Benchmarks · /benchmarks/livebench-reasoning-zebra-puzzle

Zebra puzzle

Name: Zebra puzzle
Creator: LiveBench

Zebra puzzle task slice from the current LiveBench website leaderboard.

Source · LiveBench
Version · livebench snapshot 2026-06-24
Scores · 108

Test details

Verified but agingThis is an objective signal, so it is mainly about measurable task performance rather than public taste.

source

LiveBench

metric

Score (%)

judge

Objective

direction

higher better

group id

livebench_reasoning_zebra_puzzle_2026_01_08

domain

Reasoning / math / science

What it measures vs what it misses

✓ Measures

Objective zebra puzzle score in LiveBench.

✗ Misses

Adjacent LiveBench categories, subjective preference, latency, and cost.

Why this countsIt is one of the cleaner reads on deliberate reasoning strength rather than style or popularity.Same-test ruleThis percentile only compares models inside the exact benchmark/version group shown here. It is not a universal score.What it missesIt still misses product usability, latency, and whether the model stays correct in messy real workflows.

Leaderboard · this benchmark version

#1 · claude-opus-4-7-high-effort

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 100%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

100%

#2 · claude-opus-4-7-xhigh-effort

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 100%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

100%

#3 · claude-opus-4-8-xhigh-effort

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 100%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

100%

#4 · claude-fable-5-high-effort

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 100%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

100%

#5 · claude-fable-5-xhigh-effort

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 100%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

100%

#6 · claude-opus-4-8-medium-effort

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 95.3%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

98.5%

#7 · claude-opus-4-8-high-effort

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 94.4%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

98%

#8 · claude-opus-4-8-low-effort

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 93.5%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

96.8%

#9 · GPT-5.5

LB · Jan 8, 2026

Source label: gpt-5.5-high

verified runtimeexact alias

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 92.5%
Last updated: archived
Eligibility: headline eligible
Identity: provider alias (0.92)

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

96%

#10 · claude-sonnet-4-6-thinking-auto-medium-effort

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 92.5%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

96%

#11 · Kimi K2.7 Code

LB · Jan 8, 2026

Source label: kimi-k2.7-code

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 92.5%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

96%

#12 · claude-sonnet-4-6-thinking-auto-high-effort

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 89.7%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

94.5%

#13 · claude-opus-4-6-thinking-auto-high-effort

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 88.8%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

94%

#14 · claude-opus-4-7-medium-effort

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 87.9%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

92.8%

#15 · deepseek-v4-pro

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 86.9%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

92%

#16 · GPT-5.4

LB · Jan 8, 2026

Source label: gpt-5.4-high

verified runtimeexact alias

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 86%
Last updated: archived
Eligibility: headline eligible
Identity: provider alias (0.92)

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

90%

#17 · claude-sonnet-4-6-thinking-auto-low-effort

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 86%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

90%

#18 · claude-opus-4-7-low-effort

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 84.1%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

89.5%

#19 · gpt-5.1-codex-max-high

LB · Jan 8, 2026

Source label: gpt-5.1-codex-max-high

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 83.2%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

88%

#20 · gpt-5.2-2025-12-11-medium

LB · Jan 8, 2026

Source label: gpt-5.2-2025-12-11-medium

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 82.2%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

86%

#21 · gemini-3.1-pro-preview-high

LB · Jan 8, 2026

Source label: gemini-3.1-pro-preview-high

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 81.3%
Last updated: archived
Eligibility: preview_model
Identity: provider alias (0.92)

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

85.3%

#22 · Grok 4

LB · Jan 8, 2026

Source label: grok-4-0709

verified runtimeexact alias

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 80.4%
Last updated: archived
Eligibility: headline eligible
Identity: provider alias (0.92)

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

85%

#23 · GPT-5

LB · Jan 8, 2026

Source label: gpt-5-pro-2025-10-06

verified runtimeexact alias

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 79.4%
Last updated: archived
Eligibility: headline eligible
Identity: provider alias (0.92)

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

84%

#24 · gpt-5.2-2025-12-11-high

LB · Jan 8, 2026

Source label: gpt-5.2-2025-12-11-high

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 79.4%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

84%

#25 · claude-opus-4-5-20251101-thinking-64k-medium-effort

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 77.6%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

83.8%

#26 · gpt-5.1-2025-11-13-high

LB · Jan 8, 2026

Source label: gpt-5.1-2025-11-13-high

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 76.6%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

80.3%

#27 · kimi-k2.6-thinking

LB · Jan 8, 2026

Source label: kimi-k2.6-thinking

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 75.7%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

78.5%

#28 · claude-opus-4-5-20251101-thinking-64k-high-effort

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 74.8%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

77.5%

#29 · Gemini 3.5 Flash

LB · Jan 8, 2026

Source label: gemini-3.5-flash-high

verified runtimeexact alias

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 73.8%
Last updated: archived
Eligibility: headline eligible
Identity: provider alias (0.92)

