objective

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #51 · Source label: GPT-5.6 Sol (Non-reasoning)

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 48.7%
Percentile: 89%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `omniscienceAccuracy`.

89% percentile inside its fair comparison set

48.7%Raw benchmark value

AA-Omniscience non-hallucination

AA · Chat / text · Objective

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #384 · Source label: GPT-5.6 Sol (Non-reasoning)

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 7.2%
Percentile: 15.5%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `omniscienceNonHallucination`.

15.5% percentile inside its fair comparison set

7.2%Raw benchmark value

IFBench

AA · Chat / text · Objective

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #46 · Source label: GPT-5.6 Sol (Low)

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 66.5%
Percentile: 87.1%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `ifbench`.

87.1% percentile inside its fair comparison set

66.5%Raw benchmark value

Input price

AA · Chat / text · Speed / cost

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #314 · Source label: GPT-5.6 Sol (Xhigh)

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: $4 /1M input tokens
Percentile: 11.6%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `price1mInputTokens`.

11.6% percentile inside its fair comparison set

$4 /1M input tokensRaw benchmark value

Output price

AA · Chat / text · Speed / cost

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #316 · Source label: GPT-5.6 Sol (Xhigh)

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: $20 /1M output tokens
Percentile: 11%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `price1mOutputTokens`.

11% percentile inside its fair comparison set

$20 /1M output tokensRaw benchmark value

Output Speed

AA · Chat / text · Speed / cost

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #166 · Source label: GPT-5.6 Sol (Non-reasoning)

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 68.5 tokens/s
Percentile: 37%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `medianOutputTokensPerSecond`.

37% percentile inside its fair comparison set

68.5 tokens/sRaw benchmark value

Time to first token

AA · Chat / text · Speed / cost

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #250 · Source label: GPT-5.6 Sol (Max)

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 112.99s
Percentile: 5.7%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `medianTimeToFirstTokenSeconds`.

5.7% percentile inside its fair comparison set

112.99sRaw benchmark value

Time to first answer token

AA · Chat / text · Speed / cost

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #248 · Source label: GPT-5.6 Sol (Max)

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 112.99s
Percentile: 5.7%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `medianTimeToFirstAnswerTokenSeconds`.

5.7% percentile inside its fair comparison set

112.99sRaw benchmark value

Text Arena

AR · Chat / text · Human

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #20 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,484
Percentile: 94.9%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: overall. Source rank: #20. Votes: 36656. Organization: openai. License: Proprietary.

94.9% percentile inside its fair comparison set

1,484Raw benchmark valueCI 1,479 - 1,488

Text Arena · Creative Writing

AR · Chat / text · Human

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #19 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,468
Percentile: 95.2%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: creative_writing. Source rank: #19. Votes: 7537. Organization: openai. License: Proprietary.

95.2% percentile inside its fair comparison set

1,468Raw benchmark valueCI 1,460 - 1,476

Text Arena · English

AR · Chat / text · Human

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #25 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,489
Percentile: 93.6%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: english. Source rank: #25. Votes: 14827. Organization: openai. License: Proprietary.

93.6% percentile inside its fair comparison set

1,489Raw benchmark valueCI 1,483 - 1,495

Text Arena · Exclude Ties

AR · Chat / text · Human

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #20 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,499
Percentile: 94.9%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: exclude_ties. Source rank: #20. Votes: 27584. Organization: openai. License: Proprietary.

94.9% percentile inside its fair comparison set

1,499Raw benchmark valueCI 1,494 - 1,505

Text Arena · Hard Prompts

AR · Chat / text · Human

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #17 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,511
Percentile: 95.7%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: hard_prompts. Source rank: #17. Votes: 24027. Organization: openai. License: Proprietary.

95.7% percentile inside its fair comparison set

1,511Raw benchmark valueCI 1,505 - 1,516

Text Arena · Hard Prompts English

AR · Chat / text · Human

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #20 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,509
Percentile: 94.9%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: hard_prompts_english. Source rank: #20. Votes: 9683. Organization: openai. License: Proprietary.

94.9% percentile inside its fair comparison set

1,509Raw benchmark valueCI 1,502 - 1,516

Text Arena · Instruction Following

AR · Chat / text · Human

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #12 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,490
Percentile: 97.1%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: instruction_following. Source rank: #12. Votes: 12824. Organization: openai. License: Proprietary.

97.1% percentile inside its fair comparison set

1,490Raw benchmark valueCI 1,484 - 1,497

Text Arena · Longer Query

AR · Chat / text · Human

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #18 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,498
Percentile: 95.2%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: longer_query. Source rank: #18. Votes: 17036. Organization: openai. License: Proprietary.

95.2% percentile inside its fair comparison set

1,498Raw benchmark valueCI 1,492 - 1,504

Text Arena · Multi Turn

AR · Chat / text · Human

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #27 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,487
Percentile: 93%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: multi_turn. Source rank: #27. Votes: 6031. Organization: openai. License: Proprietary.

93% percentile inside its fair comparison set

1,487Raw benchmark valueCI 1,479 - 1,495

Text Arena · No Style Control

AR · Chat / text · Human

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #41 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,456
Percentile: 89.4%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: overall. Source rank: #43. Votes: 36656. Organization: openai. License: Proprietary.

89.4% percentile inside its fair comparison set

1,456Raw benchmark valueCI 1,452 - 1,461

Text Arena · Creative Writing · No Style Control

AR · Chat / text · Human

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #33 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,448
Percentile: 91.4%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: creative_writing. Source rank: #35. Votes: 7537. Organization: openai. License: Proprietary.

91.4% percentile inside its fair comparison set

1,448Raw benchmark valueCI 1,440 - 1,456

Text Arena · English · No Style Control

AR · Chat / text · Human

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #49 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,457
Percentile: 87.2%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: english. Source rank: #51. Votes: 14827. Organization: openai. License: Proprietary.

87.2% percentile inside its fair comparison set

1,457Raw benchmark valueCI 1,452 - 1,463

Text Arena · Exclude Ties · No Style Control

AR · Chat / text · Human

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #40 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,458
Percentile: 89.6%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: exclude_ties. Source rank: #42. Votes: 27584. Organization: openai. License: Proprietary.

89.6% percentile inside its fair comparison set

1,458Raw benchmark valueCI 1,452 - 1,463

Text Arena · Hard Prompts · No Style Control

AR · Chat / text · Human

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #33 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,482
Percentile: 91.5%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: hard_prompts. Source rank: #35. Votes: 24027. Organization: openai. License: Proprietary.

91.5% percentile inside its fair comparison set

1,482Raw benchmark valueCI 1,477 - 1,488

Text Arena · Hard Prompts English · No Style Control

AR · Chat / text · Human

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #39 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,476
Percentile: 89.8%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: hard_prompts_english. Source rank: #41. Votes: 9683. Organization: openai. License: Proprietary.

89.8% percentile inside its fair comparison set

1,476Raw benchmark valueCI 1,469 - 1,483

Text Arena · Instruction Following · No Style Control

AR · Chat / text · Human

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #16 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,482
Percentile: 96%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: instruction_following. Source rank: #16. Votes: 12824. Organization: openai. License: Proprietary.

96% percentile inside its fair comparison set

1,482Raw benchmark valueCI 1,475 - 1,488

Text Arena · Longer Query · No Style Control

AR · Chat / text · Human

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #28 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,480
Percentile: 92.4%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: longer_query. Source rank: #29. Votes: 17036. Organization: openai. License: Proprietary.

92.4% percentile inside its fair comparison set

1,480Raw benchmark valueCI 1,474 - 1,486

Text Arena · Multi Turn · No Style Control

AR · Chat / text · Human

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #44 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,459
Percentile: 88.5%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: multi_turn. Source rank: #47. Votes: 6031. Organization: openai. License: Proprietary.

88.5% percentile inside its fair comparison set

1,459Raw benchmark valueCI 1,450 - 1,467

Instruction following

LB · Chat / text · Objective

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #21 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 71.8%
Percentile: 69.2%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Category: IF. Tasks scored: 4.

69.2% percentile inside its fair comparison set

71.8%Raw benchmark value

Language

LB · Chat / text · Objective

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #8 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 87.7%
Percentile: 89.2%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Category: Language. Tasks scored: 3.

89.2% percentile inside its fair comparison set

87.7%Raw benchmark value

Paraphrase

LB · Chat / text · Objective

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #22 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 71.5%
Percentile: 67.7%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: paraphrase. Category: IF.

67.7% percentile inside its fair comparison set

71.5%Raw benchmark value

Simplify

LB · Chat / text · Objective

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #11 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 70.5%
Percentile: 84.6%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: simplify. Category: IF.

84.6% percentile inside its fair comparison set

70.5%Raw benchmark value

Story generation

LB · Chat / text · Objective

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #15 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 75.9%
Percentile: 78.5%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: story_generation. Category: IF.

78.5% percentile inside its fair comparison set

75.9%Raw benchmark value

Summarize

LB · Chat / text · Objective

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #36 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 69.4%
Percentile: 46.2%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: summarize. Category: IF.

46.2% percentile inside its fair comparison set

69.4%Raw benchmark value

Connections

LB · Chat / text · Objective

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #5 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 100%
Percentile: 100%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: connections. Category: Language.

100% percentile inside its fair comparison set

100%Raw benchmark value

Plot unscrambling

LB · Chat / text · Objective

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #4 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 79.1%
Percentile: 95.4%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: plot_unscrambling. Category: Language.

95.4% percentile inside its fair comparison set

79.1%Raw benchmark value

Typos

LB · Chat / text · Objective

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #18 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 84%
Percentile: 80%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: typos. Category: Language.

80% percentile inside its fair comparison set

84%Raw benchmark value

Coding20 benchmarks61.7%

Terminal-Bench Hard

AA · Coding · Objective

It tells you whether the model can generate, repair, and reason over code under evaluator pressure rather than marketing examples.

Rank #2 · Source label: GPT-5.6 Sol (Low)

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 60.6%
Percentile: 99.7%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `terminalbenchHard`.

99.7% percentile inside its fair comparison set

60.6%Raw benchmark value

SciCode

AA · Coding · Objective

It tells you whether the model can generate, repair, and reason over code under evaluator pressure rather than marketing examples.

Rank #98 · Source label: GPT-5.6 Sol (Non-reasoning)

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 47.7%
Percentile: 51%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `scicode`.

51% percentile inside its fair comparison set

47.7%Raw benchmark value

HiL-Bench

SL · Coding · Rubric

It tells you whether the model can generate, repair, and reason over code under evaluator pressure rather than marketing examples.

Rank #11 · Source label: GPT 5.6 Sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Scale Labs
Raw value: 32.3%
Percentile: 37.5%
Last updated: recent
Eligibility: headline eligible

Parsed from the public Scale Labs page for scale-hil-bench. Reported model configuration: GPT 5.6 Sol. Collapse policy: highest reported score per canonical model.

37.5% percentile inside its fair comparison set

32.3%Raw benchmark value

Text Arena · Coding

AR · Coding · Human

It tells you whether the model can generate, repair, and reason over code under evaluator pressure rather than marketing examples.

Rank #14 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,534
Percentile: 96.5%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: coding. Source rank: #14. Votes: 9943. Organization: openai. License: Proprietary.

96.5% percentile inside its fair comparison set

1,534Raw benchmark valueCI 1,527 - 1,541

Text Arena · Coding · No Style Control

AR · Coding · Human

It tells you whether the model can generate, repair, and reason over code under evaluator pressure rather than marketing examples.

Rank #29 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,496
Percentile: 92.5%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: coding. Source rank: #29. Votes: 9943. Organization: openai. License: Proprietary.

92.5% percentile inside its fair comparison set

1,496Raw benchmark valueCI 1,489 - 1,503

Vibe Code Bench v1.1

VALS-AI · Coding · Objective

It tells you whether the model can generate, repair, and reason over code under evaluator pressure rather than marketing examples.

Rank #19 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 80.5%
Percentile: 80.6%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: vibe-code; provider: OpenAI.

80.6% percentile inside its fair comparison set

80.5%Raw benchmark valueCI 73.2% - 87.8%

Code Migration

VALS-AI · Coding · Objective

It tells you whether the model can generate, repair, and reason over code under evaluator pressure rather than marketing examples.

Rank #10 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 52.9%
Percentile: 86.8%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: code-migration; provider: OpenAI.

86.8% percentile inside its fair comparison set

52.9%Raw benchmark valueCI 44.4% - 61.4%

IOI

VALS-AI · Coding · Objective

It tells you whether the model can generate, repair, and reason over code under evaluator pressure rather than marketing examples.

Rank #5 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 91.2%
Percentile: 89.2%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: ioi; provider: OpenAI.

89.2% percentile inside its fair comparison set

91.2%Raw benchmark valueCI 82.3% - 100%

ProgramBench

VALS-AI · Coding · Objective

It tells you whether the model can generate, repair, and reason over code under evaluator pressure rather than marketing examples.

Rank #12 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 1.5%
Percentile: 81%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: programbench; provider: OpenAI.

81% percentile inside its fair comparison set

1.5%Raw benchmark valueCI 0% - 3.2%

Terminal-Bench 2.1

VALS-AI · Coding · Objective

It tells you whether the model can generate, repair, and reason over code under evaluator pressure rather than marketing examples.

Rank #3 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 85.8%
Percentile: 97%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: terminal-bench-2-1; provider: OpenAI.

97% percentile inside its fair comparison set

85.8%Raw benchmark valueCI 83.1% - 88.4%

SWE-bench Verified

VALS-AI · Coding · Objective

It tells you whether the model can generate, repair, and reason over code under evaluator pressure rather than marketing examples.

