Model profile · Qwen

qwen3.6-plus

Open weightsmid · registry tag 2026 benchmark-derived

Verified but aging

Reads as verified but aging across the resolved source data. Capability fit excludes speed and cost.

Visible coverage: 55.5%
Verified coverage: 55.5%
Spread: 97.9%
Last verified: Oct 3, 2026

55%capability fit

textcodedocumentvision3 aliases35 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.

Verified but agingThis model currently reads as verified but aging across the resolved source data.

Chat / text36 benchmarks65.9%

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 #104 · Source label: Qwen3.6 Plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 27
Percentile: 81.4%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `intelligenceIndex`.

81.4% percentile inside its fair comparison set

27Raw 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 #148 · Source label: Qwen3.6 Plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 26.4%
Percentile: 67.5%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `omniscienceAccuracy`.

67.5% percentile inside its fair comparison set

26.4%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 #51 · Source label: Qwen3.6 Plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 65.4%
Percentile: 89%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `omniscienceNonHallucination`.

89% percentile inside its fair comparison set

65.4%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 #15 · Source label: Qwen3.6 Plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 75.2%
Percentile: 96%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `ifbench`.

96% percentile inside its fair comparison set

75.2%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 #187 · Source label: Qwen3.6 Plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: $0.5 /1M input tokens
Percentile: 49.7%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `price1mInputTokens`.

49.7% percentile inside its fair comparison set

$0.5 /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 #209 · Source label: Qwen3.6 Plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: $3 /1M output tokens
Percentile: 44.1%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `price1mOutputTokens`.

44.1% percentile inside its fair comparison set

$3 /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 #201 · Source label: Qwen3.6 Plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 56 tokens/s
Percentile: 23.7%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `medianOutputTokensPerSecond`.

23.7% percentile inside its fair comparison set

56 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 #92 · Source label: Qwen3.6 Plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 2.12s
Percentile: 65.5%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `medianTimeToFirstTokenSeconds`.

65.5% percentile inside its fair comparison set

2.12sRaw 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 #243 · Source label: Qwen3.6 Plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 101.14s
Percentile: 7.6%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `medianTimeToFirstAnswerTokenSeconds`.

7.6% percentile inside its fair comparison set

101.14sRaw 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 #80 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,443
Percentile: 79%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: overall. Source rank: #88. Votes: 48062. Organization: alibaba. License: Proprietary.

79% percentile inside its fair comparison set

1,443Raw benchmark valueCI 1,439 - 1,448

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 #87 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,407
Percentile: 77%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: creative_writing. Source rank: #97. Votes: 7212. Organization: alibaba. License: Proprietary.

77% percentile inside its fair comparison set

1,407Raw benchmark valueCI 1,399 - 1,415

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 #76 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,456
Percentile: 80.1%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: english. Source rank: #84. Votes: 21549. Organization: alibaba. License: Proprietary.

80.1% percentile inside its fair comparison set

1,456Raw benchmark valueCI 1,451 - 1,461

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 #82 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,442
Percentile: 78.5%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: exclude_ties. Source rank: #90. Votes: 36092. Organization: alibaba. License: Proprietary.

78.5% percentile inside its fair comparison set

1,442Raw benchmark valueCI 1,437 - 1,448

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 #77 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,468
Percentile: 79.8%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: hard_prompts. Source rank: #85. Votes: 32502. Organization: alibaba. License: Proprietary.

79.8% percentile inside its fair comparison set

1,468Raw benchmark valueCI 1,463 - 1,473

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 #72 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,477
Percentile: 81%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: hard_prompts_english. Source rank: #79. Votes: 15302. Organization: alibaba. License: Proprietary.

81% percentile inside its fair comparison set

1,477Raw benchmark valueCI 1,471 - 1,483

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 #79 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,435
Percentile: 79.3%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: instruction_following. Source rank: #86. Votes: 16515. Organization: alibaba. License: Proprietary.

79.3% percentile inside its fair comparison set

1,435Raw benchmark valueCI 1,430 - 1,441

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 #75 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,455
Percentile: 79.2%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: longer_query. Source rank: #82. Votes: 21134. Organization: alibaba. License: Proprietary.

79.2% percentile inside its fair comparison set

1,455Raw benchmark valueCI 1,449 - 1,460

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 #89 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,445
Percentile: 76.5%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: multi_turn. Source rank: #99. Votes: 8434. Organization: alibaba. License: Proprietary.

76.5% percentile inside its fair comparison set

1,445Raw benchmark valueCI 1,437 - 1,452

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 #76 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,437
Percentile: 80.1%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: overall. Source rank: #82. Votes: 48062. Organization: alibaba. License: Proprietary.

80.1% percentile inside its fair comparison set

1,437Raw benchmark valueCI 1,433 - 1,441

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 #79 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,405
Percentile: 79.1%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: creative_writing. Source rank: #86. Votes: 7212. Organization: alibaba. License: Proprietary.

79.1% percentile inside its fair comparison set

1,405Raw benchmark valueCI 1,397 - 1,412

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 #78 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,446
Percentile: 79.5%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: english. Source rank: #83. Votes: 21549. Organization: alibaba. License: Proprietary.

79.5% percentile inside its fair comparison set

1,446Raw benchmark valueCI 1,440 - 1,451

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 #78 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,431
Percentile: 79.5%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: exclude_ties. Source rank: #85. Votes: 36092. Organization: alibaba. License: Proprietary.

79.5% percentile inside its fair comparison set

1,431Raw benchmark valueCI 1,425 - 1,436

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 #71 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,449
Percentile: 81.4%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: hard_prompts. Source rank: #74. Votes: 32502. Organization: alibaba. License: Proprietary.

81.4% percentile inside its fair comparison set

1,449Raw benchmark valueCI 1,444 - 1,454

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 #70 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,456
Percentile: 81.6%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: hard_prompts_english. Source rank: #73. Votes: 15302. Organization: alibaba. License: Proprietary.

81.6% percentile inside its fair comparison set

1,456Raw benchmark valueCI 1,450 - 1,462

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 #75 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,424
Percentile: 80.3%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: instruction_following. Source rank: #79. Votes: 16515. Organization: alibaba. License: Proprietary.

80.3% percentile inside its fair comparison set

1,424Raw benchmark valueCI 1,419 - 1,430

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 #73 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,440
Percentile: 79.7%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: longer_query. Source rank: #77. Votes: 21134. Organization: alibaba. License: Proprietary.

79.7% percentile inside its fair comparison set

1,440Raw benchmark valueCI 1,434 - 1,445

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 #81 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,438
Percentile: 78.6%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: multi_turn. Source rank: #88. Votes: 8434. Organization: alibaba. License: Proprietary.

78.6% percentile inside its fair comparison set

1,438Raw benchmark valueCI 1,431 - 1,445

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 #60 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 58.3%
Percentile: 9.2%
Last updated: stale
Eligibility: headline eligible

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

9.2% percentile inside its fair comparison set

58.3%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 #49 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 75%
Percentile: 26.2%
Last updated: stale
Eligibility: headline eligible

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

26.2% percentile inside its fair comparison set

75%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 #53 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 60.6%
Percentile: 20%
Last updated: stale
Eligibility: headline eligible

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

20% percentile inside its fair comparison set

60.6%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 #62 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 51.6%
Percentile: 6.2%
Last updated: stale
Eligibility: headline eligible

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

6.2% percentile inside its fair comparison set

51.6%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 #66 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 56.9%
Percentile: 0%
Last updated: stale
Eligibility: headline eligible

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

0% percentile inside its fair comparison set

56.9%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 #53 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 64.3%
Percentile: 20%
Last updated: stale
Eligibility: headline eligible

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

20% percentile inside its fair comparison set

64.3%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 #58 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 90.5%
Percentile: 12.3%
Last updated: stale
Eligibility: headline eligible

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

12.3% percentile inside its fair comparison set

90.5%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 #56 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 52.5%
Percentile: 15.4%
Last updated: stale
Eligibility: headline eligible

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

15.4% percentile inside its fair comparison set

52.5%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 #29 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 82%
Percentile: 61.5%
Last updated: stale
Eligibility: headline eligible

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

61.5% percentile inside its fair comparison set

82%Raw benchmark value

Coding30 benchmarks55.9%

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 #17 · Source label: Qwen3.6 Plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 43.9%
Percentile: 95.8%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `terminalbenchHard`.

95.8% percentile inside its fair comparison set

43.9%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 #78 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,496
Percentile: 79.2%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: coding. Source rank: #84. Votes: 14656. Organization: alibaba. License: Proprietary.

79.2% percentile inside its fair comparison set

1,496Raw benchmark valueCI 1,490 - 1,502

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 #67 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,467
Percentile: 82.2%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: coding. Source rank: #71. Votes: 14656. Organization: alibaba. License: Proprietary.

82.2% percentile inside its fair comparison set

1,467Raw benchmark valueCI 1,461 - 1,473

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 #60 · Source label: alibaba/qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 25.6%
Percentile: 36.6%
Last updated: recent
Eligibility: headline eligible

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

36.6% percentile inside its fair comparison set

25.6%Raw benchmark valueCI 17.9% - 33.2%

WebDev Arena

AR · Coding · Human

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

Rank #63 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,461
Percentile: 51.2%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: overall. Source rank: #65. Votes: 18688. Organization: alibaba. License: Proprietary.

51.2% percentile inside its fair comparison set

1,461Raw benchmark valueCI 1,455 - 1,466

Code Arena · Webdev Html

AR · Coding · Human

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

Rank #62 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,462
Percentile: 51.2%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: webdev-html. Source rank: #66. Votes: 2097. Organization: alibaba. License: Proprietary.