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

77.3%

#30 · Qwen3.7 Max

LB · Jan 8, 2026

Source label: qwen3.7-max

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 72.9%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

74.5%

#31 · claude-opus-4-5-20251101-thinking-64k-low-effort

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 72%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

74%

#32 · kimi-k2.5-thinking

LB · Jan 8, 2026

Source label: kimi-k2.5-thinking

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 71%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

70.8%

#33 · GPT-5.2

LB · Jan 8, 2026

Source label: gpt-5.2-codex

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 70.1%
Last updated: archived
Eligibility: historical_model
Identity: provider alias (0.92)

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

70%

#34 · deepseek-v3.2-thinking

LB · Jan 8, 2026

Source label: deepseek-v3.2-thinking

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 69.2%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

69.8%

#35 · grok-build-0.1

LB · Jan 8, 2026

Source label: grok-build-0.1

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 68.2%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

68.3%

#36 · gpt-5.3-codex-high

LB · Jan 8, 2026

Source label: gpt-5.3-codex-high

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 67.3%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

68%

#37 · qwen3.6-plus

LB · Jan 8, 2026

Source label: qwen3.6-plus

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 67.3%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

68%

#38 · Grok 4.20

LB · Jan 8, 2026

Source label: grok-4.20-beta-0309-reasoning

verified runtimeexact alias

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 65.4%
Last updated: archived
Eligibility: headline eligible
Identity: provider alias (0.92)

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

67.8%

#39 · claude-sonnet-4-5-20250929-thinking-64k

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 64.5%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

67.5%

#40 · minimax-m2.7

LB · Jan 8, 2026

Source label: minimax-m2.7

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 63.6%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

66.3%

#41 · GLM-5.2 (max)

LB · Jan 8, 2026

Source label: glm-5.2

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 62.6%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

65.5%

#42 · gemini-3-pro-preview-11-2025-high

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 61.7%
Last updated: archived
Eligibility: preview_model
Identity: provider alias (0.92)

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

64.8%

#43 · mimo-v2-pro

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 60.7%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

63.5%

#44 · gpt-5.1-2025-11-13-medium

LB · Jan 8, 2026

Source label: gpt-5.1-2025-11-13-medium

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 59.8%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

63%

#45 · claude-4-1-opus-20250805-thinking-32k

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 58.9%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

62%

#46 · minimax-m3

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 57.9%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

61%

#47 · GPT-5.3 Codex

LB · Jan 8, 2026

Source label: gpt-5.3-codex-xhigh

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 57%
Last updated: archived
Eligibility: specialized_model
Identity: provider alias (0.92)

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

60%

#48 · claude-haiku-4-5-20251001-thinking-64k

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 56.1%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

58.5%

#49 · Grok 4.3

LB · Jan 8, 2026

Source label: grok-4.3

verified runtimeexact alias

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 55.1%
Last updated: archived
Eligibility: headline eligible
Identity: provider alias (0.92)

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

57.8%

#50 · Qwen3.6 27B (Reasoning)

LB · Jan 8, 2026

Source label: qwen3.6-27b

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 54.2%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

53.8%

#51 · GPT-5.1

LB · Jan 8, 2026

Source label: gpt-5.1-codex-mini

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 53.3%
Last updated: archived
Eligibility: historical_model
Identity: provider alias (0.92)

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

53%

#52 · gemini-3-pro-preview-11-2025-low

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 53.3%
Last updated: archived
Eligibility: preview_model
Identity: provider alias (0.92)

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

53%

#53 · claude-4-sonnet-20250514-thinking-64k

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 51.4%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

52.5%

#54 · qwen3.6-flash

LB · Jan 8, 2026

Source label: qwen3.6-flash

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 50.5%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

51.8%

#55 · deepseek-v4-flash

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 49.5%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

49.3%

#56 · glm-5.1

LB · Jan 8, 2026

Source label: glm-5.1

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 49.5%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

49.3%

#57 · glm-4.6

LB · Jan 8, 2026

Source label: glm-4.6

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 47.7%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

48.3%

#58 · gemini-2.5-pro-06-05-highthinking

LB · Jan 8, 2026

Source label: gemini-2.5-pro-06-05-highthinking

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 46.7%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

48%

#59 · gemini-3-flash-preview-high

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 45.8%
Last updated: archived
Eligibility: preview_model
Identity: provider alias (0.92)

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

47.5%

#60 · Kimi K2 Thinking

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 44.9%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

46.3%

#61 · qwen3-235b-a22b-instruct-2507

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 43.9%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

43.5%

#62 · gpt-5.2-2025-12-11-low

LB · Jan 8, 2026

Source label: gpt-5.2-2025-12-11-low

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 43%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

42%

#63 · qwen3-235b-a22b-thinking-2507

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 42.1%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

37.8%

#64 · glm-5

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 41.1%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

35.8%

#65 · qwen3-next-80b-a3b-instruct

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 40.2%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

32.8%

#66 · qwen3-next-80b-a3b-thinking

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 39.3%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