Rank #3 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 96.2%
Percentile: 97.6%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: swebench; provider: OpenAI.

97.6% percentile inside its fair comparison set

96.2%Raw benchmark valueCI 94.5% - 97.9%

LiveCodeBench

VALS-AI · Coding · Objective

It tells you whether the model can generate, repair, and reason over code under evaluator pressure rather than marketing examples.

Rank #49 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 82.6%
Percentile: 61.6%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: lcb; provider: OpenAI.

61.6% percentile inside its fair comparison set

82.6%Raw benchmark valueCI 80.5% - 84.7%

Terminal-Bench 4.0

TERMINAL-BENCH · Coding · Objective

It tells you whether the model can generate, repair, and reason over code under evaluator pressure rather than marketing examples.

Rank #18 · Source label: GPT-5.6 Sol (max)

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Terminal-Bench
Raw value: 37.3%
Percentile: 34.6%
Last updated: stale
Eligibility: headline eligible

Parsed from the public Terminal-Bench 4.0 official published leaderboard (status: display). Collapse policy: highest verified score per canonical model. Selected agent: Codex. Display model: GPT-5.6 Sol. Agent URL: https://openai.com/codex/. Reported stderr: 1.929 percentage points.

34.6% percentile inside its fair comparison set

37.3%Raw benchmark valueCI 33.5% - 41.1%

Agentic coding

LB · Coding · Objective

It tells you whether the model can generate, repair, and reason over code under evaluator pressure rather than marketing examples.

Rank #27 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 56.2%
Percentile: 60%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Category: Agentic Coding. Tasks scored: 3.

60% percentile inside its fair comparison set

56.2%Raw benchmark value

Coding

LB · Coding · Objective

It tells you whether the model can generate, repair, and reason over code under evaluator pressure rather than marketing examples.

Rank #7 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 83.9%
Percentile: 90.8%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Category: Coding. Tasks scored: 2.

90.8% percentile inside its fair comparison set

83.9%Raw benchmark value

JavaScript

LB · Coding · Objective

It tells you whether the model can generate, repair, and reason over code under evaluator pressure rather than marketing examples.

Rank #36 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 63.6%
Percentile: 58.5%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: javascript. Category: Agentic Coding.

58.5% percentile inside its fair comparison set

63.6%Raw benchmark value

TypeScript

LB · Coding · Objective

It tells you whether the model can generate, repair, and reason over code under evaluator pressure rather than marketing examples.

Rank #14 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 50%
Percentile: 81.5%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: typescript. Category: Agentic Coding.

81.5% percentile inside its fair comparison set

50%Raw benchmark value

Python

LB · Coding · Objective

It tells you whether the model can generate, repair, and reason over code under evaluator pressure rather than marketing examples.

Rank #30 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 55%
Percentile: 63.1%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: python. Category: Agentic Coding.

63.1% percentile inside its fair comparison set

55%Raw benchmark value

Coding generation

LB · Coding · Objective

It tells you whether the model can generate, repair, and reason over code under evaluator pressure rather than marketing examples.

Rank #10 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 83.1%
Percentile: 87.7%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: code_generation. Category: Coding.

87.7% percentile inside its fair comparison set

83.1%Raw benchmark value

Coding completion

LB · Coding · Objective

It tells you whether the model can generate, repair, and reason over code under evaluator pressure rather than marketing examples.

Rank #6 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 84.8%
Percentile: 92.3%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: code_completion. Category: Coding.

92.3% percentile inside its fair comparison set

84.8%Raw benchmark value

Reasoning / math / science19 benchmarks80.7%

Humanity's Last Exam

AA · Reasoning / math / science · Objective

It is one of the cleaner reads on deliberate reasoning strength rather than style or popularity.

Rank #164 · Source label: GPT-5.6 Sol (Non-reasoning)

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 16.7%
Percentile: 69.2%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `hle`.

69.2% percentile inside its fair comparison set

16.7%Raw benchmark value

GPQA

AA · Reasoning / math / science · Objective

It is one of the cleaner reads on deliberate reasoning strength rather than style or popularity.

Rank #139 · Source label: GPT-5.6 Sol (Non-reasoning)

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 79%
Percentile: 72%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `gpqa`.

72% percentile inside its fair comparison set

79%Raw benchmark value

CritPt

AA · Reasoning / math / science · Objective

It is one of the cleaner reads on deliberate reasoning strength rather than style or popularity.

Rank #103 · Source label: GPT-5.6 Sol (Non-reasoning)

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 5.1%
Percentile: 77.7%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `critpt`.

77.7% percentile inside its fair comparison set

5.1%Raw benchmark value

EnigmaEval

SL · Reasoning / math / science · Rubric

It is one of the cleaner reads on deliberate reasoning strength rather than style or popularity.

Rank #2 · Source label: gpt-5.6-sol-high

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Scale Labs
Raw value: 37.1%
Percentile: 75%
Last updated: recent
Eligibility: headline eligible

Parsed from the public Scale Labs page for scale-enigmaeval. Reported model configuration: gpt-5.6-sol-high. Collapse policy: highest reported score per canonical model.

75% percentile inside its fair comparison set

37.1%Raw benchmark value

Text Arena · Math

AR · Reasoning / math / science · Human

It is one of the cleaner reads on deliberate reasoning strength rather than style or popularity.

Rank #22 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,494
Percentile: 94.2%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: math. Source rank: #22. Votes: 1732. Organization: openai. License: Proprietary.

94.2% percentile inside its fair comparison set

1,494Raw benchmark valueCI 1,480 - 1,508

Text Arena · Math · No Style Control

AR · Reasoning / math / science · Human

It is one of the cleaner reads on deliberate reasoning strength rather than style or popularity.

Rank #39 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,472
Percentile: 89.4%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: math. Source rank: #41. Votes: 1732. Organization: openai. License: Proprietary.

89.4% percentile inside its fair comparison set

1,472Raw benchmark valueCI 1,457 - 1,486

ProofBench

VALS-AI · Reasoning / math / science · Objective

It is one of the cleaner reads on deliberate reasoning strength rather than style or popularity.

Rank #11 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 83%
Percentile: 78.6%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: proof_bench; provider: OpenAI.

78.6% percentile inside its fair comparison set

83%Raw benchmark valueCI 75.6% - 90.4%

GPQA Diamond

VALS-AI · Reasoning / math / science · Objective

It is one of the cleaner reads on deliberate reasoning strength rather than style or popularity.

Rank #2 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 95.2%
Percentile: 99.2%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: gpqa; provider: OpenAI.

99.2% percentile inside its fair comparison set

95.2%Raw benchmark valueCI 93.1% - 97.3%

MMLU Pro

VALS-AI · Reasoning / math / science · Objective

It is one of the cleaner reads on deliberate reasoning strength rather than style or popularity.

Rank #16 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 89.1%
Percentile: 88%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: mmlu_pro; provider: OpenAI.

88% percentile inside its fair comparison set

89.1%Raw benchmark valueCI 88.5% - 89.7%

Mathematics

LB · Reasoning / math / science · Objective

It is one of the cleaner reads on deliberate reasoning strength rather than style or popularity.

Rank #9 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 96.2%
Percentile: 87.7%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Category: Mathematics. Tasks scored: 4.

87.7% percentile inside its fair comparison set

96.2%Raw benchmark value

Reasoning

LB · Reasoning / math / science · Objective

It is one of the cleaner reads on deliberate reasoning strength rather than style or popularity.

Rank #5 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 91.7%
Percentile: 93.8%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Category: Reasoning. Tasks scored: 4.

93.8% percentile inside its fair comparison set

91.7%Raw benchmark value

AMPS Hard

LB · Reasoning / math / science · Objective

It is one of the cleaner reads on deliberate reasoning strength rather than style or popularity.

Rank #23 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 98%
Percentile: 83.1%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: AMPS_Hard. Category: Mathematics.

83.1% percentile inside its fair comparison set

98%Raw benchmark value

Integrals with game

LB · Reasoning / math / science · Objective

It is one of the cleaner reads on deliberate reasoning strength rather than style or popularity.

Rank #1 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 100%
Percentile: 100%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: integrals_with_game. Category: Mathematics.

100% percentile inside its fair comparison set

100%Raw benchmark value

Math competition

LB · Reasoning / math / science · Objective

It is one of the cleaner reads on deliberate reasoning strength rather than style or popularity.

Rank #43 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 95.1%
Percentile: 49.2%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: math_comp. Category: Mathematics.

49.2% percentile inside its fair comparison set

95.1%Raw benchmark value

Olympiad

LB · Reasoning / math / science · Objective

It is one of the cleaner reads on deliberate reasoning strength rather than style or popularity.

Rank #18 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 91.7%
Percentile: 73.8%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: olympiad. Category: Mathematics.

73.8% percentile inside its fair comparison set

91.7%Raw benchmark value

Theory of mind

LB · Reasoning / math / science · Objective

It is one of the cleaner reads on deliberate reasoning strength rather than style or popularity.

Rank #10 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 84.6%
Percentile: 87.7%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: theory_of_mind. Category: Reasoning.

87.7% percentile inside its fair comparison set

84.6%Raw benchmark value

Zebra puzzle

LB · Reasoning / math / science · Objective

It is one of the cleaner reads on deliberate reasoning strength rather than style or popularity.

Rank #2 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 100%
Percentile: 100%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: zebra_puzzle. Category: Reasoning.

100% percentile inside its fair comparison set

100%Raw benchmark value

Spatial

LB · Reasoning / math / science · Objective

It is one of the cleaner reads on deliberate reasoning strength rather than style or popularity.

Rank #6 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 100%
Percentile: 100%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: spatial. Category: Reasoning.

100% percentile inside its fair comparison set

100%Raw benchmark value

Logic with navigation

LB · Reasoning / math / science · Objective

It is one of the cleaner reads on deliberate reasoning strength rather than style or popularity.

Rank #10 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 82%
Percentile: 86.2%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: logic_with_navigation. Category: Reasoning.

86.2% percentile inside its fair comparison set

82%Raw benchmark value

Professional reasoning35 benchmarks79.6%

PRBench Legal

SL · Professional reasoning · Rubric

Applied legal reasoning on professional-domain tasks.

Rank #7 · Source label: gpt-5.6-sol (max)

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Scale Labs
Raw value: 50.5%
Percentile: 85.4%
Last updated: recent
Eligibility: headline eligible

Parsed from the public Scale Labs page for scale-prbench-legal. Reported model configuration: gpt-5.6-sol (max). Collapse policy: highest reported score per canonical model.

85.4% percentile inside its fair comparison set

50.5%Raw benchmark value

Text Arena · Expert

AR · Professional reasoning · Human

Observed user preference in Arena's Text Arena expert leaderboard.

Rank #8 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,535
Percentile: 97.9%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: expert. Source rank: #8. Votes: 4112. Organization: openai. License: Proprietary.

97.9% percentile inside its fair comparison set

1,535Raw benchmark valueCI 1,525 - 1,544

Text Arena · Industry Business And Management And Financial Operations

AR · Professional reasoning · Human

Observed user preference in Arena's Text Arena industry_business_and_management_and_financial_operations leaderboard.

Rank #18 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,485
Percentile: 95.4%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: industry_business_and_management_and_financial_operations. Source rank: #19. Votes: 6900. Organization: openai. License: Proprietary.

95.4% percentile inside its fair comparison set

1,485Raw benchmark valueCI 1,477 - 1,492

Text Arena · Industry Entertainment And Sports And Media

AR · Professional reasoning · Human

Observed user preference in Arena's Text Arena industry_entertainment_and_sports_and_media leaderboard.

Rank #11 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,471
Percentile: 97.3%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: industry_entertainment_and_sports_and_media. Source rank: #11. Votes: 9287. Organization: openai. License: Proprietary.

97.3% percentile inside its fair comparison set

1,471Raw benchmark valueCI 1,464 - 1,478

Text Arena · Industry Legal And Government

AR · Professional reasoning · Human

Observed user preference in Arena's Text Arena industry_legal_and_government leaderboard.

Rank #20 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,494
Percentile: 94.6%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: industry_legal_and_government. Source rank: #20. Votes: 3111. Organization: openai. License: Proprietary.

94.6% percentile inside its fair comparison set

1,494Raw benchmark valueCI 1,483 - 1,505

Text Arena · Industry Life And Physical And Social Science

AR · Professional reasoning · Human

Observed user preference in Arena's Text Arena industry_life_and_physical_and_social_science leaderboard.

Rank #38 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,489
Percentile: 90.1%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: industry_life_and_physical_and_social_science. Source rank: #40. Votes: 5967. Organization: openai. License: Proprietary.

90.1% percentile inside its fair comparison set

1,489Raw benchmark valueCI 1,481 - 1,498

Text Arena · Industry Mathematical

AR · Professional reasoning · Human

Observed user preference in Arena's Text Arena industry_mathematical leaderboard.

Rank #10 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,513
Percentile: 97.5%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: industry_mathematical. Source rank: #10. Votes: 2026. Organization: openai. License: Proprietary.

97.5% percentile inside its fair comparison set

1,513Raw benchmark valueCI 1,499 - 1,527

Text Arena · Industry Medicine And Healthcare

AR · Professional reasoning · Human

Observed user preference in Arena's Text Arena industry_medicine_and_healthcare leaderboard.

Rank #54 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,480
Percentile: 84.7%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: industry_medicine_and_healthcare. Source rank: #58. Votes: 2672. Organization: openai. License: Proprietary.

84.7% percentile inside its fair comparison set

1,480Raw benchmark valueCI 1,468 - 1,492

Text Arena · Industry Software And It Services

AR · Professional reasoning · Human

Observed user preference in Arena's Text Arena industry_software_and_it_services leaderboard.