51.2% percentile inside its fair comparison set

1,462Raw benchmark valueCI 1,449 - 1,476

Code Arena · Webdev React

AR · Coding · Human

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

Rank #62 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,454
Percentile: 46%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: webdev-react. Source rank: #64. Votes: 13854. Organization: alibaba. License: Proprietary.

46% percentile inside its fair comparison set

1,454Raw benchmark valueCI 1,447 - 1,460

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 #57 · Source label: alibaba/qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 11.1%
Percentile: 17.6%
Last updated: recent
Eligibility: headline eligible

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

17.6% percentile inside its fair comparison set

11.1%Raw benchmark valueCI 8.5% - 13.7%

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 #45 · Source label: alibaba/qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 0%
Percentile: 51.7%
Last updated: recent
Eligibility: headline eligible

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

51.7% percentile inside its fair comparison set

0%Raw benchmark valueCI 0% - 0%

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 #50 · Source label: alibaba/qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 53.2%
Percentile: 26.9%
Last updated: recent
Eligibility: headline eligible

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

26.9% percentile inside its fair comparison set

53.2%Raw benchmark valueCI 50% - 56.4%

Code Arena · Image To Webdev

AR · Coding · Human

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

Rank #31 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,469
Percentile: 31.8%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: image_to_webdev. Source rank: #34. Votes: 5408. Organization: alibaba. License: Proprietary.

31.8% percentile inside its fair comparison set

1,469Raw benchmark valueCI 1,458 - 1,479

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 #48 · Source label: alibaba/qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 73.4%
Percentile: 42.7%
Last updated: recent
Eligibility: headline eligible

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

42.7% percentile inside its fair comparison set

73.4%Raw benchmark valueCI 69.5% - 77.3%

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 #25 · Source label: alibaba/qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 86%
Percentile: 80.8%
Last updated: recent
Eligibility: headline eligible

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

80.8% percentile inside its fair comparison set

86%Raw benchmark valueCI 84% - 87.9%

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 #59 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 41.4%
Percentile: 10.8%
Last updated: stale
Eligibility: headline eligible

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

10.8% percentile inside its fair comparison set

41.4%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 #34 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 78.2%
Percentile: 52.3%
Last updated: stale
Eligibility: headline eligible

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

52.3% percentile inside its fair comparison set

78.2%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 #53 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 59.1%
Percentile: 27.7%
Last updated: stale
Eligibility: headline eligible

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

27.7% percentile inside its fair comparison set

59.1%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 #64 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 20%
Percentile: 7.7%
Last updated: stale
Eligibility: headline eligible

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

7.7% percentile inside its fair comparison set

20%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 #55 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 45%
Percentile: 20%
Last updated: stale
Eligibility: headline eligible

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

20% percentile inside its fair comparison set

45%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 #19 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 80.3%
Percentile: 78.5%
Last updated: stale
Eligibility: headline eligible

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

78.5% percentile inside its fair comparison set

80.3%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 #44 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 76.1%
Percentile: 40%
Last updated: stale
Eligibility: headline eligible

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

40% percentile inside its fair comparison set

76.1%Raw benchmark value

Debugging

BB · 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: openrouter/qwen/qwen3.6-plus

verified runtimeexact aliasBackground only

Raw row drilldownsource row, percentile, last updated, eligibility

Source: BridgeBench
Raw value: 85.1%
Percentile: 58.3%
Last updated: archived
Eligibility: benchmark_derived_model

Parsed from the BridgeBench page for bridgebench-debugging.

58.3% percentile inside its fair comparison set

85.1%Raw benchmark value

Refactoring

BB · Coding · Rubric

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

Rank #2 · Source label: openrouter/qwen/qwen3.6-plus

verified runtimeexact aliasBackground only

Raw row drilldownsource row, percentile, last updated, eligibility

Source: BridgeBench
Raw value: 74.8%
Percentile: 95.2%
Last updated: archived
Eligibility: benchmark_derived_model

Parsed from the BridgeBench page for bridgebench-refactoring.

95.2% percentile inside its fair comparison set

74.8%Raw benchmark value

Security

BB · Coding · Rubric

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

Rank #6 · Source label: openrouter/qwen/qwen3.6-plus

verified runtimeexact aliasBackground only

Raw row drilldownsource row, percentile, last updated, eligibility

Source: BridgeBench
Raw value: 82.4%
Percentile: 80%
Last updated: archived
Eligibility: benchmark_derived_model

Parsed from the BridgeBench page for bridgebench-security.

80% percentile inside its fair comparison set

82.4%Raw benchmark value

UI bench

BB · Coding · Rubric

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

Rank #15 · Source label: openrouter/qwen/qwen3.6-plus

verified runtimeexact aliasBackground only

Raw row drilldownsource row, percentile, last updated, eligibility

Source: BridgeBench
Raw value: 59.4%
Percentile: 36.4%
Last updated: archived
Eligibility: benchmark_derived_model

Parsed from the BridgeBench page for bridgebench-ui.

36.4% percentile inside its fair comparison set

59.4%Raw benchmark value

Speed throughput

BB · Coding · Speed / cost

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

Rank #8 · Source label: openrouter/qwen/qwen3.6-plus

verified runtimeexact aliasBackground only

Raw row drilldownsource row, percentile, last updated, eligibility

Source: BridgeBench
Raw value: 158 t/s
Percentile: 72%
Last updated: archived
Eligibility: benchmark_derived_model

Parsed from the BridgeBench page for bridgebench-throughput.

72% percentile inside its fair comparison set

158 t/sRaw benchmark value

Speed TTFT

BB · Coding · Speed / cost

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

Rank #23 · Source label: openrouter/qwen/qwen3.6-plus

verified runtimeexact aliasBackground only

Raw row drilldownsource row, percentile, last updated, eligibility

Source: BridgeBench
Raw value: 11520.00ms
Percentile: 12%
Last updated: archived
Eligibility: benchmark_derived_model

Parsed from the BridgeBench page for bridgebench-ttft.

12% percentile inside its fair comparison set

11520.00msRaw benchmark value

Speed cost

BB · Coding · Speed / cost

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

Rank #2 · Source label: openrouter/qwen/qwen3.6-plus

verified runtimeexact aliasBackground only

Raw row drilldownsource row, percentile, last updated, eligibility

Source: BridgeBench
Raw value: $0 $
Percentile: 100%
Last updated: archived
Eligibility: benchmark_derived_model

Parsed from the BridgeBench page for bridgebench-speed-cost.

100% percentile inside its fair comparison set

$0 $Raw benchmark value

Overall quality

BB · Coding · Combined

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

Rank #7 · Source label: Qwen 3.6 Plus

verified runtimeexact aliasBackground only

Raw row drilldownsource row, percentile, last updated, eligibility

Source: BridgeBench
Raw value: 86.8%
Percentile: 72.7%
Last updated: archived
Eligibility: benchmark_derived_model

Parsed from the BridgeBench page for bridgebench-overall-quality.

72.7% percentile inside its fair comparison set

86.8%Raw benchmark value

Overall vibe

BB · Coding · Combined

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

Rank #6 · Source label: Qwen 3.6 Plus

verified runtimeexact aliasBackground only

Raw row drilldownsource row, percentile, last updated, eligibility

Source: BridgeBench
Raw value: 82.9%
Percentile: 77.3%
Last updated: archived
Eligibility: benchmark_derived_model

Parsed from the BridgeBench page for bridgebench-overall-vibe.

77.3% percentile inside its fair comparison set

82.9%Raw benchmark value

Overall coverage

BB · Coding · Combined

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

Rank #18 · Source label: Qwen 3.6 Plus

verified runtimeexact aliasBackground only

Raw row drilldownsource row, percentile, last updated, eligibility

Source: BridgeBench
Raw value: 85.7%
Percentile: 22.7%
Last updated: archived
Eligibility: benchmark_derived_model

Parsed from the BridgeBench page for bridgebench-overall-coverage.

22.7% percentile inside its fair comparison set

85.7%Raw benchmark value

Reasoning / math / science18 benchmarks59.6%

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 #116 · Source label: Qwen3.6 Plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 27.8%
Percentile: 78.4%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `hle`.

78.4% percentile inside its fair comparison set

27.8%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 #60 · Source label: Qwen3.6 Plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 88.2%
Percentile: 88%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `gpqa`.

88% percentile inside its fair comparison set

88.2%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 #123 · Source label: Qwen3.6 Plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 2.9%
Percentile: 73.3%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `critpt`.

73.3% percentile inside its fair comparison set

2.9%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 #65 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,454
Percentile: 82.2%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: math. Source rank: #70. Votes: 2687. Organization: alibaba. License: Proprietary.

82.2% percentile inside its fair comparison set

1,454Raw benchmark valueCI 1,443 - 1,466

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 #62 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,450
Percentile: 83%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: math. Source rank: #65. Votes: 2687. Organization: alibaba. License: Proprietary.