Rank #19 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,522
Percentile: 95.2%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: industry_software_and_it_services. Source rank: #19. Votes: 14357. Organization: openai. License: Proprietary.

95.2% percentile inside its fair comparison set

1,522Raw benchmark valueCI 1,516 - 1,528

Text Arena · Industry Writing And Literature And Language

AR · Professional reasoning · Human

Observed user preference in Arena's Text Arena industry_writing_and_literature_and_language leaderboard.

Rank #11 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,481
Percentile: 97.3%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: industry_writing_and_literature_and_language. Source rank: #11. Votes: 9866. Organization: openai. License: Proprietary.

97.3% percentile inside its fair comparison set

1,481Raw benchmark valueCI 1,474 - 1,489

Text Arena · Expert · No Style Control

AR · Professional reasoning · Human

Observed user preference in Arena's Text Arena expert leaderboard.

Rank #16 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,518
Percentile: 95.4%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: expert. Source rank: #16. Votes: 4112. Organization: openai. License: Proprietary.

95.4% percentile inside its fair comparison set

1,518Raw benchmark valueCI 1,508 - 1,528

Text Arena · Industry Business And Management And Financial Operations · No Style Control

AR · Professional reasoning · Human

Observed user preference in Arena's Text Arena industry_business_and_management_and_financial_operations leaderboard.

Rank #37 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,455
Percentile: 90.2%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: industry_business_and_management_and_financial_operations. Source rank: #40. Votes: 6900. Organization: openai. License: Proprietary.

90.2% percentile inside its fair comparison set

1,455Raw benchmark valueCI 1,447 - 1,463

Text Arena · Industry Entertainment And Sports And Media · No Style Control

AR · Professional reasoning · Human

Observed user preference in Arena's Text Arena industry_entertainment_and_sports_and_media leaderboard.

Rank #24 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,450
Percentile: 93.9%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: industry_entertainment_and_sports_and_media. Source rank: #25. Votes: 9287. Organization: openai. License: Proprietary.

93.9% percentile inside its fair comparison set

1,450Raw benchmark valueCI 1,442 - 1,457

Text Arena · Industry Legal And Government · No Style Control

AR · Professional reasoning · Human

Observed user preference in Arena's Text Arena industry_legal_and_government leaderboard.

Rank #37 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,472
Percentile: 89.7%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: industry_legal_and_government. Source rank: #39. Votes: 3111. Organization: openai. License: Proprietary.

89.7% percentile inside its fair comparison set

1,472Raw benchmark valueCI 1,461 - 1,483

Text Arena · Industry Life And Physical And Social Science · No Style Control

AR · Professional reasoning · Human

Observed user preference in Arena's Text Arena industry_life_and_physical_and_social_science leaderboard.

Rank #67 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,454
Percentile: 82.4%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: industry_life_and_physical_and_social_science. Source rank: #71. Votes: 5967. Organization: openai. License: Proprietary.

82.4% percentile inside its fair comparison set

1,454Raw benchmark valueCI 1,446 - 1,463

Text Arena · Industry Mathematical · No Style Control

AR · Professional reasoning · Human

Observed user preference in Arena's Text Arena industry_mathematical leaderboard.

Rank #19 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,496
Percentile: 94.9%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: industry_mathematical. Source rank: #19. Votes: 2026. Organization: openai. License: Proprietary.

94.9% percentile inside its fair comparison set

1,496Raw benchmark valueCI 1,482 - 1,509

Text Arena · Industry Medicine And Healthcare · No Style Control

AR · Professional reasoning · Human

Observed user preference in Arena's Text Arena industry_medicine_and_healthcare leaderboard.

Rank #99 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,432
Percentile: 71.7%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: industry_medicine_and_healthcare. Source rank: #107. Votes: 2672. Organization: openai. License: Proprietary.

71.7% percentile inside its fair comparison set

1,432Raw benchmark valueCI 1,420 - 1,444

Text Arena · Industry Software And It Services · No Style Control

AR · Professional reasoning · Human

Observed user preference in Arena's Text Arena industry_software_and_it_services leaderboard.

Rank #32 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,488
Percentile: 91.8%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: industry_software_and_it_services. Source rank: #32. Votes: 14357. Organization: openai. License: Proprietary.

91.8% percentile inside its fair comparison set

1,488Raw benchmark valueCI 1,482 - 1,494

Text Arena · Industry Writing And Literature And Language · No Style Control

AR · Professional reasoning · Human

Observed user preference in Arena's Text Arena industry_writing_and_literature_and_language leaderboard.

Rank #27 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,463
Percentile: 93.1%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: industry_writing_and_literature_and_language. Source rank: #29. Votes: 9866. Organization: openai. License: Proprietary.

93.1% percentile inside its fair comparison set

1,463Raw benchmark valueCI 1,456 - 1,470

Vals Index

VALS-AI · Professional reasoning · Combined

Weighted model performance across economically relevant Vals tasks.

Rank #10 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 58
Percentile: 77.5%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: vals_index; provider: OpenAI.

77.5% percentile inside its fair comparison set

58Raw benchmark valueCI 56 - 60

Legal Research Bench

VALS-AI · Professional reasoning · Objective

Applied legal research tasks.

Rank #9 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 48.1%
Percentile: 89.7%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: legal_research; provider: OpenAI.

89.7% percentile inside its fair comparison set

48.1%Raw benchmark valueCI 41.3% - 54.9%

Harvey's Legal Agent Benchmark

VALS-AI · Professional reasoning · Objective

Completing legal work with documents, spreadsheets, presentations, and file-system tools.

Rank #40 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 2.5%
Percentile: 44.9%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: hlab; provider: OpenAI.

44.9% percentile inside its fair comparison set

2.5%Raw benchmark valueCI 0.9% - 4.1%

LegalBench

VALS-AI · Professional reasoning · Objective

Academic legal reasoning tasks.

Rank #9 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 87%
Percentile: 94.1%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: legal_bench; provider: OpenAI.

94.1% percentile inside its fair comparison set

87%Raw benchmark valueCI 86.2% - 87.8%

Finance Agent v2

VALS-AI · Professional reasoning · Objective

Core financial analyst tasks for agentic models.

Rank #23 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 53.8%
Percentile: 68.1%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: fabv2; provider: OpenAI.

68.1% percentile inside its fair comparison set

53.8%Raw benchmark valueCI 52.1% - 55.4%

MedCode

VALS-AI · Professional reasoning · Objective

Medical billing support and coding tasks.

Rank #41 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 44%
Percentile: 57.9%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: medcode; provider: OpenAI.

57.9% percentile inside its fair comparison set

44%Raw benchmark valueCI 39.5% - 48.4%

MedScribe

VALS-AI · Professional reasoning · Objective

Administrative documentation support for doctors.

Rank #28 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 85.2%
Percentile: 71.9%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: medscribe; provider: OpenAI.

71.9% percentile inside its fair comparison set

85.2%Raw benchmark valueCI 81.4% - 89.1%

SAGE

VALS-AI · Professional reasoning · Objective

Student Assessment with Generative Evaluation.

Rank #6 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 52.6%
Percentile: 93.8%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: sage; provider: OpenAI.

93.8% percentile inside its fair comparison set

52.6%Raw benchmark valueCI 45.9% - 59.3%

Public Benefits Bench

VALS-AI · Professional reasoning · Objective

Answering SNAP benefits questions across the public-benefits lifecycle.

Rank #16 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 66.5%
Percentile: 66.7%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: public-benefits-bench; provider: OpenAI.

66.7% percentile inside its fair comparison set

66.5%Raw benchmark valueCI 64.1% - 68.9%

SkillsBench

VALS-AI · Professional reasoning · Objective

Applied professional skills tasks.

Rank #14 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 54.1%
Percentile: 60.6%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: skillsbench; provider: OpenAI.

60.6% percentile inside its fair comparison set

54.1%Raw benchmark valueCI 44.8% - 63.4%

TaxEval v2

VALS-AI · Professional reasoning · Objective

Answer quality on tax questions and responses.

Rank #30 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 74.8%
Percentile: 77.5%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: tax_eval_v2; provider: OpenAI.

77.5% percentile inside its fair comparison set

74.8%Raw benchmark valueCI 73.1% - 76.5%

Data analysis

LB · Professional reasoning · Objective

Structured data manipulation and table reasoning accuracy.

Rank #10 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 79.8%
Percentile: 86.2%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Category: Data Analysis. Tasks scored: 3.

86.2% percentile inside its fair comparison set

79.8%Raw benchmark value

Overall

LB · Professional reasoning · Objective

Average objective performance across LiveBench's current public category mix.

Rank #10 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 81.1%
Percentile: 86.2%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Category averages included: 7.

86.2% percentile inside its fair comparison set

81.1%Raw benchmark value

Consecutive events

LB · Professional reasoning · Objective

Objective consecutive events score in LiveBench.

Rank #13 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 90.2%
Percentile: 81.5%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: consecutive_events. Category: Data Analysis.

81.5% percentile inside its fair comparison set

90.2%Raw benchmark value

Table join

LB · Professional reasoning · Objective

Objective table join score in LiveBench.

Rank #26 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 49.3%
Percentile: 61.5%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: tablejoin. Category: Data Analysis.

61.5% percentile inside its fair comparison set

49.3%Raw benchmark value

Table reformat

LB · Professional reasoning · Objective

Objective table reformat score in LiveBench.

Rank #9 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 100%
Percentile: 100%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: tablereformat. Category: Data Analysis.

100% percentile inside its fair comparison set

100%Raw benchmark value

Search / tool use3 benchmarks87.2%

Tau2-Bench Telecom

AA · Search / tool use · Objective

It matters when the model must browse, call tools, and recover useful answers from external systems.

Rank #88 · Source label: GPT-5.6 Sol (Low)

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 76%
Percentile: 74.3%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `tau2`.

74.3% percentile inside its fair comparison set

76%Raw benchmark value

Search Arena

AR · Search / tool use · Human

It matters when the model must browse, call tools, and recover useful answers from external systems.

Rank #1 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,256
Percentile: 100%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: overall. Source rank: #1. Votes: 29663. Organization: openai. License: Proprietary.

100% percentile inside its fair comparison set

1,256Raw benchmark valueCI 1,248 - 1,263

Search Arena · No Style Control

AR · Search / tool use · Human

It matters when the model must browse, call tools, and recover useful answers from external systems.

Rank #1 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,257
Percentile: 100%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: overall. Source rank: #1. Votes: 29663. Organization: openai. License: Proprietary.

100% percentile inside its fair comparison set

1,257Raw benchmark valueCI 1,250 - 1,265

Long context2 benchmarks63.3%

Long Context Reasoning

AA · Long context · Objective

It checks whether long-context claims survive contact with retrieval, memory, or long-document tasks.

Rank #187 · Source label: GPT-5.6 Sol (Non-reasoning)

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 62.3%
Percentile: 59.1%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `lcr`.

59.1% percentile inside its fair comparison set

62.3%Raw benchmark value

CorpFin v2

VALS-AI · Long context · Objective

It checks whether long-context claims survive contact with retrieval, memory, or long-document tasks.

Rank #39 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 64.4%
Percentile: 67.5%
Last updated: aging
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: corp_fin_v2; provider: OpenAI.

67.5% percentile inside its fair comparison set

64.4%Raw benchmark valueCI 62.5% - 66.2%

Vision understanding16 benchmarks80.8%

MMMU-Pro

AA · Vision understanding · Objective

It is useful when the model must read charts, UI, screenshots, or visual scenes rather than text alone.

Rank #83 · Source label: GPT-5.6 Sol (Non-reasoning)

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 71.9%
Percentile: 60.6%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `mmmuPro`.

60.6% percentile inside its fair comparison set

71.9%Raw benchmark value

Vision Arena

AR · Vision understanding · Human

It is useful when the model must read charts, UI, screenshots, or visual scenes rather than text alone.

Rank #18 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,285
Percentile: 87.8%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: overall. Source rank: #18. Votes: 10421. Organization: openai. License: Proprietary.

87.8% percentile inside its fair comparison set

1,285Raw benchmark valueCI 1,277 - 1,292

Vision Arena · Creative Writing Vision

AR · Vision understanding · Human

It is useful when the model must read charts, UI, screenshots, or visual scenes rather than text alone.

Rank #12 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,288
Percentile: 86.6%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: creative_writing_vision. Source rank: #12. Votes: 946. Organization: openai. License: Proprietary.

86.6% percentile inside its fair comparison set

1,288Raw benchmark valueCI 1,267 - 1,308

Vision Arena · Diagram

AR · Vision understanding · Human

It is useful when the model must read charts, UI, screenshots, or visual scenes rather than text alone.

Rank #16 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,316
Percentile: 84.8%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: diagram. Source rank: #16. Votes: 2577. Organization: openai. License: Proprietary.

84.8% percentile inside its fair comparison set

1,316Raw benchmark valueCI 1,303 - 1,328

Vision Arena · English

AR · Vision understanding · Human

It is useful when the model must read charts, UI, screenshots, or visual scenes rather than text alone.

Rank #14 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,282
Percentile: 90.6%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: english. Source rank: #14. Votes: 3525. Organization: openai. License: Proprietary.

90.6% percentile inside its fair comparison set

1,282Raw benchmark valueCI 1,271 - 1,294

Vision Arena · Homework

AR · Vision understanding · Human

It is useful when the model must read charts, UI, screenshots, or visual scenes rather than text alone.

Rank #18 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,318
Percentile: 82.3%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: homework. Source rank: #19. Votes: 1057. Organization: openai. License: Proprietary.

82.3% percentile inside its fair comparison set

1,318Raw benchmark valueCI 1,299 - 1,336

Vision Arena · Humor

AR · Vision understanding · Human

It is useful when the model must read charts, UI, screenshots, or visual scenes rather than text alone.

Rank #29 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,253
Percentile: 61.6%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: humor. Source rank: #33. Votes: 512. Organization: openai. License: Proprietary.

61.6% percentile inside its fair comparison set

1,253Raw benchmark valueCI 1,227 - 1,280

Vision Arena · Ocr

AR · Vision understanding · Human

It is useful when the model must read charts, UI, screenshots, or visual scenes rather than text alone.

Rank #23 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,296
Percentile: 78%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: ocr. Source rank: #24. Votes: 7011. Organization: openai. License: Proprietary.

78% percentile inside its fair comparison set

1,296Raw benchmark valueCI 1,288 - 1,304

Vision Arena · No Style Control

AR · Vision understanding · Human

It is useful when the model must read charts, UI, screenshots, or visual scenes rather than text alone.

Rank #32 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,279
Percentile: 77.7%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: overall. Source rank: #35. Votes: 10421. Organization: openai. License: Proprietary.

77.7% percentile inside its fair comparison set

1,279Raw benchmark valueCI 1,272 - 1,287

Vision Arena · Creative Writing Vision · No Style Control

AR · Vision understanding · Human

It is useful when the model must read charts, UI, screenshots, or visual scenes rather than text alone.

Rank #24 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,281
Percentile: 72%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: creative_writing_vision. Source rank: #27. Votes: 946. Organization: openai. License: Proprietary.

72% percentile inside its fair comparison set

1,281Raw benchmark valueCI 1,260 - 1,301

Vision Arena · Diagram · No Style Control

AR · Vision understanding · Human

It is useful when the model must read charts, UI, screenshots, or visual scenes rather than text alone.

Rank #25 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,303
Percentile: 75.8%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: diagram. Source rank: #28. Votes: 2577. Organization: openai. License: Proprietary.

75.8% percentile inside its fair comparison set

1,303Raw benchmark valueCI 1,291 - 1,316

Vision Arena · English · No Style Control

AR · Vision understanding · Human

It is useful when the model must read charts, UI, screenshots, or visual scenes rather than text alone.

Rank #32 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,279
Percentile: 77.5%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: english. Source rank: #35. Votes: 3525. Organization: openai. License: Proprietary.

77.5% percentile inside its fair comparison set

1,279Raw benchmark valueCI 1,267 - 1,290

Vision Arena · Homework · No Style Control

AR · Vision understanding · Human

It is useful when the model must read charts, UI, screenshots, or visual scenes rather than text alone.

Rank #29 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,309
Percentile: 70.8%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: homework. Source rank: #32. Votes: 1057. Organization: openai. License: Proprietary.

70.8% percentile inside its fair comparison set

1,309Raw benchmark valueCI 1,291 - 1,327

Vision Arena · Humor · No Style Control

AR · Vision understanding · Human

It is useful when the model must read charts, UI, screenshots, or visual scenes rather than text alone.

Rank #41 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,243
Percentile: 45.2%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: humor. Source rank: #46. Votes: 512. Organization: openai. License: Proprietary.

45.2% percentile inside its fair comparison set

1,243Raw benchmark valueCI 1,216 - 1,270

Vision Arena · Ocr · No Style Control

AR · Vision understanding · Human

It is useful when the model must read charts, UI, screenshots, or visual scenes rather than text alone.

Rank #34 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,289
Percentile: 67%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: ocr. Source rank: #37. Votes: 7011. Organization: openai. License: Proprietary.

67% percentile inside its fair comparison set

1,289Raw benchmark valueCI 1,281 - 1,297

MMMU Pro

VALS-AI · Vision understanding · Objective

It is useful when the model must read charts, UI, screenshots, or visual scenes rather than text alone.

Rank #6 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 88.8%
Percentile: 94%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: mmmu; provider: OpenAI.

94% percentile inside its fair comparison set

88.8%Raw benchmark valueCI 87.4% - 90.3%

Document understanding4 benchmarks80.6%

Document Arena

AR · Document understanding · Human

It matters when the job is reading PDFs, tables, forms, or mixed-layout documents rather than plain chat.

Rank #8 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,489
Percentile: 82.5%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: overall. Source rank: #8. Votes: 4818. Organization: openai. License: Proprietary.

82.5% percentile inside its fair comparison set

1,489Raw benchmark valueCI 1,480 - 1,498

Document Arena · No Style Control

AR · Document understanding · Human

It matters when the job is reading PDFs, tables, forms, or mixed-layout documents rather than plain chat.

Rank #9 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,483
Percentile: 80%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: overall. Source rank: #10. Votes: 4818. Organization: openai. License: Proprietary.

80% percentile inside its fair comparison set

1,483Raw benchmark valueCI 1,474 - 1,492

MortgageTax

VALS-AI · Document understanding · Objective

It matters when the job is reading PDFs, tables, forms, or mixed-layout documents rather than plain chat.

Rank #28 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 67.3%
Percentile: 68.6%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: mortgage_tax; provider: OpenAI.

68.6% percentile inside its fair comparison set

67.3%Raw benchmark valueCI 65.5% - 69.1%

Vals Multimodal Index

VALS-AI · Document understanding · Combined

It matters when the job is reading PDFs, tables, forms, or mixed-layout documents rather than plain chat.

Rank #4 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 73
Percentile: 90.6%
Last updated: aging
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: vals_multimodal_index; provider: OpenAI.

90.6% percentile inside its fair comparison set

73Raw benchmark valueCI 71 - 74

Multilingual20 benchmarksn/a

Text Arena · Chinese

AR · Multilingual · Human

Observed user preference in Arena's Text Arena chinese leaderboard.

Rank #12 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,538
Percentile: 96.9%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: chinese. Source rank: #12. Votes: 2823. Organization: openai. License: Proprietary.

96.9% percentile inside its fair comparison set

1,538Raw benchmark valueCI 1,526 - 1,550

Text Arena · French

AR · Multilingual · Human

Observed user preference in Arena's Text Arena french leaderboard.

Rank #12 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,510
Percentile: 95.7%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: french. Source rank: #12. Votes: 1116. Organization: openai. License: Proprietary.

95.7% percentile inside its fair comparison set

1,510Raw benchmark valueCI 1,490 - 1,529

Text Arena · German

AR · Multilingual · Human

Observed user preference in Arena's Text Arena german leaderboard.

Rank #9 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,501
Percentile: 97.1%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: german. Source rank: #9. Votes: 566. Organization: openai. License: Proprietary.

97.1% percentile inside its fair comparison set

1,501Raw benchmark valueCI 1,476 - 1,526

Text Arena · Japanese

AR · Multilingual · Human

Observed user preference in Arena's Text Arena japanese leaderboard.

Rank #13 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,495
Percentile: 95.1%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: japanese. Source rank: #13. Votes: 549. Organization: openai. License: Proprietary.

95.1% percentile inside its fair comparison set

1,495Raw benchmark valueCI 1,468 - 1,523

Text Arena · Korean

AR · Multilingual · Human

Observed user preference in Arena's Text Arena korean leaderboard.

Rank #21 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,449
Percentile: 91.8%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: korean. Source rank: #21. Votes: 723. Organization: openai. License: Proprietary.

91.8% percentile inside its fair comparison set

1,449Raw benchmark valueCI 1,426 - 1,473

Text Arena · Non English

AR · Multilingual · Human

Observed user preference in Arena's Text Arena non_english leaderboard.

Rank #20 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,475
Percentile: 94.9%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: non_english. Source rank: #20. Votes: 21823. Organization: openai. License: Proprietary.

94.9% percentile inside its fair comparison set

1,475Raw benchmark valueCI 1,470 - 1,480

Text Arena · Polish

AR · Multilingual · Human

Observed user preference in Arena's Text Arena polish leaderboard.

Rank #11 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,500
Percentile: 95%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: polish. Source rank: #11. Votes: 546. Organization: openai. License: Proprietary.

95% percentile inside its fair comparison set

1,500Raw benchmark valueCI 1,474 - 1,525

Text Arena · Russian

AR · Multilingual · Human

Observed user preference in Arena's Text Arena russian leaderboard.

Rank #19 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,494
Percentile: 94.7%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: russian. Source rank: #19. Votes: 4265. Organization: openai. License: Proprietary.

94.7% percentile inside its fair comparison set

1,494Raw benchmark valueCI 1,484 - 1,503

Text Arena · Spanish

AR · Multilingual · Human

Observed user preference in Arena's Text Arena spanish leaderboard.

Rank #34 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,467
Percentile: 87.3%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: spanish. Source rank: #34. Votes: 1040. Organization: openai. License: Proprietary.

87.3% percentile inside its fair comparison set

1,467Raw benchmark valueCI 1,448 - 1,486

Text Arena · Chinese · No Style Control

AR · Multilingual · Human

Observed user preference in Arena's Text Arena chinese leaderboard.

Rank #26 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,523
Percentile: 92.9%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: chinese. Source rank: #28. Votes: 2823. Organization: openai. License: Proprietary.

92.9% percentile inside its fair comparison set

1,523Raw benchmark valueCI 1,511 - 1,535

Text Arena · French · No Style Control

AR · Multilingual · Human

Observed user preference in Arena's Text Arena french leaderboard.

Rank #33 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,475
Percentile: 87.5%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: french. Source rank: #35. Votes: 1116. Organization: openai. License: Proprietary.

87.5% percentile inside its fair comparison set

1,475Raw benchmark valueCI 1,456 - 1,494

Text Arena · German · No Style Control

AR · Multilingual · Human

Observed user preference in Arena's Text Arena german leaderboard.

Rank #26 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,471
Percentile: 90.8%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: german. Source rank: #27. Votes: 566. Organization: openai. License: Proprietary.

90.8% percentile inside its fair comparison set

1,471Raw benchmark valueCI 1,447 - 1,496

Text Arena · Japanese · No Style Control

AR · Multilingual · Human

Observed user preference in Arena's Text Arena japanese leaderboard.

Rank #19 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,471
Percentile: 92.6%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: japanese. Source rank: #20. Votes: 549. Organization: openai. License: Proprietary.

92.6% percentile inside its fair comparison set

1,471Raw benchmark valueCI 1,443 - 1,498

Text Arena · Korean · No Style Control

AR · Multilingual · Human

Observed user preference in Arena's Text Arena korean leaderboard.

Rank #28 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,436
Percentile: 88.9%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: korean. Source rank: #31. Votes: 723. Organization: openai. License: Proprietary.

88.9% percentile inside its fair comparison set

1,436Raw benchmark valueCI 1,413 - 1,459

Text Arena · Non English · No Style Control

AR · Multilingual · Human

Observed user preference in Arena's Text Arena non_english leaderboard.

Rank #34 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,450
Percentile: 91.2%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: non_english. Source rank: #36. Votes: 21823. Organization: openai. License: Proprietary.

91.2% percentile inside its fair comparison set

1,450Raw benchmark valueCI 1,445 - 1,456

Text Arena · Polish · No Style Control

AR · Multilingual · Human

Observed user preference in Arena's Text Arena polish leaderboard.

Rank #31 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,461
Percentile: 84.9%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: polish. Source rank: #33. Votes: 546. Organization: openai. License: Proprietary.

84.9% percentile inside its fair comparison set

1,461Raw benchmark valueCI 1,436 - 1,486

Text Arena · Russian · No Style Control

AR · Multilingual · Human

Observed user preference in Arena's Text Arena russian leaderboard.

Rank #31 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,468
Percentile: 91.2%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: russian. Source rank: #33. Votes: 4265. Organization: openai. License: Proprietary.

91.2% percentile inside its fair comparison set

1,468Raw benchmark valueCI 1,458 - 1,477

Text Arena · Spanish · No Style Control

AR · Multilingual · Human

Observed user preference in Arena's Text Arena spanish leaderboard.

Rank #61 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,446
Percentile: 76.8%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: spanish. Source rank: #64. Votes: 1040. Organization: openai. License: Proprietary.

76.8% percentile inside its fair comparison set

1,446Raw benchmark valueCI 1,427 - 1,465

Vision Arena · Chinese

AR · Multilingual · Human

Observed user preference in Arena's Vision Arena chinese leaderboard.

Rank #36 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,300
Percentile: 66.3%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: chinese. Source rank: #39. Votes: 626. Organization: openai. License: Proprietary.

66.3% percentile inside its fair comparison set

1,300Raw benchmark valueCI 1,275 - 1,325

Vision Arena · Chinese · No Style Control

AR · Multilingual · Human

Observed user preference in Arena's Vision Arena chinese leaderboard.

Rank #41 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,307
Percentile: 61.5%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: chinese. Source rank: #45. Votes: 626. Organization: openai. License: Proprietary.

61.5% percentile inside its fair comparison set

1,307Raw benchmark valueCI 1,282 - 1,332

Source links and registry checks

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Model profile · OpenAI

GPT-5.6 Sol

Closed weightsfrontier · registry tag 2026 flagship

Visible tradeoffs

Reads as visible tradeoffs across the resolved source data. Capability fit excludes speed and cost.

Visible coverage: 55.5%
Verified coverage: 55.5%
Spread: 84.5%
Last verified: Oct 3, 2026

74%capability fit

textcodevisiondocumentsearch23 aliases46 official source links

Open compare

Data version

Current snapshot.

Published Oct 3, 2026Model list checked4 stale sources105 claim warnings9 providers · 1334 tracked models

The registry snapshot and page stamp are shown so a stale deploy is visible at a glance. View live data status.