83% percentile inside its fair comparison set

1,450Raw benchmark valueCI 1,439 - 1,462

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 #39 · Source label: alibaba/qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 87.4%
Percentile: 70.2%
Last updated: recent
Eligibility: headline eligible

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

70.2% percentile inside its fair comparison set

87.4%Raw benchmark valueCI 84.1% - 90.6%

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 #24 · Source label: alibaba/qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 87.7%
Percentile: 81.6%
Last updated: recent
Eligibility: headline eligible

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

81.6% percentile inside its fair comparison set

87.7%Raw benchmark valueCI 87% - 88.3%

Mathematics

LB · Reasoning / math / science · Objective

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

Rank #57 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 83.7%
Percentile: 13.8%
Last updated: stale
Eligibility: headline eligible

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

13.8% percentile inside its fair comparison set

83.7%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 #59 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 75.8%
Percentile: 10.8%
Last updated: stale
Eligibility: headline eligible

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

10.8% percentile inside its fair comparison set

75.8%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 #52 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 97%
Percentile: 32.3%
Last updated: stale
Eligibility: headline eligible

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

32.3% percentile inside its fair comparison set

97%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 #53 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 62%
Percentile: 20%
Last updated: stale
Eligibility: headline eligible

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

20% percentile inside its fair comparison set

62%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 #60 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 93.1%
Percentile: 9.2%
Last updated: stale
Eligibility: headline eligible

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

9.2% percentile inside its fair comparison set

93.1%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 #61 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 82.8%
Percentile: 7.7%
Last updated: stale
Eligibility: headline eligible

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

7.7% percentile inside its fair comparison set

82.8%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 #60 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 67.3%
Percentile: 9.2%
Last updated: stale
Eligibility: headline eligible

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

9.2% percentile inside its fair comparison set

67.3%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 #59 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 68%
Percentile: 10.8%
Last updated: stale
Eligibility: headline eligible

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

10.8% percentile inside its fair comparison set

68%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 #25 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 98%
Percentile: 72.3%
Last updated: stale
Eligibility: headline eligible

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

72.3% percentile inside its fair comparison set

98%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 #41 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 70%
Percentile: 44.6%
Last updated: stale
Eligibility: headline eligible

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

44.6% percentile inside its fair comparison set

70%Raw benchmark value

Reasoning

BB · Reasoning / math / science · Rubric

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

Rank #11 · Source label: openrouter/qwen/qwen3.6-plus

verified runtimeexact aliasBackground only

Raw row drilldownsource row, percentile, last updated, eligibility

Source: BridgeBench
Raw value: 38%
Percentile: 52.4%
Last updated: archived
Eligibility: benchmark_derived_model

Parsed from the BridgeBench page for bridgebench-reasoning.

52.4% percentile inside its fair comparison set

38%Raw benchmark value

Professional reasoning32 benchmarks34.2%

Text Arena · Expert

AR · Professional reasoning · Human

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

Rank #73 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,476
Percentile: 78%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: expert. Source rank: #77. Votes: 4884. Organization: alibaba. License: Proprietary.

78% percentile inside its fair comparison set

1,476Raw benchmark valueCI 1,467 - 1,485

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 #79 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,446
Percentile: 78.9%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: industry_business_and_management_and_financial_operations. Source rank: #87. Votes: 10058. Organization: alibaba. License: Proprietary.

78.9% percentile inside its fair comparison set

1,446Raw benchmark valueCI 1,439 - 1,453

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 #87 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,407
Percentile: 77%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: industry_entertainment_and_sports_and_media. Source rank: #96. Votes: 10157. Organization: alibaba. License: Proprietary.

77% percentile inside its fair comparison set

1,407Raw benchmark valueCI 1,400 - 1,414

Text Arena · Industry Legal And Government

AR · Professional reasoning · Human

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

Rank #88 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,447
Percentile: 75.1%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: industry_legal_and_government. Source rank: #100. Votes: 3608. Organization: alibaba. License: Proprietary.

75.1% percentile inside its fair comparison set

1,447Raw benchmark valueCI 1,437 - 1,457

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 #97 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,453
Percentile: 74.3%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: industry_life_and_physical_and_social_science. Source rank: #106. Votes: 7639. Organization: alibaba. License: Proprietary.

74.3% percentile inside its fair comparison set

1,453Raw benchmark valueCI 1,445 - 1,460

Text Arena · Industry Mathematical

AR · Professional reasoning · Human

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

Rank #68 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,455
Percentile: 81.2%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: industry_mathematical. Source rank: #73. Votes: 2872. Organization: alibaba. License: Proprietary.

81.2% percentile inside its fair comparison set

1,455Raw benchmark valueCI 1,443 - 1,466

Text Arena · Industry Medicine And Healthcare

AR · Professional reasoning · Human

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

Rank #86 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,459
Percentile: 75.4%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: industry_medicine_and_healthcare. Source rank: #97. Votes: 3475. Organization: alibaba. License: Proprietary.

75.4% percentile inside its fair comparison set

1,459Raw benchmark valueCI 1,448 - 1,469

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 #80 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,483
Percentile: 79%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: industry_software_and_it_services. Source rank: #88. Votes: 20123. Organization: alibaba. License: Proprietary.

79% percentile inside its fair comparison set

1,483Raw benchmark valueCI 1,477 - 1,489

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 #80 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,423
Percentile: 78.9%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: industry_writing_and_literature_and_language. Source rank: #89. Votes: 11228. Organization: alibaba. License: Proprietary.

78.9% percentile inside its fair comparison set

1,423Raw benchmark valueCI 1,416 - 1,430

Text Arena · Expert · No Style Control

AR · Professional reasoning · Human

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

Rank #73 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,455
Percentile: 78%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: expert. Source rank: #76. Votes: 4884. Organization: alibaba. License: Proprietary.

78% percentile inside its fair comparison set

1,455Raw benchmark valueCI 1,446 - 1,464

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 #74 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,430
Percentile: 80.2%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: industry_business_and_management_and_financial_operations. Source rank: #77. Votes: 10058. Organization: alibaba. License: Proprietary.

80.2% percentile inside its fair comparison set

1,430Raw benchmark valueCI 1,423 - 1,437

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 #81 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,403
Percentile: 78.6%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: industry_entertainment_and_sports_and_media. Source rank: #88. Votes: 10157. Organization: alibaba. License: Proprietary.

78.6% percentile inside its fair comparison set

1,403Raw benchmark valueCI 1,396 - 1,410

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 #87 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,437
Percentile: 75.4%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: industry_legal_and_government. Source rank: #94. Votes: 3608. Organization: alibaba. License: Proprietary.

75.4% percentile inside its fair comparison set

1,437Raw benchmark valueCI 1,427 - 1,447

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 #97 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,439
Percentile: 74.3%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: industry_life_and_physical_and_social_science. Source rank: #104. Votes: 7639. Organization: alibaba. License: Proprietary.

74.3% percentile inside its fair comparison set

1,439Raw benchmark valueCI 1,431 - 1,446

Text Arena · Industry Mathematical · No Style Control

AR · Professional reasoning · Human

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

Rank #69 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,449
Percentile: 80.9%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: industry_mathematical. Source rank: #72. Votes: 2872. Organization: alibaba. License: Proprietary.

80.9% percentile inside its fair comparison set

1,449Raw benchmark valueCI 1,437 - 1,460

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 #87 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,442
Percentile: 75.1%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: industry_medicine_and_healthcare. Source rank: #94. Votes: 3475. Organization: alibaba. License: Proprietary.

75.1% percentile inside its fair comparison set

1,442Raw benchmark valueCI 1,431 - 1,452

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 #73 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,462
Percentile: 80.9%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: industry_software_and_it_services. Source rank: #76. Votes: 20123. Organization: alibaba. License: Proprietary.

80.9% percentile inside its fair comparison set

1,462Raw benchmark valueCI 1,457 - 1,468

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 #73 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,419
Percentile: 80.8%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: industry_writing_and_literature_and_language. Source rank: #79. Votes: 11228. Organization: alibaba. License: Proprietary.

80.8% percentile inside its fair comparison set

1,419Raw benchmark valueCI 1,412 - 1,425

Legal Research Bench

VALS-AI · Professional reasoning · Objective

Applied legal research tasks.

Rank #56 · Source label: alibaba/qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 14.9%
Percentile: 19.1%
Last updated: recent
Eligibility: headline eligible

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

19.1% percentile inside its fair comparison set

14.9%Raw benchmark valueCI 10.1% - 19.8%

Harvey's Legal Agent Benchmark

VALS-AI · Professional reasoning · Objective

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

Rank #50 · Source label: alibaba/qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 1.3%
Percentile: 31.9%
Last updated: recent
Eligibility: headline eligible

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

31.9% percentile inside its fair comparison set

1.3%Raw benchmark valueCI 0% - 2.9%

LegalBench

VALS-AI · Professional reasoning · Objective

Academic legal reasoning tasks.

Rank #36 · Source label: alibaba/qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 84.2%
Percentile: 74.1%
Last updated: recent
Eligibility: headline eligible

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

74.1% percentile inside its fair comparison set

84.2%Raw benchmark valueCI 83.4% - 85.1%

Finance Agent v2

VALS-AI · Professional reasoning · Objective

Core financial analyst tasks for agentic models.

Rank #54 · Source label: alibaba/qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 40.8%
Percentile: 23.2%
Last updated: recent
Eligibility: headline eligible

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

23.2% percentile inside its fair comparison set

40.8%Raw benchmark valueCI 40.6% - 41.1%

MedCode

VALS-AI · Professional reasoning · Objective

Medical billing support and coding tasks.

Rank #72 · Source label: alibaba/qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 36.9%
Percentile: 25.3%
Last updated: recent
Eligibility: headline eligible

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

25.3% percentile inside its fair comparison set

36.9%Raw benchmark valueCI 32.9% - 40.8%

MedScribe

VALS-AI · Professional reasoning · Objective

Administrative documentation support for doctors.

Rank #65 · Source label: alibaba/qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 77%
Percentile: 33.3%
Last updated: recent
Eligibility: headline eligible

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

33.3% percentile inside its fair comparison set

77%Raw benchmark valueCI 73.2% - 80.7%

SAGE

VALS-AI · Professional reasoning · Objective

Student Assessment with Generative Evaluation.

Rank #42 · Source label: alibaba/qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 44.9%
Percentile: 49.4%
Last updated: recent
Eligibility: headline eligible

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

49.4% percentile inside its fair comparison set

44.9%Raw benchmark valueCI 38.1% - 51.6%

TaxEval v2

VALS-AI · Professional reasoning · Objective

Answer quality on tax questions and responses.