Source-linked scores by benchmark

Visible tradeoffsThis model currently reads as visible tradeoffs across the resolved source data.

Chat / text36 benchmarks80.2%

Intelligence Index

AA · Chat / text · Combined

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #95 · Source label: GPT-5.6 Sol (Non-reasoning)

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 28
Percentile: 83.1%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `intelligenceIndex`.

83.1% percentile inside its fair comparison set

28Raw benchmark value

AA-Omniscience accuracy

AA · Chat / text · Objective

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #51 · Source label: GPT-5.6 Sol (Non-reasoning)

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 48.7%
Percentile: 89%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `omniscienceAccuracy`.

89% percentile inside its fair comparison set

48.7%Raw benchmark value

AA-Omniscience non-hallucination

AA · Chat / text · Objective

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #384 · Source label: GPT-5.6 Sol (Non-reasoning)

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 7.2%
Percentile: 15.5%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `omniscienceNonHallucination`.

15.5% percentile inside its fair comparison set

7.2%Raw benchmark value

IFBench

AA · Chat / text · Objective

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #46 · Source label: GPT-5.6 Sol (Low)

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 66.5%
Percentile: 87.1%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `ifbench`.

87.1% percentile inside its fair comparison set

66.5%Raw benchmark value

Input price

AA · Chat / text · Speed / cost

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #314 · Source label: GPT-5.6 Sol (Xhigh)

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: $4 /1M input tokens
Percentile: 11.6%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `price1mInputTokens`.

11.6% percentile inside its fair comparison set

$4 /1M input tokensRaw benchmark value

Output price

AA · Chat / text · Speed / cost

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #316 · Source label: GPT-5.6 Sol (Xhigh)

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: $20 /1M output tokens
Percentile: 11%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `price1mOutputTokens`.

11% percentile inside its fair comparison set

$20 /1M output tokensRaw benchmark value

Output Speed

AA · Chat / text · Speed / cost

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #166 · Source label: GPT-5.6 Sol (Non-reasoning)

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 68.5 tokens/s
Percentile: 37%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `medianOutputTokensPerSecond`.

37% percentile inside its fair comparison set

68.5 tokens/sRaw benchmark value

Time to first token

AA · Chat / text · Speed / cost

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #250 · Source label: GPT-5.6 Sol (Max)

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 112.99s
Percentile: 5.7%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `medianTimeToFirstTokenSeconds`.

5.7% percentile inside its fair comparison set

112.99sRaw benchmark value

Time to first answer token

AA · Chat / text · Speed / cost

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #248 · Source label: GPT-5.6 Sol (Max)

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 112.99s
Percentile: 5.7%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `medianTimeToFirstAnswerTokenSeconds`.

5.7% percentile inside its fair comparison set

112.99sRaw benchmark value

Text Arena

AR · Chat / text · Human

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #20 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,484
Percentile: 94.9%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: overall. Source rank: #20. Votes: 36656. Organization: openai. License: Proprietary.

94.9% percentile inside its fair comparison set

1,484Raw benchmark valueCI 1,479 - 1,488

Text Arena · Creative Writing

AR · Chat / text · Human

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #19 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,468
Percentile: 95.2%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: creative_writing. Source rank: #19. Votes: 7537. Organization: openai. License: Proprietary.

95.2% percentile inside its fair comparison set

1,468Raw benchmark valueCI 1,460 - 1,476

Text Arena · English

AR · Chat / text · Human

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #25 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,489
Percentile: 93.6%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: english. Source rank: #25. Votes: 14827. Organization: openai. License: Proprietary.

93.6% percentile inside its fair comparison set

1,489Raw benchmark valueCI 1,483 - 1,495

Text Arena · Exclude Ties

AR · Chat / text · Human

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #20 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,499
Percentile: 94.9%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: exclude_ties. Source rank: #20. Votes: 27584. Organization: openai. License: Proprietary.

94.9% percentile inside its fair comparison set

1,499Raw benchmark valueCI 1,494 - 1,505

Text Arena · Hard Prompts

AR · Chat / text · Human

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #17 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,511
Percentile: 95.7%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: hard_prompts. Source rank: #17. Votes: 24027. Organization: openai. License: Proprietary.

95.7% percentile inside its fair comparison set

1,511Raw benchmark valueCI 1,505 - 1,516

Text Arena · Hard Prompts English

AR · Chat / text · Human

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #20 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,509
Percentile: 94.9%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: hard_prompts_english. Source rank: #20. Votes: 9683. Organization: openai. License: Proprietary.

94.9% percentile inside its fair comparison set

1,509Raw benchmark valueCI 1,502 - 1,516

Text Arena · Instruction Following

AR · Chat / text · Human

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #12 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,490
Percentile: 97.1%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: instruction_following. Source rank: #12. Votes: 12824. Organization: openai. License: Proprietary.

97.1% percentile inside its fair comparison set

1,490Raw benchmark valueCI 1,484 - 1,497

Text Arena · Longer Query

AR · Chat / text · Human

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #18 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,498
Percentile: 95.2%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: longer_query. Source rank: #18. Votes: 17036. Organization: openai. License: Proprietary.

95.2% percentile inside its fair comparison set

1,498Raw benchmark valueCI 1,492 - 1,504

Text Arena · Multi Turn

AR · Chat / text · Human

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #27 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,487
Percentile: 93%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: multi_turn. Source rank: #27. Votes: 6031. Organization: openai. License: Proprietary.

93% percentile inside its fair comparison set

1,487Raw benchmark valueCI 1,479 - 1,495

Text Arena · No Style Control

AR · Chat / text · Human

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #41 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,456
Percentile: 89.4%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: overall. Source rank: #43. Votes: 36656. Organization: openai. License: Proprietary.

89.4% percentile inside its fair comparison set

1,456Raw benchmark valueCI 1,452 - 1,461

Text Arena · Creative Writing · No Style Control

AR · Chat / text · Human

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #33 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,448
Percentile: 91.4%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: creative_writing. Source rank: #35. Votes: 7537. Organization: openai. License: Proprietary.

91.4% percentile inside its fair comparison set

1,448Raw benchmark valueCI 1,440 - 1,456

Text Arena · English · No Style Control

AR · Chat / text · Human

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #49 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,457
Percentile: 87.2%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: english. Source rank: #51. Votes: 14827. Organization: openai. License: Proprietary.

87.2% percentile inside its fair comparison set

1,457Raw benchmark valueCI 1,452 - 1,463

Text Arena · Exclude Ties · No Style Control

AR · Chat / text · Human

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #40 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,458
Percentile: 89.6%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: exclude_ties. Source rank: #42. Votes: 27584. Organization: openai. License: Proprietary.

89.6% percentile inside its fair comparison set

1,458Raw benchmark valueCI 1,452 - 1,463

Text Arena · Hard Prompts · No Style Control

AR · Chat / text · Human

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #33 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,482
Percentile: 91.5%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: hard_prompts. Source rank: #35. Votes: 24027. Organization: openai. License: Proprietary.

91.5% percentile inside its fair comparison set

1,482Raw benchmark valueCI 1,477 - 1,488

Text Arena · Hard Prompts English · No Style Control

AR · Chat / text · Human

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #39 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,476
Percentile: 89.8%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: hard_prompts_english. Source rank: #41. Votes: 9683. Organization: openai. License: Proprietary.

89.8% percentile inside its fair comparison set

1,476Raw benchmark valueCI 1,469 - 1,483

Text Arena · Instruction Following · No Style Control

AR · Chat / text · Human

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #16 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,482
Percentile: 96%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: instruction_following. Source rank: #16. Votes: 12824. Organization: openai. License: Proprietary.

96% percentile inside its fair comparison set

1,482Raw benchmark valueCI 1,475 - 1,488

Text Arena · Longer Query · No Style Control

AR · Chat / text · Human

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #28 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,480
Percentile: 92.4%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: longer_query. Source rank: #29. Votes: 17036. Organization: openai. License: Proprietary.

92.4% percentile inside its fair comparison set

1,480Raw benchmark valueCI 1,474 - 1,486

Text Arena · Multi Turn · No Style Control

AR · Chat / text · Human

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #44 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,459
Percentile: 88.5%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: multi_turn. Source rank: #47. Votes: 6031. Organization: openai. License: Proprietary.

88.5% percentile inside its fair comparison set

1,459Raw benchmark valueCI 1,450 - 1,467

Instruction following

LB · Chat / text · Objective

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #21 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 71.8%
Percentile: 69.2%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Category: IF. Tasks scored: 4.

69.2% percentile inside its fair comparison set

71.8%Raw benchmark value

Language

LB · Chat / text · Objective

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #8 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 87.7%
Percentile: 89.2%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Category: Language. Tasks scored: 3.

89.2% percentile inside its fair comparison set

87.7%Raw benchmark value

Paraphrase

LB · Chat / text · Objective

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #22 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 71.5%
Percentile: 67.7%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: paraphrase. Category: IF.

67.7% percentile inside its fair comparison set

71.5%Raw benchmark value

Simplify

LB · Chat / text · Objective

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #11 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 70.5%
Percentile: 84.6%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: simplify. Category: IF.

84.6% percentile inside its fair comparison set

70.5%Raw benchmark value

Story generation

LB · Chat / text · Objective

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #15 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 75.9%
Percentile: 78.5%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: story_generation. Category: IF.

78.5% percentile inside its fair comparison set

75.9%Raw benchmark value

Summarize

LB · Chat / text · Objective

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #36 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 69.4%
Percentile: 46.2%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: summarize. Category: IF.

46.2% percentile inside its fair comparison set

69.4%Raw benchmark value

Connections

LB · Chat / text · Objective

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #5 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 100%
Percentile: 100%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: connections. Category: Language.

100% percentile inside its fair comparison set

100%Raw benchmark value

Plot unscrambling

LB · Chat / text · Objective

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #4 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 79.1%
Percentile: 95.4%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: plot_unscrambling. Category: Language.

95.4% percentile inside its fair comparison set

79.1%Raw benchmark value

Typos

LB · Chat / text · Objective

It tests whether the model is actually useful in normal conversational turns, not just on narrow correctness tasks.

Rank #18 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 84%
Percentile: 80%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: typos. Category: Language.

80% percentile inside its fair comparison set

84%Raw benchmark value

Coding20 benchmarks61.7%

Terminal-Bench Hard

AA · Coding · Objective

It tells you whether the model can generate, repair, and reason over code under evaluator pressure rather than marketing examples.

Rank #2 · Source label: GPT-5.6 Sol (Low)

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 60.6%
Percentile: 99.7%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `terminalbenchHard`.

99.7% percentile inside its fair comparison set

60.6%Raw benchmark value

SciCode

AA · Coding · Objective

It tells you whether the model can generate, repair, and reason over code under evaluator pressure rather than marketing examples.

Rank #98 · Source label: GPT-5.6 Sol (Non-reasoning)

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 47.7%
Percentile: 51%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `scicode`.

51% percentile inside its fair comparison set

47.7%Raw benchmark value

HiL-Bench

SL · Coding · Rubric

It tells you whether the model can generate, repair, and reason over code under evaluator pressure rather than marketing examples.

Rank #11 · Source label: GPT 5.6 Sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Scale Labs
Raw value: 32.3%
Percentile: 37.5%
Last updated: recent
Eligibility: headline eligible

Parsed from the public Scale Labs page for scale-hil-bench. Reported model configuration: GPT 5.6 Sol. Collapse policy: highest reported score per canonical model.

37.5% percentile inside its fair comparison set

32.3%Raw benchmark value

Text Arena · Coding

AR · Coding · Human

It tells you whether the model can generate, repair, and reason over code under evaluator pressure rather than marketing examples.

Rank #14 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,534
Percentile: 96.5%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: coding. Source rank: #14. Votes: 9943. Organization: openai. License: Proprietary.

96.5% percentile inside its fair comparison set

1,534Raw benchmark valueCI 1,527 - 1,541

Text Arena · Coding · No Style Control

AR · Coding · Human

It tells you whether the model can generate, repair, and reason over code under evaluator pressure rather than marketing examples.

Rank #29 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,496
Percentile: 92.5%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: coding. Source rank: #29. Votes: 9943. Organization: openai. License: Proprietary.

92.5% percentile inside its fair comparison set

1,496Raw benchmark valueCI 1,489 - 1,503

Vibe Code Bench v1.1

VALS-AI · Coding · Objective

It tells you whether the model can generate, repair, and reason over code under evaluator pressure rather than marketing examples.

Rank #19 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 80.5%
Percentile: 80.6%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: vibe-code; provider: OpenAI.

80.6% percentile inside its fair comparison set

80.5%Raw benchmark valueCI 73.2% - 87.8%

Code Migration

VALS-AI · Coding · Objective

It tells you whether the model can generate, repair, and reason over code under evaluator pressure rather than marketing examples.

Rank #10 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 52.9%
Percentile: 86.8%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: code-migration; provider: OpenAI.

86.8% percentile inside its fair comparison set

52.9%Raw benchmark valueCI 44.4% - 61.4%

IOI

VALS-AI · Coding · Objective

It tells you whether the model can generate, repair, and reason over code under evaluator pressure rather than marketing examples.

Rank #5 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 91.2%
Percentile: 89.2%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: ioi; provider: OpenAI.

89.2% percentile inside its fair comparison set

91.2%Raw benchmark valueCI 82.3% - 100%

ProgramBench

VALS-AI · Coding · Objective

It tells you whether the model can generate, repair, and reason over code under evaluator pressure rather than marketing examples.

Rank #12 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 1.5%
Percentile: 81%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: programbench; provider: OpenAI.