Rank #32 · Source label: alibaba/qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 74.7%
Percentile: 76.7%
Last updated: recent
Eligibility: headline eligible

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

76.7% percentile inside its fair comparison set

74.7%Raw benchmark valueCI 73.1% - 76.4%

Data analysis

LB · Professional reasoning · Objective

Structured data manipulation and table reasoning accuracy.

Rank #52 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 69.9%
Percentile: 21.5%
Last updated: stale
Eligibility: headline eligible

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

21.5% percentile inside its fair comparison set

69.9%Raw benchmark value

Overall

LB · Professional reasoning · Objective

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

Rank #57 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 68.9%
Percentile: 13.8%
Last updated: stale
Eligibility: headline eligible

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

13.8% percentile inside its fair comparison set

68.9%Raw benchmark value

Consecutive events

LB · Professional reasoning · Objective

Objective consecutive events score in LiveBench.

Rank #51 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 67%
Percentile: 23.1%
Last updated: stale
Eligibility: headline eligible

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

23.1% percentile inside its fair comparison set

67%Raw benchmark value

Table join

LB · Professional reasoning · Objective

Objective table join score in LiveBench.

Rank #57 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 44.7%
Percentile: 13.8%
Last updated: stale
Eligibility: headline eligible

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

13.8% percentile inside its fair comparison set

44.7%Raw benchmark value

Table reformat

LB · Professional reasoning · Objective

Objective table reformat score in LiveBench.

Rank #37 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 98%
Percentile: 61.5%
Last updated: stale
Eligibility: headline eligible

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

61.5% percentile inside its fair comparison set

98%Raw benchmark value

Hallucination

BB · Professional reasoning · Rubric

Accuracy and fabrication resistance under prompts that invite unsupported claims.

Rank #3 · Source label: openrouter/qwen/qwen3.6-plus

verified runtimeexact aliasBackground only

Raw row drilldownsource row, percentile, last updated, eligibility

Source: BridgeBench
Raw value: 79.1%
Percentile: 97.1%
Last updated: archived
Eligibility: benchmark_derived_model

Parsed from the BridgeBench page for bridgebench-hallucination.

97.1% percentile inside its fair comparison set

79.1%Raw benchmark value

Search / tool use1 benchmark97.9%

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 #9 · Source label: Qwen3.6 Plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 97.7%
Percentile: 97.9%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `tau2`.

97.9% percentile inside its fair comparison set

97.7%Raw benchmark value

Long context2 benchmarks70%

Long Context Reasoning

AA · Long context · Objective

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

Rank #85 · Source label: Qwen3.6 Plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 78.3%
Percentile: 82.6%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `lcr`.

82.6% percentile inside its fair comparison set

78.3%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 #52 · Source label: alibaba/qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 61.9%
Percentile: 57.3%
Last updated: aging
Eligibility: headline eligible

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

57.3% percentile inside its fair comparison set

61.9%Raw benchmark valueCI 60.1% - 63.8%

Vision understanding2 benchmarks71.6%

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 #54 · Source label: Qwen3.6 Plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 78%
Percentile: 74.5%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `mmmuPro`.

74.5% percentile inside its fair comparison set

78%Raw benchmark value

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 #27 · Source label: alibaba/qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 84.2%
Percentile: 68.7%
Last updated: recent
Eligibility: headline eligible

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

68.7% percentile inside its fair comparison set

84.2%Raw benchmark valueCI 82.4% - 85.9%

Document understanding2 benchmarks50.9%

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 #21 · Source label: alibaba/qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 68%
Percentile: 76.7%
Last updated: recent
Eligibility: headline eligible

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

76.7% percentile inside its fair comparison set

68%Raw benchmark valueCI 66.2% - 69.7%

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 #25 · Source label: alibaba/qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 52
Percentile: 25%
Last updated: aging
Eligibility: headline eligible

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

25% percentile inside its fair comparison set

52Raw benchmark valueCI 49 - 54

Multilingual18 benchmarksn/a

Text Arena · Chinese

AR · Multilingual · Human

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

Rank #78 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,482
Percentile: 78.1%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: chinese. Source rank: #85. Votes: 2651. Organization: alibaba. License: Proprietary.

78.1% percentile inside its fair comparison set

1,482Raw benchmark valueCI 1,470 - 1,494

Text Arena · French

AR · Multilingual · Human

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

Rank #70 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,466
Percentile: 73.2%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: french. Source rank: #78. Votes: 1859. Organization: alibaba. License: Proprietary.

73.2% percentile inside its fair comparison set

1,466Raw benchmark valueCI 1,451 - 1,482

Text Arena · German

AR · Multilingual · Human

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

Rank #56 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,454
Percentile: 79.8%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: german. Source rank: #63. Votes: 790. Organization: alibaba. License: Proprietary.

79.8% percentile inside its fair comparison set

1,454Raw benchmark valueCI 1,432 - 1,475

Text Arena · Japanese

AR · Multilingual · Human

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

Rank #81 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,389
Percentile: 67.1%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: japanese. Source rank: #95. Votes: 552. Organization: alibaba. License: Proprietary.

67.1% percentile inside its fair comparison set

1,389Raw benchmark valueCI 1,363 - 1,416

Text Arena · Korean

AR · Multilingual · Human

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

Rank #84 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,380
Percentile: 66%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: korean. Source rank: #96. Votes: 816. Organization: alibaba. License: Proprietary.

66% percentile inside its fair comparison set

1,380Raw benchmark valueCI 1,359 - 1,402

Text Arena · Non English

AR · Multilingual · Human

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

Rank #87 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,427
Percentile: 77.1%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: non_english. Source rank: #96. Votes: 26510. Organization: alibaba. License: Proprietary.

77.1% percentile inside its fair comparison set

1,427Raw benchmark valueCI 1,422 - 1,432

Text Arena · Polish

AR · Multilingual · Human

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

Rank #76 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,433
Percentile: 62.3%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: polish. Source rank: #89. Votes: 995. Organization: alibaba. License: Proprietary.

62.3% percentile inside its fair comparison set

1,433Raw benchmark valueCI 1,415 - 1,452

Text Arena · Russian

AR · Multilingual · Human

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

Rank #83 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,439
Percentile: 76%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: russian. Source rank: #92. Votes: 5243. Organization: alibaba. License: Proprietary.

76% percentile inside its fair comparison set

1,439Raw benchmark valueCI 1,430 - 1,448

Text Arena · Spanish

AR · Multilingual · Human

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

Rank #87 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,431
Percentile: 66.8%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: spanish. Source rank: #97. Votes: 1584. Organization: alibaba. License: Proprietary.

66.8% percentile inside its fair comparison set

1,431Raw benchmark valueCI 1,415 - 1,446

Text Arena · Chinese · No Style Control

AR · Multilingual · Human

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

Rank #75 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,477
Percentile: 79%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: chinese. Source rank: #79. Votes: 2651. Organization: alibaba. License: Proprietary.

79% percentile inside its fair comparison set

1,477Raw benchmark valueCI 1,465 - 1,489

Text Arena · French · No Style Control

AR · Multilingual · Human

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

Rank #65 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,455
Percentile: 75.1%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: french. Source rank: #70. Votes: 1859. Organization: alibaba. License: Proprietary.

75.1% percentile inside its fair comparison set

1,455Raw benchmark valueCI 1,439 - 1,470

Text Arena · German · No Style Control

AR · Multilingual · Human

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

Rank #44 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,452
Percentile: 84.2%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: german. Source rank: #48. Votes: 790. Organization: alibaba. License: Proprietary.

84.2% percentile inside its fair comparison set

1,452Raw benchmark valueCI 1,430 - 1,473

Text Arena · Japanese · No Style Control

AR · Multilingual · Human

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

Rank #74 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,389
Percentile: 70%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: japanese. Source rank: #85. Votes: 552. Organization: alibaba. License: Proprietary.

70% percentile inside its fair comparison set

1,389Raw benchmark valueCI 1,362 - 1,415

Text Arena · Korean · No Style Control

AR · Multilingual · Human

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

Rank #84 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,379
Percentile: 66%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: korean. Source rank: #93. Votes: 816. Organization: alibaba. License: Proprietary.

66% percentile inside its fair comparison set

1,379Raw benchmark valueCI 1,358 - 1,401

Text Arena · Non English · No Style Control

AR · Multilingual · Human

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

Rank #78 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,424
Percentile: 79.5%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: non_english. Source rank: #84. Votes: 26510. Organization: alibaba. License: Proprietary.

79.5% percentile inside its fair comparison set

1,424Raw benchmark valueCI 1,419 - 1,429

Text Arena · Polish · No Style Control

AR · Multilingual · Human

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

Rank #64 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,434
Percentile: 68.3%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: polish. Source rank: #71. Votes: 995. Organization: alibaba. License: Proprietary.

68.3% percentile inside its fair comparison set

1,434Raw benchmark valueCI 1,415 - 1,453

Text Arena · Russian · No Style Control

AR · Multilingual · Human

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

Rank #67 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,434
Percentile: 80.6%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: russian. Source rank: #73. Votes: 5243. Organization: alibaba. License: Proprietary.

80.6% percentile inside its fair comparison set

1,434Raw benchmark valueCI 1,426 - 1,443

Text Arena · Spanish · No Style Control

AR · Multilingual · Human

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

Rank #84 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,431
Percentile: 68%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: spanish. Source rank: #90. Votes: 1584. Organization: alibaba. License: Proprietary.

68% percentile inside its fair comparison set

1,431Raw benchmark valueCI 1,415 - 1,447

Source links and registry checks

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Model profile · Qwen

qwen3.6-plus

Open weightsmid · registry tag 2026 benchmark-derived

Verified but aging

Reads as verified but aging across the resolved source data. Capability fit excludes speed and cost.

Visible coverage: 55.5%
Verified coverage: 55.5%
Spread: 97.9%
Last verified: Oct 3, 2026

55%capability fit

textcodedocumentvision3 aliases35 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

Verified but agingThis model currently reads as verified but aging across the resolved source data.

Chat / text36 benchmarks65.9%

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 #104 · Source label: Qwen3.6 Plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 27
Percentile: 81.4%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `intelligenceIndex`.

81.4% percentile inside its fair comparison set

27Raw 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 #148 · Source label: Qwen3.6 Plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 26.4%
Percentile: 67.5%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `omniscienceAccuracy`.

67.5% percentile inside its fair comparison set

26.4%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 #51 · Source label: Qwen3.6 Plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 65.4%
Percentile: 89%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `omniscienceNonHallucination`.

89% percentile inside its fair comparison set

65.4%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 #15 · Source label: Qwen3.6 Plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 75.2%
Percentile: 96%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `ifbench`.

96% percentile inside its fair comparison set

75.2%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 #187 · Source label: Qwen3.6 Plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: $0.5 /1M input tokens
Percentile: 49.7%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `price1mInputTokens`.

49.7% percentile inside its fair comparison set

$0.5 /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 #209 · Source label: Qwen3.6 Plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: $3 /1M output tokens
Percentile: 44.1%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `price1mOutputTokens`.

44.1% percentile inside its fair comparison set

$3 /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 #201 · Source label: Qwen3.6 Plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 56 tokens/s
Percentile: 23.7%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `medianOutputTokensPerSecond`.

23.7% percentile inside its fair comparison set

56 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 #92 · Source label: Qwen3.6 Plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 2.12s
Percentile: 65.5%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `medianTimeToFirstTokenSeconds`.

65.5% percentile inside its fair comparison set

2.12sRaw 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 #243 · Source label: Qwen3.6 Plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 101.14s
Percentile: 7.6%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `medianTimeToFirstAnswerTokenSeconds`.

7.6% percentile inside its fair comparison set

101.14sRaw 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 #80 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,443
Percentile: 79%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: overall. Source rank: #88. Votes: 48062. Organization: alibaba. License: Proprietary.

79% percentile inside its fair comparison set

1,443Raw benchmark valueCI 1,439 - 1,448

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 #87 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,407
Percentile: 77%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: creative_writing. Source rank: #97. Votes: 7212. Organization: alibaba. License: Proprietary.

77% percentile inside its fair comparison set

1,407Raw benchmark valueCI 1,399 - 1,415

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 #76 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,456
Percentile: 80.1%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: english. Source rank: #84. Votes: 21549. Organization: alibaba. License: Proprietary.

80.1% percentile inside its fair comparison set

1,456Raw benchmark valueCI 1,451 - 1,461

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 #82 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,442
Percentile: 78.5%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: exclude_ties. Source rank: #90. Votes: 36092. Organization: alibaba. License: Proprietary.

78.5% percentile inside its fair comparison set

1,442Raw benchmark valueCI 1,437 - 1,448

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 #77 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,468
Percentile: 79.8%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: hard_prompts. Source rank: #85. Votes: 32502. Organization: alibaba. License: Proprietary.

79.8% percentile inside its fair comparison set

1,468Raw benchmark valueCI 1,463 - 1,473

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 #72 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,477
Percentile: 81%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: hard_prompts_english. Source rank: #79. Votes: 15302. Organization: alibaba. License: Proprietary.

81% percentile inside its fair comparison set

1,477Raw benchmark valueCI 1,471 - 1,483

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 #79 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,435
Percentile: 79.3%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: instruction_following. Source rank: #86. Votes: 16515. Organization: alibaba. License: Proprietary.

79.3% percentile inside its fair comparison set

1,435Raw benchmark valueCI 1,430 - 1,441

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 #75 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,455
Percentile: 79.2%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: longer_query. Source rank: #82. Votes: 21134. Organization: alibaba. License: Proprietary.

79.2% percentile inside its fair comparison set

1,455Raw benchmark valueCI 1,449 - 1,460

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 #89 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,445
Percentile: 76.5%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: multi_turn. Source rank: #99. Votes: 8434. Organization: alibaba. License: Proprietary.

76.5% percentile inside its fair comparison set

1,445Raw benchmark valueCI 1,437 - 1,452

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 #76 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,437
Percentile: 80.1%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: overall. Source rank: #82. Votes: 48062. Organization: alibaba. License: Proprietary.

80.1% percentile inside its fair comparison set

1,437Raw benchmark valueCI 1,433 - 1,441

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 #79 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,405
Percentile: 79.1%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: creative_writing. Source rank: #86. Votes: 7212. Organization: alibaba. License: Proprietary.

79.1% percentile inside its fair comparison set

1,405Raw benchmark valueCI 1,397 - 1,412

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 #78 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,446
Percentile: 79.5%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: english. Source rank: #83. Votes: 21549. Organization: alibaba. License: Proprietary.

79.5% percentile inside its fair comparison set

1,446Raw benchmark valueCI 1,440 - 1,451

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 #78 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,431
Percentile: 79.5%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: exclude_ties. Source rank: #85. Votes: 36092. Organization: alibaba. License: Proprietary.

79.5% percentile inside its fair comparison set

1,431Raw benchmark valueCI 1,425 - 1,436

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 #71 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,449
Percentile: 81.4%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: hard_prompts. Source rank: #74. Votes: 32502. Organization: alibaba. License: Proprietary.

81.4% percentile inside its fair comparison set

1,449Raw benchmark valueCI 1,444 - 1,454

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 #70 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,456
Percentile: 81.6%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: hard_prompts_english. Source rank: #73. Votes: 15302. Organization: alibaba. License: Proprietary.

81.6% percentile inside its fair comparison set

1,456Raw benchmark valueCI 1,450 - 1,462

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 #75 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,424
Percentile: 80.3%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: instruction_following. Source rank: #79. Votes: 16515. Organization: alibaba. License: Proprietary.

80.3% percentile inside its fair comparison set

1,424Raw benchmark valueCI 1,419 - 1,430

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 #73 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,440
Percentile: 79.7%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: longer_query. Source rank: #77. Votes: 21134. Organization: alibaba. License: Proprietary.

79.7% percentile inside its fair comparison set

1,440Raw benchmark valueCI 1,434 - 1,445

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 #81 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,438
Percentile: 78.6%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: multi_turn. Source rank: #88. Votes: 8434. Organization: alibaba. License: Proprietary.

78.6% percentile inside its fair comparison set

1,438Raw benchmark valueCI 1,431 - 1,445

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 #60 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 58.3%
Percentile: 9.2%
Last updated: stale
Eligibility: headline eligible

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

9.2% percentile inside its fair comparison set

58.3%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 #49 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 75%
Percentile: 26.2%
Last updated: stale
Eligibility: headline eligible

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

26.2% percentile inside its fair comparison set

75%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 #53 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 60.6%
Percentile: 20%
Last updated: stale
Eligibility: headline eligible

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

20% percentile inside its fair comparison set

60.6%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 #62 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 51.6%
Percentile: 6.2%
Last updated: stale
Eligibility: headline eligible

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

6.2% percentile inside its fair comparison set

51.6%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 #66 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 56.9%
Percentile: 0%
Last updated: stale
Eligibility: headline eligible

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

0% percentile inside its fair comparison set

56.9%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 #53 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 64.3%
Percentile: 20%
Last updated: stale
Eligibility: headline eligible

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

20% percentile inside its fair comparison set

64.3%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 #58 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 90.5%
Percentile: 12.3%
Last updated: stale
Eligibility: headline eligible

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

12.3% percentile inside its fair comparison set

90.5%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 #56 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 52.5%
Percentile: 15.4%
Last updated: stale
Eligibility: headline eligible

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

15.4% percentile inside its fair comparison set

52.5%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 #29 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 82%
Percentile: 61.5%
Last updated: stale
Eligibility: headline eligible

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

61.5% percentile inside its fair comparison set

82%Raw benchmark value

Coding30 benchmarks55.9%

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 #17 · Source label: Qwen3.6 Plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 43.9%
Percentile: 95.8%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `terminalbenchHard`.

95.8% percentile inside its fair comparison set

43.9%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 #78 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,496
Percentile: 79.2%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: coding. Source rank: #84. Votes: 14656. Organization: alibaba. License: Proprietary.

79.2% percentile inside its fair comparison set

1,496Raw benchmark valueCI 1,490 - 1,502

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 #67 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,467
Percentile: 82.2%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: coding. Source rank: #71. Votes: 14656. Organization: alibaba. License: Proprietary.

82.2% percentile inside its fair comparison set

1,467Raw benchmark valueCI 1,461 - 1,473

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 #60 · Source label: alibaba/qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 25.6%
Percentile: 36.6%
Last updated: recent
Eligibility: headline eligible

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

36.6% percentile inside its fair comparison set

25.6%Raw benchmark valueCI 17.9% - 33.2%

WebDev Arena

AR · Coding · Human

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

Rank #63 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,461
Percentile: 51.2%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: overall. Source rank: #65. Votes: 18688. Organization: alibaba. License: Proprietary.

51.2% percentile inside its fair comparison set

1,461Raw benchmark valueCI 1,455 - 1,466

Code Arena · Webdev Html

AR · Coding · Human

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

Rank #62 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,462
Percentile: 51.2%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: webdev-html. Source rank: #66. Votes: 2097. Organization: alibaba. License: Proprietary.

51.2% percentile inside its fair comparison set

1,462Raw benchmark valueCI 1,449 - 1,476

Code Arena · Webdev React

AR · Coding · Human

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

Rank #62 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,454
Percentile: 46%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: webdev-react. Source rank: #64. Votes: 13854. Organization: alibaba. License: Proprietary.