81% percentile inside its fair comparison set

1.5%Raw benchmark valueCI 0% - 3.2%

Terminal-Bench 2.1

VALS-AI · Coding · Objective

It tells you whether the model can generate, repair, and reason over code under evaluator pressure rather than marketing examples.

Rank #3 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 85.8%
Percentile: 97%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: terminal-bench-2-1; provider: OpenAI.

97% percentile inside its fair comparison set

85.8%Raw benchmark valueCI 83.1% - 88.4%

SWE-bench Verified

VALS-AI · Coding · Objective

It tells you whether the model can generate, repair, and reason over code under evaluator pressure rather than marketing examples.

Rank #3 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 96.2%
Percentile: 97.6%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: swebench; provider: OpenAI.

97.6% percentile inside its fair comparison set

96.2%Raw benchmark valueCI 94.5% - 97.9%

LiveCodeBench

VALS-AI · Coding · Objective

It tells you whether the model can generate, repair, and reason over code under evaluator pressure rather than marketing examples.

Rank #49 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 82.6%
Percentile: 61.6%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: lcb; provider: OpenAI.

61.6% percentile inside its fair comparison set

82.6%Raw benchmark valueCI 80.5% - 84.7%

Terminal-Bench 4.0

TERMINAL-BENCH · Coding · Objective

It tells you whether the model can generate, repair, and reason over code under evaluator pressure rather than marketing examples.

Rank #18 · Source label: GPT-5.6 Sol (max)

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Terminal-Bench
Raw value: 37.3%
Percentile: 34.6%
Last updated: stale
Eligibility: headline eligible

34.6% percentile inside its fair comparison set

37.3%Raw benchmark valueCI 33.5% - 41.1%

Agentic coding

LB · Coding · Objective

It tells you whether the model can generate, repair, and reason over code under evaluator pressure rather than marketing examples.

Rank #27 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 56.2%
Percentile: 60%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Category: Agentic Coding. Tasks scored: 3.

60% percentile inside its fair comparison set

56.2%Raw benchmark value

Coding

LB · Coding · Objective

It tells you whether the model can generate, repair, and reason over code under evaluator pressure rather than marketing examples.

Rank #7 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 83.9%
Percentile: 90.8%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Category: Coding. Tasks scored: 2.

90.8% percentile inside its fair comparison set

83.9%Raw benchmark value

JavaScript

LB · Coding · Objective

It tells you whether the model can generate, repair, and reason over code under evaluator pressure rather than marketing examples.

Rank #36 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 63.6%
Percentile: 58.5%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: javascript. Category: Agentic Coding.

58.5% percentile inside its fair comparison set

63.6%Raw benchmark value

TypeScript

LB · Coding · Objective

It tells you whether the model can generate, repair, and reason over code under evaluator pressure rather than marketing examples.

Rank #14 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 50%
Percentile: 81.5%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: typescript. Category: Agentic Coding.

81.5% percentile inside its fair comparison set

50%Raw benchmark value

Python

LB · Coding · Objective

It tells you whether the model can generate, repair, and reason over code under evaluator pressure rather than marketing examples.

Rank #30 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 55%
Percentile: 63.1%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: python. Category: Agentic Coding.

63.1% percentile inside its fair comparison set

55%Raw benchmark value

Coding generation

LB · Coding · Objective

It tells you whether the model can generate, repair, and reason over code under evaluator pressure rather than marketing examples.

Rank #10 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 83.1%
Percentile: 87.7%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: code_generation. Category: Coding.

87.7% percentile inside its fair comparison set

83.1%Raw benchmark value

Coding completion

LB · Coding · Objective

It tells you whether the model can generate, repair, and reason over code under evaluator pressure rather than marketing examples.

Rank #6 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 84.8%
Percentile: 92.3%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: code_completion. Category: Coding.

92.3% percentile inside its fair comparison set

84.8%Raw benchmark value

Reasoning / math / science19 benchmarks80.7%

Humanity's Last Exam

AA · Reasoning / math / science · Objective

It is one of the cleaner reads on deliberate reasoning strength rather than style or popularity.

Rank #164 · Source label: GPT-5.6 Sol (Non-reasoning)

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 16.7%
Percentile: 69.2%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `hle`.

69.2% percentile inside its fair comparison set

16.7%Raw benchmark value

GPQA

AA · Reasoning / math / science · Objective

It is one of the cleaner reads on deliberate reasoning strength rather than style or popularity.

Rank #139 · Source label: GPT-5.6 Sol (Non-reasoning)

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 79%
Percentile: 72%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `gpqa`.

72% percentile inside its fair comparison set

79%Raw benchmark value

CritPt

AA · Reasoning / math / science · Objective

It is one of the cleaner reads on deliberate reasoning strength rather than style or popularity.

Rank #103 · Source label: GPT-5.6 Sol (Non-reasoning)

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 5.1%
Percentile: 77.7%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `critpt`.

77.7% percentile inside its fair comparison set

5.1%Raw benchmark value

EnigmaEval

SL · Reasoning / math / science · Rubric

It is one of the cleaner reads on deliberate reasoning strength rather than style or popularity.

Rank #2 · Source label: gpt-5.6-sol-high

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Scale Labs
Raw value: 37.1%
Percentile: 75%
Last updated: recent
Eligibility: headline eligible

Parsed from the public Scale Labs page for scale-enigmaeval. Reported model configuration: gpt-5.6-sol-high. Collapse policy: highest reported score per canonical model.

75% percentile inside its fair comparison set

37.1%Raw benchmark value

Text Arena · Math

AR · Reasoning / math / science · Human

It is one of the cleaner reads on deliberate reasoning strength rather than style or popularity.

Rank #22 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,494
Percentile: 94.2%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: math. Source rank: #22. Votes: 1732. Organization: openai. License: Proprietary.

94.2% percentile inside its fair comparison set

1,494Raw benchmark valueCI 1,480 - 1,508

Text Arena · Math · No Style Control

AR · Reasoning / math / science · Human

It is one of the cleaner reads on deliberate reasoning strength rather than style or popularity.

Rank #39 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,472
Percentile: 89.4%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: math. Source rank: #41. Votes: 1732. Organization: openai. License: Proprietary.

89.4% percentile inside its fair comparison set

1,472Raw benchmark valueCI 1,457 - 1,486

ProofBench

VALS-AI · Reasoning / math / science · Objective

It is one of the cleaner reads on deliberate reasoning strength rather than style or popularity.

Rank #11 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 83%
Percentile: 78.6%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: proof_bench; provider: OpenAI.

78.6% percentile inside its fair comparison set

83%Raw benchmark valueCI 75.6% - 90.4%

GPQA Diamond

VALS-AI · Reasoning / math / science · Objective

It is one of the cleaner reads on deliberate reasoning strength rather than style or popularity.

Rank #2 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 95.2%
Percentile: 99.2%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: gpqa; provider: OpenAI.

99.2% percentile inside its fair comparison set

95.2%Raw benchmark valueCI 93.1% - 97.3%

MMLU Pro

VALS-AI · Reasoning / math / science · Objective

It is one of the cleaner reads on deliberate reasoning strength rather than style or popularity.

Rank #16 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 89.1%
Percentile: 88%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: mmlu_pro; provider: OpenAI.

88% percentile inside its fair comparison set

89.1%Raw benchmark valueCI 88.5% - 89.7%

Mathematics

LB · Reasoning / math / science · Objective

It is one of the cleaner reads on deliberate reasoning strength rather than style or popularity.

Rank #9 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 96.2%
Percentile: 87.7%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Category: Mathematics. Tasks scored: 4.

87.7% percentile inside its fair comparison set

96.2%Raw benchmark value

Reasoning

LB · Reasoning / math / science · Objective

It is one of the cleaner reads on deliberate reasoning strength rather than style or popularity.

Rank #5 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 91.7%
Percentile: 93.8%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Category: Reasoning. Tasks scored: 4.

93.8% percentile inside its fair comparison set

91.7%Raw benchmark value

AMPS Hard

LB · Reasoning / math / science · Objective

It is one of the cleaner reads on deliberate reasoning strength rather than style or popularity.

Rank #23 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 98%
Percentile: 83.1%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: AMPS_Hard. Category: Mathematics.

83.1% percentile inside its fair comparison set

98%Raw benchmark value

Integrals with game

LB · Reasoning / math / science · Objective

It is one of the cleaner reads on deliberate reasoning strength rather than style or popularity.

Rank #1 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 100%
Percentile: 100%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: integrals_with_game. Category: Mathematics.

100% percentile inside its fair comparison set

100%Raw benchmark value

Math competition

LB · Reasoning / math / science · Objective

It is one of the cleaner reads on deliberate reasoning strength rather than style or popularity.

Rank #43 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 95.1%
Percentile: 49.2%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: math_comp. Category: Mathematics.

49.2% percentile inside its fair comparison set

95.1%Raw benchmark value

Olympiad

LB · Reasoning / math / science · Objective

It is one of the cleaner reads on deliberate reasoning strength rather than style or popularity.

Rank #18 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 91.7%
Percentile: 73.8%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: olympiad. Category: Mathematics.

73.8% percentile inside its fair comparison set

91.7%Raw benchmark value

Theory of mind

LB · Reasoning / math / science · Objective

It is one of the cleaner reads on deliberate reasoning strength rather than style or popularity.

Rank #10 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 84.6%
Percentile: 87.7%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: theory_of_mind. Category: Reasoning.

87.7% percentile inside its fair comparison set

84.6%Raw benchmark value

Zebra puzzle

LB · Reasoning / math / science · Objective

It is one of the cleaner reads on deliberate reasoning strength rather than style or popularity.

Rank #2 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 100%
Percentile: 100%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: zebra_puzzle. Category: Reasoning.

100% percentile inside its fair comparison set

100%Raw benchmark value

Spatial

LB · Reasoning / math / science · Objective

It is one of the cleaner reads on deliberate reasoning strength rather than style or popularity.

Rank #6 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 100%
Percentile: 100%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: spatial. Category: Reasoning.

100% percentile inside its fair comparison set

100%Raw benchmark value

Logic with navigation

LB · Reasoning / math / science · Objective

It is one of the cleaner reads on deliberate reasoning strength rather than style or popularity.

Rank #10 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 82%
Percentile: 86.2%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: logic_with_navigation. Category: Reasoning.

86.2% percentile inside its fair comparison set

82%Raw benchmark value

Professional reasoning35 benchmarks79.6%

PRBench Legal

SL · Professional reasoning · Rubric

Applied legal reasoning on professional-domain tasks.

Rank #7 · Source label: gpt-5.6-sol (max)

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Scale Labs
Raw value: 50.5%
Percentile: 85.4%
Last updated: recent
Eligibility: headline eligible

Parsed from the public Scale Labs page for scale-prbench-legal. Reported model configuration: gpt-5.6-sol (max). Collapse policy: highest reported score per canonical model.

85.4% percentile inside its fair comparison set

50.5%Raw benchmark value

Text Arena · Expert

AR · Professional reasoning · Human

Observed user preference in Arena's Text Arena expert leaderboard.

Rank #8 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,535
Percentile: 97.9%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: expert. Source rank: #8. Votes: 4112. Organization: openai. License: Proprietary.

97.9% percentile inside its fair comparison set

1,535Raw benchmark valueCI 1,525 - 1,544

Text Arena · Industry Business And Management And Financial Operations

AR · Professional reasoning · Human

Observed user preference in Arena's Text Arena industry_business_and_management_and_financial_operations leaderboard.

Rank #18 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,485
Percentile: 95.4%
Last updated: recent
Eligibility: headline eligible

95.4% percentile inside its fair comparison set

1,485Raw benchmark valueCI 1,477 - 1,492

Text Arena · Industry Entertainment And Sports And Media

AR · Professional reasoning · Human

Observed user preference in Arena's Text Arena industry_entertainment_and_sports_and_media leaderboard.

Rank #11 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,471
Percentile: 97.3%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: industry_entertainment_and_sports_and_media. Source rank: #11. Votes: 9287. Organization: openai. License: Proprietary.

97.3% percentile inside its fair comparison set

1,471Raw benchmark valueCI 1,464 - 1,478

Text Arena · Industry Legal And Government

AR · Professional reasoning · Human

Observed user preference in Arena's Text Arena industry_legal_and_government leaderboard.

Rank #20 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,494
Percentile: 94.6%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: industry_legal_and_government. Source rank: #20. Votes: 3111. Organization: openai. License: Proprietary.

94.6% percentile inside its fair comparison set

1,494Raw benchmark valueCI 1,483 - 1,505

Text Arena · Industry Life And Physical And Social Science

AR · Professional reasoning · Human

Observed user preference in Arena's Text Arena industry_life_and_physical_and_social_science leaderboard.

Rank #38 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,489
Percentile: 90.1%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: industry_life_and_physical_and_social_science. Source rank: #40. Votes: 5967. Organization: openai. License: Proprietary.

90.1% percentile inside its fair comparison set

1,489Raw benchmark valueCI 1,481 - 1,498

Text Arena · Industry Mathematical

AR · Professional reasoning · Human

Observed user preference in Arena's Text Arena industry_mathematical leaderboard.

Rank #10 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,513
Percentile: 97.5%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: industry_mathematical. Source rank: #10. Votes: 2026. Organization: openai. License: Proprietary.

97.5% percentile inside its fair comparison set

1,513Raw benchmark valueCI 1,499 - 1,527

Text Arena · Industry Medicine And Healthcare

AR · Professional reasoning · Human

Observed user preference in Arena's Text Arena industry_medicine_and_healthcare leaderboard.

Rank #54 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,480
Percentile: 84.7%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: industry_medicine_and_healthcare. Source rank: #58. Votes: 2672. Organization: openai. License: Proprietary.

84.7% percentile inside its fair comparison set

1,480Raw benchmark valueCI 1,468 - 1,492

Text Arena · Industry Software And It Services

AR · Professional reasoning · Human

Observed user preference in Arena's Text Arena industry_software_and_it_services leaderboard.

Rank #19 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,522
Percentile: 95.2%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: industry_software_and_it_services. Source rank: #19. Votes: 14357. Organization: openai. License: Proprietary.

95.2% percentile inside its fair comparison set

1,522Raw benchmark valueCI 1,516 - 1,528

Text Arena · Industry Writing And Literature And Language

AR · Professional reasoning · Human

Observed user preference in Arena's Text Arena industry_writing_and_literature_and_language leaderboard.

Rank #11 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,481
Percentile: 97.3%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: industry_writing_and_literature_and_language. Source rank: #11. Votes: 9866. Organization: openai. License: Proprietary.

97.3% percentile inside its fair comparison set

1,481Raw benchmark valueCI 1,474 - 1,489

Text Arena · Expert · No Style Control

AR · Professional reasoning · Human

Observed user preference in Arena's Text Arena expert leaderboard.

Rank #16 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,518
Percentile: 95.4%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: expert. Source rank: #16. Votes: 4112. Organization: openai. License: Proprietary.

95.4% percentile inside its fair comparison set

1,518Raw benchmark valueCI 1,508 - 1,528

Text Arena · Industry Business And Management And Financial Operations · No Style Control

AR · Professional reasoning · Human

Observed user preference in Arena's Text Arena industry_business_and_management_and_financial_operations leaderboard.

Rank #37 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,455
Percentile: 90.2%
Last updated: recent
Eligibility: headline eligible

90.2% percentile inside its fair comparison set

1,455Raw benchmark valueCI 1,447 - 1,463

Text Arena · Industry Entertainment And Sports And Media · No Style Control

AR · Professional reasoning · Human

Observed user preference in Arena's Text Arena industry_entertainment_and_sports_and_media leaderboard.

Rank #24 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,450
Percentile: 93.9%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: industry_entertainment_and_sports_and_media. Source rank: #25. Votes: 9287. Organization: openai. License: Proprietary.

93.9% percentile inside its fair comparison set

1,450Raw benchmark valueCI 1,442 - 1,457

Text Arena · Industry Legal And Government · No Style Control

AR · Professional reasoning · Human

Observed user preference in Arena's Text Arena industry_legal_and_government leaderboard.

Rank #37 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,472
Percentile: 89.7%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: industry_legal_and_government. Source rank: #39. Votes: 3111. Organization: openai. License: Proprietary.

89.7% percentile inside its fair comparison set

1,472Raw benchmark valueCI 1,461 - 1,483

Text Arena · Industry Life And Physical And Social Science · No Style Control

AR · Professional reasoning · Human

Observed user preference in Arena's Text Arena industry_life_and_physical_and_social_science leaderboard.

Rank #67 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,454
Percentile: 82.4%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: industry_life_and_physical_and_social_science. Source rank: #71. Votes: 5967. Organization: openai. License: Proprietary.

82.4% percentile inside its fair comparison set

1,454Raw benchmark valueCI 1,446 - 1,463

Text Arena · Industry Mathematical · No Style Control

AR · Professional reasoning · Human

Observed user preference in Arena's Text Arena industry_mathematical leaderboard.

Rank #19 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,496
Percentile: 94.9%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: industry_mathematical. Source rank: #19. Votes: 2026. Organization: openai. License: Proprietary.

94.9% percentile inside its fair comparison set

1,496Raw benchmark valueCI 1,482 - 1,509

Text Arena · Industry Medicine And Healthcare · No Style Control

AR · Professional reasoning · Human

Observed user preference in Arena's Text Arena industry_medicine_and_healthcare leaderboard.

Rank #99 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,432
Percentile: 71.7%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: industry_medicine_and_healthcare. Source rank: #107. Votes: 2672. Organization: openai. License: Proprietary.

71.7% percentile inside its fair comparison set

1,432Raw benchmark valueCI 1,420 - 1,444

Text Arena · Industry Software And It Services · No Style Control

AR · Professional reasoning · Human

Observed user preference in Arena's Text Arena industry_software_and_it_services leaderboard.

Rank #32 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,488
Percentile: 91.8%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: industry_software_and_it_services. Source rank: #32. Votes: 14357. Organization: openai. License: Proprietary.

91.8% percentile inside its fair comparison set

1,488Raw benchmark valueCI 1,482 - 1,494

Text Arena · Industry Writing And Literature And Language · No Style Control

AR · Professional reasoning · Human

Observed user preference in Arena's Text Arena industry_writing_and_literature_and_language leaderboard.

Rank #27 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,463
Percentile: 93.1%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: industry_writing_and_literature_and_language. Source rank: #29. Votes: 9866. Organization: openai. License: Proprietary.

93.1% percentile inside its fair comparison set

1,463Raw benchmark valueCI 1,456 - 1,470

Vals Index

VALS-AI · Professional reasoning · Combined

Weighted model performance across economically relevant Vals tasks.

Rank #10 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 58
Percentile: 77.5%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: vals_index; provider: OpenAI.

77.5% percentile inside its fair comparison set

58Raw benchmark valueCI 56 - 60

Legal Research Bench

VALS-AI · Professional reasoning · Objective

Applied legal research tasks.

Rank #9 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 48.1%
Percentile: 89.7%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: legal_research; provider: OpenAI.

89.7% percentile inside its fair comparison set

48.1%Raw benchmark valueCI 41.3% - 54.9%

Harvey's Legal Agent Benchmark

VALS-AI · Professional reasoning · Objective

Completing legal work with documents, spreadsheets, presentations, and file-system tools.

Rank #40 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 2.5%
Percentile: 44.9%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: hlab; provider: OpenAI.

44.9% percentile inside its fair comparison set

2.5%Raw benchmark valueCI 0.9% - 4.1%

LegalBench

VALS-AI · Professional reasoning · Objective

Academic legal reasoning tasks.

Rank #9 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 87%
Percentile: 94.1%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: legal_bench; provider: OpenAI.

94.1% percentile inside its fair comparison set

87%Raw benchmark valueCI 86.2% - 87.8%

Finance Agent v2

VALS-AI · Professional reasoning · Objective

Core financial analyst tasks for agentic models.

Rank #23 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 53.8%
Percentile: 68.1%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: fabv2; provider: OpenAI.

68.1% percentile inside its fair comparison set

53.8%Raw benchmark valueCI 52.1% - 55.4%

MedCode

VALS-AI · Professional reasoning · Objective

Medical billing support and coding tasks.

Rank #41 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 44%
Percentile: 57.9%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: medcode; provider: OpenAI.

57.9% percentile inside its fair comparison set

44%Raw benchmark valueCI 39.5% - 48.4%

MedScribe

VALS-AI · Professional reasoning · Objective

Administrative documentation support for doctors.

Rank #28 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 85.2%
Percentile: 71.9%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: medscribe; provider: OpenAI.

71.9% percentile inside its fair comparison set

85.2%Raw benchmark valueCI 81.4% - 89.1%

SAGE

VALS-AI · Professional reasoning · Objective

Student Assessment with Generative Evaluation.

Rank #6 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 52.6%
Percentile: 93.8%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: sage; provider: OpenAI.

93.8% percentile inside its fair comparison set

52.6%Raw benchmark valueCI 45.9% - 59.3%

Public Benefits Bench

VALS-AI · Professional reasoning · Objective

Answering SNAP benefits questions across the public-benefits lifecycle.

Rank #16 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 66.5%
Percentile: 66.7%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: public-benefits-bench; provider: OpenAI.

66.7% percentile inside its fair comparison set

66.5%Raw benchmark valueCI 64.1% - 68.9%

SkillsBench

VALS-AI · Professional reasoning · Objective

Applied professional skills tasks.

Rank #14 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 54.1%
Percentile: 60.6%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: skillsbench; provider: OpenAI.

60.6% percentile inside its fair comparison set

54.1%Raw benchmark valueCI 44.8% - 63.4%

TaxEval v2

VALS-AI · Professional reasoning · Objective

Answer quality on tax questions and responses.

Rank #30 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 74.8%
Percentile: 77.5%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: tax_eval_v2; provider: OpenAI.

77.5% percentile inside its fair comparison set

74.8%Raw benchmark valueCI 73.1% - 76.5%

Data analysis

LB · Professional reasoning · Objective

Structured data manipulation and table reasoning accuracy.

Rank #10 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 79.8%
Percentile: 86.2%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Category: Data Analysis. Tasks scored: 3.

86.2% percentile inside its fair comparison set

79.8%Raw benchmark value

Overall

LB · Professional reasoning · Objective

Average objective performance across LiveBench's current public category mix.

Rank #10 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 81.1%
Percentile: 86.2%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Category averages included: 7.

86.2% percentile inside its fair comparison set

81.1%Raw benchmark value

Consecutive events

LB · Professional reasoning · Objective

Objective consecutive events score in LiveBench.

Rank #13 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 90.2%
Percentile: 81.5%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: consecutive_events. Category: Data Analysis.

81.5% percentile inside its fair comparison set

90.2%Raw benchmark value

Table join

LB · Professional reasoning · Objective

Objective table join score in LiveBench.

Rank #26 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 49.3%
Percentile: 61.5%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: tablejoin. Category: Data Analysis.

61.5% percentile inside its fair comparison set

49.3%Raw benchmark value

Table reformat

LB · Professional reasoning · Objective

Objective table reformat score in LiveBench.

Rank #9 · Source label: gpt-5.6-sol-max

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 100%
Percentile: 100%
Last updated: stale
Eligibility: headline eligible

Derived from the official LiveBench website leaderboard table. Task: tablereformat. Category: Data Analysis.

100% percentile inside its fair comparison set

100%Raw benchmark value

Search / tool use3 benchmarks87.2%

Tau2-Bench Telecom

AA · Search / tool use · Objective

It matters when the model must browse, call tools, and recover useful answers from external systems.

Rank #88 · Source label: GPT-5.6 Sol (Low)

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 76%
Percentile: 74.3%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `tau2`.

74.3% percentile inside its fair comparison set

76%Raw benchmark value

Search Arena

AR · Search / tool use · Human

It matters when the model must browse, call tools, and recover useful answers from external systems.

Rank #1 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,256
Percentile: 100%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: overall. Source rank: #1. Votes: 29663. Organization: openai. License: Proprietary.

100% percentile inside its fair comparison set

1,256Raw benchmark valueCI 1,248 - 1,263

Search Arena · No Style Control

AR · Search / tool use · Human

It matters when the model must browse, call tools, and recover useful answers from external systems.

Rank #1 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,257
Percentile: 100%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: overall. Source rank: #1. Votes: 29663. Organization: openai. License: Proprietary.

100% percentile inside its fair comparison set

1,257Raw benchmark valueCI 1,250 - 1,265

Long context2 benchmarks63.3%

Long Context Reasoning

AA · Long context · Objective

It checks whether long-context claims survive contact with retrieval, memory, or long-document tasks.

Rank #187 · Source label: GPT-5.6 Sol (Non-reasoning)

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 62.3%
Percentile: 59.1%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `lcr`.

59.1% percentile inside its fair comparison set

62.3%Raw benchmark value

CorpFin v2

VALS-AI · Long context · Objective

It checks whether long-context claims survive contact with retrieval, memory, or long-document tasks.

Rank #39 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 64.4%
Percentile: 67.5%
Last updated: aging
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: corp_fin_v2; provider: OpenAI.

67.5% percentile inside its fair comparison set

64.4%Raw benchmark valueCI 62.5% - 66.2%

Vision understanding16 benchmarks80.8%

MMMU-Pro

AA · Vision understanding · Objective

It is useful when the model must read charts, UI, screenshots, or visual scenes rather than text alone.

Rank #83 · Source label: GPT-5.6 Sol (Non-reasoning)

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 71.9%
Percentile: 60.6%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `mmmuPro`.

60.6% percentile inside its fair comparison set

71.9%Raw benchmark value

Vision Arena

AR · Vision understanding · Human

It is useful when the model must read charts, UI, screenshots, or visual scenes rather than text alone.

Rank #18 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,285
Percentile: 87.8%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: overall. Source rank: #18. Votes: 10421. Organization: openai. License: Proprietary.

87.8% percentile inside its fair comparison set

1,285Raw benchmark valueCI 1,277 - 1,292

Vision Arena · Creative Writing Vision

AR · Vision understanding · Human

It is useful when the model must read charts, UI, screenshots, or visual scenes rather than text alone.

Rank #12 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,288
Percentile: 86.6%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: creative_writing_vision. Source rank: #12. Votes: 946. Organization: openai. License: Proprietary.

86.6% percentile inside its fair comparison set

1,288Raw benchmark valueCI 1,267 - 1,308

Vision Arena · Diagram

AR · Vision understanding · Human

It is useful when the model must read charts, UI, screenshots, or visual scenes rather than text alone.

Rank #16 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,316
Percentile: 84.8%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: diagram. Source rank: #16. Votes: 2577. Organization: openai. License: Proprietary.

84.8% percentile inside its fair comparison set

1,316Raw benchmark valueCI 1,303 - 1,328

Vision Arena · English

AR · Vision understanding · Human

It is useful when the model must read charts, UI, screenshots, or visual scenes rather than text alone.

Rank #14 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,282
Percentile: 90.6%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: english. Source rank: #14. Votes: 3525. Organization: openai. License: Proprietary.

90.6% percentile inside its fair comparison set

1,282Raw benchmark valueCI 1,271 - 1,294

Vision Arena · Homework

AR · Vision understanding · Human

It is useful when the model must read charts, UI, screenshots, or visual scenes rather than text alone.