46% percentile inside its fair comparison set

1,454Raw benchmark valueCI 1,447 - 1,460

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 #57 · Source label: alibaba/qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 11.1%
Percentile: 17.6%
Last updated: recent
Eligibility: headline eligible

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

17.6% percentile inside its fair comparison set

11.1%Raw benchmark valueCI 8.5% - 13.7%

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 #45 · Source label: alibaba/qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 0%
Percentile: 51.7%
Last updated: recent
Eligibility: headline eligible

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

51.7% percentile inside its fair comparison set

0%Raw benchmark valueCI 0% - 0%

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 #50 · Source label: alibaba/qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 53.2%
Percentile: 26.9%
Last updated: recent
Eligibility: headline eligible

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

26.9% percentile inside its fair comparison set

53.2%Raw benchmark valueCI 50% - 56.4%

Code Arena · Image To Webdev

AR · Coding · Human

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

Rank #31 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,469
Percentile: 31.8%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: image_to_webdev. Source rank: #34. Votes: 5408. Organization: alibaba. License: Proprietary.

31.8% percentile inside its fair comparison set

1,469Raw benchmark valueCI 1,458 - 1,479

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 #48 · Source label: alibaba/qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 73.4%
Percentile: 42.7%
Last updated: recent
Eligibility: headline eligible

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

42.7% percentile inside its fair comparison set

73.4%Raw benchmark valueCI 69.5% - 77.3%

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 #25 · Source label: alibaba/qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 86%
Percentile: 80.8%
Last updated: recent
Eligibility: headline eligible

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

80.8% percentile inside its fair comparison set

86%Raw benchmark valueCI 84% - 87.9%

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 #59 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 41.4%
Percentile: 10.8%
Last updated: stale
Eligibility: headline eligible

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

10.8% percentile inside its fair comparison set

41.4%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 #34 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 78.2%
Percentile: 52.3%
Last updated: stale
Eligibility: headline eligible

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

52.3% percentile inside its fair comparison set

78.2%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 #53 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 59.1%
Percentile: 27.7%
Last updated: stale
Eligibility: headline eligible

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

27.7% percentile inside its fair comparison set

59.1%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 #64 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 20%
Percentile: 7.7%
Last updated: stale
Eligibility: headline eligible

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

7.7% percentile inside its fair comparison set

20%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 #55 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 45%
Percentile: 20%
Last updated: stale
Eligibility: headline eligible

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

20% percentile inside its fair comparison set

45%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 #19 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 80.3%
Percentile: 78.5%
Last updated: stale
Eligibility: headline eligible

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

78.5% percentile inside its fair comparison set

80.3%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 #44 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 76.1%
Percentile: 40%
Last updated: stale
Eligibility: headline eligible

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

40% percentile inside its fair comparison set

76.1%Raw benchmark value

Debugging

BB · 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: openrouter/qwen/qwen3.6-plus

verified runtimeexact aliasBackground only

Raw row drilldownsource row, percentile, last updated, eligibility

Source: BridgeBench
Raw value: 85.1%
Percentile: 58.3%
Last updated: archived
Eligibility: benchmark_derived_model

Parsed from the BridgeBench page for bridgebench-debugging.

58.3% percentile inside its fair comparison set

85.1%Raw benchmark value

Refactoring

BB · Coding · Rubric

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

Rank #2 · Source label: openrouter/qwen/qwen3.6-plus

verified runtimeexact aliasBackground only

Raw row drilldownsource row, percentile, last updated, eligibility

Source: BridgeBench
Raw value: 74.8%
Percentile: 95.2%
Last updated: archived
Eligibility: benchmark_derived_model

Parsed from the BridgeBench page for bridgebench-refactoring.

95.2% percentile inside its fair comparison set

74.8%Raw benchmark value

Security

BB · Coding · Rubric

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

Rank #6 · Source label: openrouter/qwen/qwen3.6-plus

verified runtimeexact aliasBackground only

Raw row drilldownsource row, percentile, last updated, eligibility

Source: BridgeBench
Raw value: 82.4%
Percentile: 80%
Last updated: archived
Eligibility: benchmark_derived_model

Parsed from the BridgeBench page for bridgebench-security.

80% percentile inside its fair comparison set

82.4%Raw benchmark value

UI bench

BB · Coding · Rubric

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

Rank #15 · Source label: openrouter/qwen/qwen3.6-plus

verified runtimeexact aliasBackground only

Raw row drilldownsource row, percentile, last updated, eligibility

Source: BridgeBench
Raw value: 59.4%
Percentile: 36.4%
Last updated: archived
Eligibility: benchmark_derived_model

Parsed from the BridgeBench page for bridgebench-ui.

36.4% percentile inside its fair comparison set

59.4%Raw benchmark value

Speed throughput

BB · Coding · Speed / cost

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

Rank #8 · Source label: openrouter/qwen/qwen3.6-plus

verified runtimeexact aliasBackground only

Raw row drilldownsource row, percentile, last updated, eligibility

Source: BridgeBench
Raw value: 158 t/s
Percentile: 72%
Last updated: archived
Eligibility: benchmark_derived_model

Parsed from the BridgeBench page for bridgebench-throughput.

72% percentile inside its fair comparison set

158 t/sRaw benchmark value

Speed TTFT

BB · Coding · Speed / cost

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

Rank #23 · Source label: openrouter/qwen/qwen3.6-plus

verified runtimeexact aliasBackground only

Raw row drilldownsource row, percentile, last updated, eligibility

Source: BridgeBench
Raw value: 11520.00ms
Percentile: 12%
Last updated: archived
Eligibility: benchmark_derived_model

Parsed from the BridgeBench page for bridgebench-ttft.

12% percentile inside its fair comparison set

11520.00msRaw benchmark value

Speed cost

BB · Coding · Speed / cost

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

Rank #2 · Source label: openrouter/qwen/qwen3.6-plus

verified runtimeexact aliasBackground only

Raw row drilldownsource row, percentile, last updated, eligibility

Source: BridgeBench
Raw value: $0 $
Percentile: 100%
Last updated: archived
Eligibility: benchmark_derived_model

Parsed from the BridgeBench page for bridgebench-speed-cost.

100% percentile inside its fair comparison set

$0 $Raw benchmark value

Overall quality

BB · Coding · Combined

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

Rank #7 · Source label: Qwen 3.6 Plus

verified runtimeexact aliasBackground only

Raw row drilldownsource row, percentile, last updated, eligibility

Source: BridgeBench
Raw value: 86.8%
Percentile: 72.7%
Last updated: archived
Eligibility: benchmark_derived_model

Parsed from the BridgeBench page for bridgebench-overall-quality.

72.7% percentile inside its fair comparison set

86.8%Raw benchmark value

Overall vibe

BB · Coding · Combined

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

Rank #6 · Source label: Qwen 3.6 Plus

verified runtimeexact aliasBackground only

Raw row drilldownsource row, percentile, last updated, eligibility

Source: BridgeBench
Raw value: 82.9%
Percentile: 77.3%
Last updated: archived
Eligibility: benchmark_derived_model

Parsed from the BridgeBench page for bridgebench-overall-vibe.

77.3% percentile inside its fair comparison set

82.9%Raw benchmark value

Overall coverage

BB · Coding · Combined

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

Rank #18 · Source label: Qwen 3.6 Plus

verified runtimeexact aliasBackground only

Raw row drilldownsource row, percentile, last updated, eligibility

Source: BridgeBench
Raw value: 85.7%
Percentile: 22.7%
Last updated: archived
Eligibility: benchmark_derived_model

Parsed from the BridgeBench page for bridgebench-overall-coverage.

22.7% percentile inside its fair comparison set

85.7%Raw benchmark value

Reasoning / math / science18 benchmarks59.6%

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 #116 · Source label: Qwen3.6 Plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 27.8%
Percentile: 78.4%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `hle`.

78.4% percentile inside its fair comparison set

27.8%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 #60 · Source label: Qwen3.6 Plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 88.2%
Percentile: 88%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `gpqa`.

88% percentile inside its fair comparison set

88.2%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 #123 · Source label: Qwen3.6 Plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 2.9%
Percentile: 73.3%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `critpt`.

73.3% percentile inside its fair comparison set

2.9%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 #65 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,454
Percentile: 82.2%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: math. Source rank: #70. Votes: 2687. Organization: alibaba. License: Proprietary.

82.2% percentile inside its fair comparison set

1,454Raw benchmark valueCI 1,443 - 1,466

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 #62 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,450
Percentile: 83%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: math. Source rank: #65. Votes: 2687. Organization: alibaba. License: Proprietary.

83% percentile inside its fair comparison set

1,450Raw benchmark valueCI 1,439 - 1,462

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 #39 · Source label: alibaba/qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 87.4%
Percentile: 70.2%
Last updated: recent
Eligibility: headline eligible

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

70.2% percentile inside its fair comparison set

87.4%Raw benchmark valueCI 84.1% - 90.6%

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 #24 · Source label: alibaba/qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 87.7%
Percentile: 81.6%
Last updated: recent
Eligibility: headline eligible

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

81.6% percentile inside its fair comparison set

87.7%Raw benchmark valueCI 87% - 88.3%

Mathematics

LB · Reasoning / math / science · Objective

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

Rank #57 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 83.7%
Percentile: 13.8%
Last updated: stale
Eligibility: headline eligible

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

13.8% percentile inside its fair comparison set

83.7%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 #59 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 75.8%
Percentile: 10.8%
Last updated: stale
Eligibility: headline eligible

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

10.8% percentile inside its fair comparison set

75.8%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 #52 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 97%
Percentile: 32.3%
Last updated: stale
Eligibility: headline eligible

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

32.3% percentile inside its fair comparison set

97%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 #53 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 62%
Percentile: 20%
Last updated: stale
Eligibility: headline eligible

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

20% percentile inside its fair comparison set

62%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 #60 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 93.1%
Percentile: 9.2%
Last updated: stale
Eligibility: headline eligible

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

9.2% percentile inside its fair comparison set

93.1%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 #61 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 82.8%
Percentile: 7.7%
Last updated: stale
Eligibility: headline eligible

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

7.7% percentile inside its fair comparison set

82.8%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 #60 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 67.3%
Percentile: 9.2%
Last updated: stale
Eligibility: headline eligible

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

9.2% percentile inside its fair comparison set

67.3%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 #59 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 68%
Percentile: 10.8%
Last updated: stale
Eligibility: headline eligible

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

10.8% percentile inside its fair comparison set

68%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 #25 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 98%
Percentile: 72.3%
Last updated: stale
Eligibility: headline eligible

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

72.3% percentile inside its fair comparison set

98%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 #41 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 70%
Percentile: 44.6%
Last updated: stale
Eligibility: headline eligible

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

44.6% percentile inside its fair comparison set

70%Raw benchmark value

Reasoning

BB · Reasoning / math / science · Rubric

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

Rank #11 · Source label: openrouter/qwen/qwen3.6-plus

verified runtimeexact aliasBackground only

Raw row drilldownsource row, percentile, last updated, eligibility

Source: BridgeBench
Raw value: 38%
Percentile: 52.4%
Last updated: archived
Eligibility: benchmark_derived_model

Parsed from the BridgeBench page for bridgebench-reasoning.

52.4% percentile inside its fair comparison set

38%Raw benchmark value

Professional reasoning32 benchmarks34.2%

Text Arena · Expert

AR · Professional reasoning · Human

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

Rank #73 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,476
Percentile: 78%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: expert. Source rank: #77. Votes: 4884. Organization: alibaba. License: Proprietary.

78% percentile inside its fair comparison set

1,476Raw benchmark valueCI 1,467 - 1,485

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 #79 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,446
Percentile: 78.9%
Last updated: recent
Eligibility: headline eligible

78.9% percentile inside its fair comparison set

1,446Raw benchmark valueCI 1,439 - 1,453

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 #87 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,407
Percentile: 77%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: industry_entertainment_and_sports_and_media. Source rank: #96. Votes: 10157. Organization: alibaba. License: Proprietary.

77% percentile inside its fair comparison set

1,407Raw benchmark valueCI 1,400 - 1,414

Text Arena · Industry Legal And Government

AR · Professional reasoning · Human

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

Rank #88 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,447
Percentile: 75.1%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: industry_legal_and_government. Source rank: #100. Votes: 3608. Organization: alibaba. License: Proprietary.

75.1% percentile inside its fair comparison set

1,447Raw benchmark valueCI 1,437 - 1,457

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 #97 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,453
Percentile: 74.3%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: industry_life_and_physical_and_social_science. Source rank: #106. Votes: 7639. Organization: alibaba. License: Proprietary.

74.3% percentile inside its fair comparison set

1,453Raw benchmark valueCI 1,445 - 1,460

Text Arena · Industry Mathematical

AR · Professional reasoning · Human

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

Rank #68 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,455
Percentile: 81.2%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: industry_mathematical. Source rank: #73. Votes: 2872. Organization: alibaba. License: Proprietary.

81.2% percentile inside its fair comparison set

1,455Raw benchmark valueCI 1,443 - 1,466

Text Arena · Industry Medicine And Healthcare

AR · Professional reasoning · Human

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

Rank #86 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,459
Percentile: 75.4%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: industry_medicine_and_healthcare. Source rank: #97. Votes: 3475. Organization: alibaba. License: Proprietary.

75.4% percentile inside its fair comparison set

1,459Raw benchmark valueCI 1,448 - 1,469

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 #80 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,483
Percentile: 79%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: industry_software_and_it_services. Source rank: #88. Votes: 20123. Organization: alibaba. License: Proprietary.

79% percentile inside its fair comparison set

1,483Raw benchmark valueCI 1,477 - 1,489

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 #80 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,423
Percentile: 78.9%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: industry_writing_and_literature_and_language. Source rank: #89. Votes: 11228. Organization: alibaba. License: Proprietary.

78.9% percentile inside its fair comparison set

1,423Raw benchmark valueCI 1,416 - 1,430

Text Arena · Expert · No Style Control

AR · Professional reasoning · Human

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

Rank #73 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,455
Percentile: 78%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: expert. Source rank: #76. Votes: 4884. Organization: alibaba. License: Proprietary.

78% percentile inside its fair comparison set

1,455Raw benchmark valueCI 1,446 - 1,464

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 #74 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,430
Percentile: 80.2%
Last updated: recent
Eligibility: headline eligible

80.2% percentile inside its fair comparison set

1,430Raw benchmark valueCI 1,423 - 1,437

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 #81 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,403
Percentile: 78.6%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: industry_entertainment_and_sports_and_media. Source rank: #88. Votes: 10157. Organization: alibaba. License: Proprietary.

78.6% percentile inside its fair comparison set

1,403Raw benchmark valueCI 1,396 - 1,410

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 #87 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,437
Percentile: 75.4%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: industry_legal_and_government. Source rank: #94. Votes: 3608. Organization: alibaba. License: Proprietary.

75.4% percentile inside its fair comparison set

1,437Raw benchmark valueCI 1,427 - 1,447

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 #97 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,439
Percentile: 74.3%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: industry_life_and_physical_and_social_science. Source rank: #104. Votes: 7639. Organization: alibaba. License: Proprietary.

74.3% percentile inside its fair comparison set

1,439Raw benchmark valueCI 1,431 - 1,446

Text Arena · Industry Mathematical · No Style Control

AR · Professional reasoning · Human

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

Rank #69 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,449
Percentile: 80.9%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: industry_mathematical. Source rank: #72. Votes: 2872. Organization: alibaba. License: Proprietary.

80.9% percentile inside its fair comparison set

1,449Raw benchmark valueCI 1,437 - 1,460

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 #87 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,442
Percentile: 75.1%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: industry_medicine_and_healthcare. Source rank: #94. Votes: 3475. Organization: alibaba. License: Proprietary.

75.1% percentile inside its fair comparison set

1,442Raw benchmark valueCI 1,431 - 1,452

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 #73 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,462
Percentile: 80.9%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: industry_software_and_it_services. Source rank: #76. Votes: 20123. Organization: alibaba. License: Proprietary.

80.9% percentile inside its fair comparison set

1,462Raw benchmark valueCI 1,457 - 1,468

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 #73 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,419
Percentile: 80.8%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: industry_writing_and_literature_and_language. Source rank: #79. Votes: 11228. Organization: alibaba. License: Proprietary.

80.8% percentile inside its fair comparison set

1,419Raw benchmark valueCI 1,412 - 1,425

Legal Research Bench

VALS-AI · Professional reasoning · Objective

Applied legal research tasks.

Rank #56 · Source label: alibaba/qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 14.9%
Percentile: 19.1%
Last updated: recent
Eligibility: headline eligible

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

19.1% percentile inside its fair comparison set

14.9%Raw benchmark valueCI 10.1% - 19.8%

Harvey's Legal Agent Benchmark

VALS-AI · Professional reasoning · Objective

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

Rank #50 · Source label: alibaba/qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 1.3%
Percentile: 31.9%
Last updated: recent
Eligibility: headline eligible

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

31.9% percentile inside its fair comparison set

1.3%Raw benchmark valueCI 0% - 2.9%

LegalBench

VALS-AI · Professional reasoning · Objective

Academic legal reasoning tasks.

Rank #36 · Source label: alibaba/qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 84.2%
Percentile: 74.1%
Last updated: recent
Eligibility: headline eligible

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

74.1% percentile inside its fair comparison set

84.2%Raw benchmark valueCI 83.4% - 85.1%

Finance Agent v2

VALS-AI · Professional reasoning · Objective

Core financial analyst tasks for agentic models.

Rank #54 · Source label: alibaba/qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 40.8%
Percentile: 23.2%
Last updated: recent
Eligibility: headline eligible

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

23.2% percentile inside its fair comparison set

40.8%Raw benchmark valueCI 40.6% - 41.1%

MedCode

VALS-AI · Professional reasoning · Objective

Medical billing support and coding tasks.

Rank #72 · Source label: alibaba/qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 36.9%
Percentile: 25.3%
Last updated: recent
Eligibility: headline eligible

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

25.3% percentile inside its fair comparison set

36.9%Raw benchmark valueCI 32.9% - 40.8%

MedScribe

VALS-AI · Professional reasoning · Objective

Administrative documentation support for doctors.

Rank #65 · Source label: alibaba/qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 77%
Percentile: 33.3%
Last updated: recent
Eligibility: headline eligible

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

33.3% percentile inside its fair comparison set

77%Raw benchmark valueCI 73.2% - 80.7%

SAGE

VALS-AI · Professional reasoning · Objective

Student Assessment with Generative Evaluation.

Rank #42 · Source label: alibaba/qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 44.9%
Percentile: 49.4%
Last updated: recent
Eligibility: headline eligible

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

49.4% percentile inside its fair comparison set

44.9%Raw benchmark valueCI 38.1% - 51.6%

TaxEval v2

VALS-AI · Professional reasoning · Objective

Answer quality on tax questions and responses.

Rank #32 · Source label: alibaba/qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 74.7%
Percentile: 76.7%
Last updated: recent
Eligibility: headline eligible

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

76.7% percentile inside its fair comparison set

74.7%Raw benchmark valueCI 73.1% - 76.4%

Data analysis

LB · Professional reasoning · Objective

Structured data manipulation and table reasoning accuracy.