Rank #18 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,318
Percentile: 82.3%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: homework. Source rank: #19. Votes: 1057. Organization: openai. License: Proprietary.

82.3% percentile inside its fair comparison set

1,318Raw benchmark valueCI 1,299 - 1,336

Vision Arena · Humor

AR · Vision understanding · Human

It is useful when the model must read charts, UI, screenshots, or visual scenes rather than text alone.

Rank #29 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,253
Percentile: 61.6%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: humor. Source rank: #33. Votes: 512. Organization: openai. License: Proprietary.

61.6% percentile inside its fair comparison set

1,253Raw benchmark valueCI 1,227 - 1,280

Vision Arena · Ocr

AR · Vision understanding · Human

It is useful when the model must read charts, UI, screenshots, or visual scenes rather than text alone.

Rank #23 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,296
Percentile: 78%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: ocr. Source rank: #24. Votes: 7011. Organization: openai. License: Proprietary.

78% percentile inside its fair comparison set

1,296Raw benchmark valueCI 1,288 - 1,304

Vision Arena · No Style Control

AR · Vision understanding · Human

It is useful when the model must read charts, UI, screenshots, or visual scenes rather than text alone.

Rank #32 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,279
Percentile: 77.7%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: overall. Source rank: #35. Votes: 10421. Organization: openai. License: Proprietary.

77.7% percentile inside its fair comparison set

1,279Raw benchmark valueCI 1,272 - 1,287

Vision Arena · Creative Writing Vision · No Style Control

AR · Vision understanding · Human

It is useful when the model must read charts, UI, screenshots, or visual scenes rather than text alone.

Rank #24 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,281
Percentile: 72%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: creative_writing_vision. Source rank: #27. Votes: 946. Organization: openai. License: Proprietary.

72% percentile inside its fair comparison set

1,281Raw benchmark valueCI 1,260 - 1,301

Vision Arena · Diagram · No Style Control

AR · Vision understanding · Human

It is useful when the model must read charts, UI, screenshots, or visual scenes rather than text alone.

Rank #25 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,303
Percentile: 75.8%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: diagram. Source rank: #28. Votes: 2577. Organization: openai. License: Proprietary.

75.8% percentile inside its fair comparison set

1,303Raw benchmark valueCI 1,291 - 1,316

Vision Arena · English · No Style Control

AR · Vision understanding · Human

It is useful when the model must read charts, UI, screenshots, or visual scenes rather than text alone.

Rank #32 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,279
Percentile: 77.5%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: english. Source rank: #35. Votes: 3525. Organization: openai. License: Proprietary.

77.5% percentile inside its fair comparison set

1,279Raw benchmark valueCI 1,267 - 1,290

Vision Arena · Homework · No Style Control

AR · Vision understanding · Human

It is useful when the model must read charts, UI, screenshots, or visual scenes rather than text alone.

Rank #29 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,309
Percentile: 70.8%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: homework. Source rank: #32. Votes: 1057. Organization: openai. License: Proprietary.

70.8% percentile inside its fair comparison set

1,309Raw benchmark valueCI 1,291 - 1,327

Vision Arena · Humor · No Style Control

AR · Vision understanding · Human

It is useful when the model must read charts, UI, screenshots, or visual scenes rather than text alone.

Rank #41 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,243
Percentile: 45.2%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: humor. Source rank: #46. Votes: 512. Organization: openai. License: Proprietary.

45.2% percentile inside its fair comparison set

1,243Raw benchmark valueCI 1,216 - 1,270

Vision Arena · Ocr · No Style Control

AR · Vision understanding · Human

It is useful when the model must read charts, UI, screenshots, or visual scenes rather than text alone.

Rank #34 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,289
Percentile: 67%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: ocr. Source rank: #37. Votes: 7011. Organization: openai. License: Proprietary.

67% percentile inside its fair comparison set

1,289Raw benchmark valueCI 1,281 - 1,297

MMMU Pro

VALS-AI · Vision understanding · Objective

It is useful when the model must read charts, UI, screenshots, or visual scenes rather than text alone.

Rank #6 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 88.8%
Percentile: 94%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: mmmu; provider: OpenAI.

94% percentile inside its fair comparison set

88.8%Raw benchmark valueCI 87.4% - 90.3%

Document understanding4 benchmarks80.6%

Document Arena

AR · Document understanding · Human

It matters when the job is reading PDFs, tables, forms, or mixed-layout documents rather than plain chat.

Rank #8 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,489
Percentile: 82.5%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: overall. Source rank: #8. Votes: 4818. Organization: openai. License: Proprietary.

82.5% percentile inside its fair comparison set

1,489Raw benchmark valueCI 1,480 - 1,498

Document Arena · No Style Control

AR · Document understanding · Human

It matters when the job is reading PDFs, tables, forms, or mixed-layout documents rather than plain chat.

Rank #9 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,483
Percentile: 80%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: overall. Source rank: #10. Votes: 4818. Organization: openai. License: Proprietary.

80% percentile inside its fair comparison set

1,483Raw benchmark valueCI 1,474 - 1,492

MortgageTax

VALS-AI · Document understanding · Objective

It matters when the job is reading PDFs, tables, forms, or mixed-layout documents rather than plain chat.

Rank #28 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 67.3%
Percentile: 68.6%
Last updated: recent
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: mortgage_tax; provider: OpenAI.

68.6% percentile inside its fair comparison set

67.3%Raw benchmark valueCI 65.5% - 69.1%

Vals Multimodal Index

VALS-AI · Document understanding · Combined

It matters when the job is reading PDFs, tables, forms, or mixed-layout documents rather than plain chat.

Rank #4 · Source label: openai/gpt-5.6-sol

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 73
Percentile: 90.6%
Last updated: aging
Eligibility: headline eligible

Parsed from Vals AI BenchmarkView overall scores. Vals slug: vals_multimodal_index; provider: OpenAI.

90.6% percentile inside its fair comparison set

73Raw benchmark valueCI 71 - 74

Multilingual20 benchmarksn/a

Text Arena · Chinese

AR · Multilingual · Human

Observed user preference in Arena's Text Arena chinese leaderboard.

Rank #12 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,538
Percentile: 96.9%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: chinese. Source rank: #12. Votes: 2823. Organization: openai. License: Proprietary.

96.9% percentile inside its fair comparison set

1,538Raw benchmark valueCI 1,526 - 1,550

Text Arena · French

AR · Multilingual · Human

Observed user preference in Arena's Text Arena french leaderboard.

Rank #12 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,510
Percentile: 95.7%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: french. Source rank: #12. Votes: 1116. Organization: openai. License: Proprietary.

95.7% percentile inside its fair comparison set

1,510Raw benchmark valueCI 1,490 - 1,529

Text Arena · German

AR · Multilingual · Human

Observed user preference in Arena's Text Arena german leaderboard.

Rank #9 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,501
Percentile: 97.1%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: german. Source rank: #9. Votes: 566. Organization: openai. License: Proprietary.

97.1% percentile inside its fair comparison set

1,501Raw benchmark valueCI 1,476 - 1,526

Text Arena · Japanese

AR · Multilingual · Human

Observed user preference in Arena's Text Arena japanese leaderboard.

Rank #13 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,495
Percentile: 95.1%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: japanese. Source rank: #13. Votes: 549. Organization: openai. License: Proprietary.

95.1% percentile inside its fair comparison set

1,495Raw benchmark valueCI 1,468 - 1,523

Text Arena · Korean

AR · Multilingual · Human

Observed user preference in Arena's Text Arena korean leaderboard.

Rank #21 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,449
Percentile: 91.8%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: korean. Source rank: #21. Votes: 723. Organization: openai. License: Proprietary.

91.8% percentile inside its fair comparison set

1,449Raw benchmark valueCI 1,426 - 1,473

Text Arena · Non English

AR · Multilingual · Human

Observed user preference in Arena's Text Arena non_english leaderboard.

Rank #20 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,475
Percentile: 94.9%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: non_english. Source rank: #20. Votes: 21823. Organization: openai. License: Proprietary.

94.9% percentile inside its fair comparison set

1,475Raw benchmark valueCI 1,470 - 1,480

Text Arena · Polish

AR · Multilingual · Human

Observed user preference in Arena's Text Arena polish leaderboard.

Rank #11 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,500
Percentile: 95%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: polish. Source rank: #11. Votes: 546. Organization: openai. License: Proprietary.

95% percentile inside its fair comparison set

1,500Raw benchmark valueCI 1,474 - 1,525

Text Arena · Russian

AR · Multilingual · Human

Observed user preference in Arena's Text Arena russian leaderboard.

Rank #19 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,494
Percentile: 94.7%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: russian. Source rank: #19. Votes: 4265. Organization: openai. License: Proprietary.

94.7% percentile inside its fair comparison set

1,494Raw benchmark valueCI 1,484 - 1,503

Text Arena · Spanish

AR · Multilingual · Human

Observed user preference in Arena's Text Arena spanish leaderboard.

Rank #34 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,467
Percentile: 87.3%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: spanish. Source rank: #34. Votes: 1040. Organization: openai. License: Proprietary.

87.3% percentile inside its fair comparison set

1,467Raw benchmark valueCI 1,448 - 1,486

Text Arena · Chinese · No Style Control

AR · Multilingual · Human

Observed user preference in Arena's Text Arena chinese leaderboard.

Rank #26 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,523
Percentile: 92.9%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: chinese. Source rank: #28. Votes: 2823. Organization: openai. License: Proprietary.

92.9% percentile inside its fair comparison set

1,523Raw benchmark valueCI 1,511 - 1,535

Text Arena · French · No Style Control

AR · Multilingual · Human

Observed user preference in Arena's Text Arena french leaderboard.

Rank #33 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,475
Percentile: 87.5%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: french. Source rank: #35. Votes: 1116. Organization: openai. License: Proprietary.

87.5% percentile inside its fair comparison set

1,475Raw benchmark valueCI 1,456 - 1,494

Text Arena · German · No Style Control

AR · Multilingual · Human

Observed user preference in Arena's Text Arena german leaderboard.

Rank #26 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,471
Percentile: 90.8%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: german. Source rank: #27. Votes: 566. Organization: openai. License: Proprietary.

90.8% percentile inside its fair comparison set

1,471Raw benchmark valueCI 1,447 - 1,496

Text Arena · Japanese · No Style Control

AR · Multilingual · Human

Observed user preference in Arena's Text Arena japanese leaderboard.

Rank #19 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,471
Percentile: 92.6%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: japanese. Source rank: #20. Votes: 549. Organization: openai. License: Proprietary.

92.6% percentile inside its fair comparison set

1,471Raw benchmark valueCI 1,443 - 1,498

Text Arena · Korean · No Style Control

AR · Multilingual · Human

Observed user preference in Arena's Text Arena korean leaderboard.

Rank #28 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,436
Percentile: 88.9%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: korean. Source rank: #31. Votes: 723. Organization: openai. License: Proprietary.

88.9% percentile inside its fair comparison set

1,436Raw benchmark valueCI 1,413 - 1,459

Text Arena · Non English · No Style Control

AR · Multilingual · Human

Observed user preference in Arena's Text Arena non_english leaderboard.

Rank #34 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,450
Percentile: 91.2%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: non_english. Source rank: #36. Votes: 21823. Organization: openai. License: Proprietary.

91.2% percentile inside its fair comparison set

1,450Raw benchmark valueCI 1,445 - 1,456

Text Arena · Polish · No Style Control

AR · Multilingual · Human

Observed user preference in Arena's Text Arena polish leaderboard.

Rank #31 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,461
Percentile: 84.9%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: polish. Source rank: #33. Votes: 546. Organization: openai. License: Proprietary.

84.9% percentile inside its fair comparison set

1,461Raw benchmark valueCI 1,436 - 1,486

Text Arena · Russian · No Style Control

AR · Multilingual · Human

Observed user preference in Arena's Text Arena russian leaderboard.

Rank #31 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,468
Percentile: 91.2%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: russian. Source rank: #33. Votes: 4265. Organization: openai. License: Proprietary.

91.2% percentile inside its fair comparison set

1,468Raw benchmark valueCI 1,458 - 1,477

Text Arena · Spanish · No Style Control

AR · Multilingual · Human

Observed user preference in Arena's Text Arena spanish leaderboard.

Rank #61 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,446
Percentile: 76.8%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: spanish. Source rank: #64. Votes: 1040. Organization: openai. License: Proprietary.

76.8% percentile inside its fair comparison set

1,446Raw benchmark valueCI 1,427 - 1,465

Vision Arena · Chinese

AR · Multilingual · Human

Observed user preference in Arena's Vision Arena chinese leaderboard.

Rank #36 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,300
Percentile: 66.3%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: chinese. Source rank: #39. Votes: 626. Organization: openai. License: Proprietary.

66.3% percentile inside its fair comparison set

1,300Raw benchmark valueCI 1,275 - 1,325

Vision Arena · Chinese · No Style Control

AR · Multilingual · Human

Observed user preference in Arena's Vision Arena chinese leaderboard.

Rank #41 · Source label: gpt-5.6-sol-xhigh

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,307
Percentile: 61.5%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `gpt-5.6-sol-xhigh`. Category: chinese. Source rank: #45. Votes: 626. Organization: openai. License: Proprietary.

61.5% percentile inside its fair comparison set

1,307Raw benchmark valueCI 1,282 - 1,332

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GPT-5.6 Sol

Current snapshot.

Source-linked scores by benchmark

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Loading model evidence.

GPT-5.6 Sol

Current snapshot.

Source-linked scores by benchmark

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