Rank #52 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 69.9%
Percentile: 21.5%
Last updated: stale
Eligibility: headline eligible

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

21.5% percentile inside its fair comparison set

69.9%Raw benchmark value

Overall

LB · Professional reasoning · Objective

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

Rank #57 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 68.9%
Percentile: 13.8%
Last updated: stale
Eligibility: headline eligible

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

13.8% percentile inside its fair comparison set

68.9%Raw benchmark value

Consecutive events

LB · Professional reasoning · Objective

Objective consecutive events score in LiveBench.

Rank #51 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 67%
Percentile: 23.1%
Last updated: stale
Eligibility: headline eligible

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

23.1% percentile inside its fair comparison set

67%Raw benchmark value

Table join

LB · Professional reasoning · Objective

Objective table join score in LiveBench.

Rank #57 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 44.7%
Percentile: 13.8%
Last updated: stale
Eligibility: headline eligible

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

13.8% percentile inside its fair comparison set

44.7%Raw benchmark value

Table reformat

LB · Professional reasoning · Objective

Objective table reformat score in LiveBench.

Rank #37 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: LiveBench
Raw value: 98%
Percentile: 61.5%
Last updated: stale
Eligibility: headline eligible

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

61.5% percentile inside its fair comparison set

98%Raw benchmark value

Hallucination

BB · Professional reasoning · Rubric

Accuracy and fabrication resistance under prompts that invite unsupported claims.

Rank #3 · Source label: openrouter/qwen/qwen3.6-plus

verified runtimeexact aliasBackground only

Raw row drilldownsource row, percentile, last updated, eligibility

Source: BridgeBench
Raw value: 79.1%
Percentile: 97.1%
Last updated: archived
Eligibility: benchmark_derived_model

Parsed from the BridgeBench page for bridgebench-hallucination.

97.1% percentile inside its fair comparison set

79.1%Raw benchmark value

Search / tool use1 benchmark97.9%

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 #9 · Source label: Qwen3.6 Plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 97.7%
Percentile: 97.9%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `tau2`.

97.9% percentile inside its fair comparison set

97.7%Raw benchmark value

Long context2 benchmarks70%

Long Context Reasoning

AA · Long context · Objective

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

Rank #85 · Source label: Qwen3.6 Plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 78.3%
Percentile: 82.6%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `lcr`.

82.6% percentile inside its fair comparison set

78.3%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 #52 · Source label: alibaba/qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 61.9%
Percentile: 57.3%
Last updated: aging
Eligibility: headline eligible

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

57.3% percentile inside its fair comparison set

61.9%Raw benchmark valueCI 60.1% - 63.8%

Vision understanding2 benchmarks71.6%

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 #54 · Source label: Qwen3.6 Plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Artificial Analysis
Raw value: 78%
Percentile: 74.5%
Last updated: recent
Eligibility: headline eligible

Parsed from Artificial Analysis public leaderboard field `mmmuPro`.

74.5% percentile inside its fair comparison set

78%Raw benchmark value

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 #27 · Source label: alibaba/qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 84.2%
Percentile: 68.7%
Last updated: recent
Eligibility: headline eligible

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

68.7% percentile inside its fair comparison set

84.2%Raw benchmark valueCI 82.4% - 85.9%

Document understanding2 benchmarks50.9%

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 #21 · Source label: alibaba/qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 68%
Percentile: 76.7%
Last updated: recent
Eligibility: headline eligible

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

76.7% percentile inside its fair comparison set

68%Raw benchmark valueCI 66.2% - 69.7%

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 #25 · Source label: alibaba/qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Vals AI
Raw value: 52
Percentile: 25%
Last updated: aging
Eligibility: headline eligible

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

25% percentile inside its fair comparison set

52Raw benchmark valueCI 49 - 54

Multilingual18 benchmarksn/a

Text Arena · Chinese

AR · Multilingual · Human

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

Rank #78 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,482
Percentile: 78.1%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: chinese. Source rank: #85. Votes: 2651. Organization: alibaba. License: Proprietary.

78.1% percentile inside its fair comparison set

1,482Raw benchmark valueCI 1,470 - 1,494

Text Arena · French

AR · Multilingual · Human

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

Rank #70 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,466
Percentile: 73.2%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: french. Source rank: #78. Votes: 1859. Organization: alibaba. License: Proprietary.

73.2% percentile inside its fair comparison set

1,466Raw benchmark valueCI 1,451 - 1,482

Text Arena · German

AR · Multilingual · Human

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

Rank #56 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,454
Percentile: 79.8%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: german. Source rank: #63. Votes: 790. Organization: alibaba. License: Proprietary.

79.8% percentile inside its fair comparison set

1,454Raw benchmark valueCI 1,432 - 1,475

Text Arena · Japanese

AR · Multilingual · Human

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

Rank #81 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,389
Percentile: 67.1%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: japanese. Source rank: #95. Votes: 552. Organization: alibaba. License: Proprietary.

67.1% percentile inside its fair comparison set

1,389Raw benchmark valueCI 1,363 - 1,416

Text Arena · Korean

AR · Multilingual · Human

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

Rank #84 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,380
Percentile: 66%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: korean. Source rank: #96. Votes: 816. Organization: alibaba. License: Proprietary.

66% percentile inside its fair comparison set

1,380Raw benchmark valueCI 1,359 - 1,402

Text Arena · Non English

AR · Multilingual · Human

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

Rank #87 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,427
Percentile: 77.1%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: non_english. Source rank: #96. Votes: 26510. Organization: alibaba. License: Proprietary.

77.1% percentile inside its fair comparison set

1,427Raw benchmark valueCI 1,422 - 1,432

Text Arena · Polish

AR · Multilingual · Human

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

Rank #76 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,433
Percentile: 62.3%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: polish. Source rank: #89. Votes: 995. Organization: alibaba. License: Proprietary.

62.3% percentile inside its fair comparison set

1,433Raw benchmark valueCI 1,415 - 1,452

Text Arena · Russian

AR · Multilingual · Human

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

Rank #83 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,439
Percentile: 76%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: russian. Source rank: #92. Votes: 5243. Organization: alibaba. License: Proprietary.

76% percentile inside its fair comparison set

1,439Raw benchmark valueCI 1,430 - 1,448

Text Arena · Spanish

AR · Multilingual · Human

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

Rank #87 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,431
Percentile: 66.8%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: spanish. Source rank: #97. Votes: 1584. Organization: alibaba. License: Proprietary.

66.8% percentile inside its fair comparison set

1,431Raw benchmark valueCI 1,415 - 1,446

Text Arena · Chinese · No Style Control

AR · Multilingual · Human

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

Rank #75 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,477
Percentile: 79%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: chinese. Source rank: #79. Votes: 2651. Organization: alibaba. License: Proprietary.

79% percentile inside its fair comparison set

1,477Raw benchmark valueCI 1,465 - 1,489

Text Arena · French · No Style Control

AR · Multilingual · Human

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

Rank #65 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,455
Percentile: 75.1%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: french. Source rank: #70. Votes: 1859. Organization: alibaba. License: Proprietary.

75.1% percentile inside its fair comparison set

1,455Raw benchmark valueCI 1,439 - 1,470

Text Arena · German · No Style Control

AR · Multilingual · Human

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

Rank #44 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,452
Percentile: 84.2%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: german. Source rank: #48. Votes: 790. Organization: alibaba. License: Proprietary.

84.2% percentile inside its fair comparison set

1,452Raw benchmark valueCI 1,430 - 1,473

Text Arena · Japanese · No Style Control

AR · Multilingual · Human

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

Rank #74 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,389
Percentile: 70%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: japanese. Source rank: #85. Votes: 552. Organization: alibaba. License: Proprietary.

70% percentile inside its fair comparison set

1,389Raw benchmark valueCI 1,362 - 1,415

Text Arena · Korean · No Style Control

AR · Multilingual · Human

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

Rank #84 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,379
Percentile: 66%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: korean. Source rank: #93. Votes: 816. Organization: alibaba. License: Proprietary.

66% percentile inside its fair comparison set

1,379Raw benchmark valueCI 1,358 - 1,401

Text Arena · Non English · No Style Control

AR · Multilingual · Human

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

Rank #78 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,424
Percentile: 79.5%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: non_english. Source rank: #84. Votes: 26510. Organization: alibaba. License: Proprietary.

79.5% percentile inside its fair comparison set

1,424Raw benchmark valueCI 1,419 - 1,429

Text Arena · Polish · No Style Control

AR · Multilingual · Human

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

Rank #64 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,434
Percentile: 68.3%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: polish. Source rank: #71. Votes: 995. Organization: alibaba. License: Proprietary.

68.3% percentile inside its fair comparison set

1,434Raw benchmark valueCI 1,415 - 1,453

Text Arena · Russian · No Style Control

AR · Multilingual · Human

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

Rank #67 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,434
Percentile: 80.6%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: russian. Source rank: #73. Votes: 5243. Organization: alibaba. License: Proprietary.

80.6% percentile inside its fair comparison set

1,434Raw benchmark valueCI 1,426 - 1,443

Text Arena · Spanish · No Style Control

AR · Multilingual · Human

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

Rank #84 · Source label: qwen3.6-plus

verified runtimeexact alias

Raw row drilldownsource row, percentile, last updated, eligibility

Source: Arena
Raw value: 1,431
Percentile: 68%
Last updated: recent
Eligibility: headline eligible

Parsed from Arena leaderboard dataset row `qwen3.6-plus`. Category: spanish. Source rank: #90. Votes: 1584. Organization: alibaba. License: Proprietary.

68% percentile inside its fair comparison set

1,431Raw benchmark valueCI 1,415 - 1,447

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qwen3.6-plus

Current snapshot.

Source-linked scores by benchmark

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qwen3.6-plus

Current snapshot.

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