32.5%

#67 · deepseek-v3.2-exp-thinking

LB · Jan 8, 2026

Source label: deepseek-v3.2-exp-thinking

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 38.3%
Last updated: archived
Eligibility: preview_model
Identity: provider alias (0.92)

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

30.3%

#68 · gemma-4-31b-it

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 37.4%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

29.8%

#69 · gpt-5.3-instant

LB · Jan 8, 2026

Source label: gpt-5.3-instant

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 36.4%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

29%

#70 · gemini-3.1-flash-lite-preview-high

LB · Jan 8, 2026

Source label: gemini-3.1-flash-lite-preview-high

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 35.5%
Last updated: archived
Eligibility: preview_model
Identity: provider alias (0.92)

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

25.3%

#71 · gemini-2.5-flash-preview-09-2025-highthinking

LB · Jan 8, 2026

Source label: gemini-2.5-flash-preview-09-2025-highthinking

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 34.6%
Last updated: archived
Eligibility: preview_model
Identity: provider alias (0.92)

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

23.5%

#72 · minimax-m2.5

LB · Jan 8, 2026

Source label: minimax-m2.5

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 33.6%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

21.8%

#73 · qwen3-32b-thinking

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 32.7%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

21.3%

#74 · kimi-k2-instruct

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 31.8%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

21%

#75 · GPT-OSS 120B

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 30.8%
Last updated: archived
Eligibility: historical_model
Identity: provider alias (0.92)

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

20.8%

#76 · gpt-5.1-2025-11-13-low

LB · Jan 8, 2026

Source label: gpt-5.1-2025-11-13-low

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 29.9%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

19.5%

#77 · claude-opus-4-5-20251101-medium-effort

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 29%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

19%

#78 · gemini-3-flash-preview-minimal

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 28%
Last updated: archived
Eligibility: preview_model
Identity: provider alias (0.92)

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

18.8%

#79 · glm-5v-turbo

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 27.1%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

18.5%

#80 · gemini-2.5-flash-06-05-highthinking

LB · Jan 8, 2026

Source label: gemini-2.5-flash-06-05-highthinking

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 26.2%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

18.3%

#81 · glm-4.6v

LB · Jan 8, 2026

Source label: glm-4.6v

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 26.2%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

18.3%

#82 · claude-opus-4-5-20251101-high-effort

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 24.3%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

18%

#83 · glm-4.7

LB · Jan 8, 2026

Source label: glm-4.7

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 24.3%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

18%

#84 · claude-opus-4-5-20251101-low-effort

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 22.4%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

17.3%

#85 · qwen3-30b-a3b-thinking

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 21.5%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

16.3%

#86 · Claude Sonnet 4.5

LB · Jan 8, 2026

Source label: claude-sonnet-4-5-20250929

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 20.6%
Last updated: archived
Eligibility: historical_model
Identity: provider alias (0.92)

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

15.3%

#87 · Grok Code Fast

LB · Jan 8, 2026

Source label: grok-code-fast-1-0825

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 19.6%
Last updated: archived
Eligibility: specialized_model
Identity: provider alias (0.92)

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

14.8%

#88 · gpt-5.4-nano-low

LB · Jan 8, 2026

Source label: gpt-5.4-nano-low

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 18.7%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

14.7%

#89 · Elephant Alpha

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 17.8%
Last updated: archived
Eligibility: Alpha model tracked from BridgeBench but excluded from default rankings.
Identity: provider alias (0.92)

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

13.8%

#90 · claude-4-sonnet-20250514-base

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 16.8%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

13%

#91 · gemini-2.5-flash-lite-highthinking

LB · Jan 8, 2026

Source label: gemini-2.5-flash-lite-highthinking

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 15.9%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

12.8%

#92 · gemini-2.5-flash-lite-preview-09-2025-highthinking

LB · Jan 8, 2026

Source label: gemini-2.5-flash-lite-preview-09-2025-highthinking

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 15%
Last updated: archived
Eligibility: preview_model
Identity: provider alias (0.92)

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

12.3%

#93 · DeepSeek V3.2 Exp

LB · Jan 8, 2026

Source label: deepseek-v3.2-exp

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 14%
Last updated: archived
Eligibility: preview_model
Identity: provider alias (0.92)

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

12%

#94 · claude-4-1-opus-20250805-base

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 13.1%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

11.5%

#95 · gpt-5.4-mini-low

LB · Jan 8, 2026

Source label: gpt-5.4-mini-low

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 12.1%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

11.2%

#96 · gpt-5.2-2025-12-11-nothinking

LB · Jan 8, 2026

Source label: gpt-5.2-2025-12-11-nothinking

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 11.2%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

10.5%

#97 · Claude Haiku 4.5

LB · Jan 8, 2026

Source label: claude-haiku-4-5-20251001

verified runtimeexact alias

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 10.3%
Last updated: archived
Eligibility: headline eligible
Identity: provider alias (0.92)

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

9.8%

#98 · Grok 4.1 Fast

LB · Jan 8, 2026

Source label: grok-4-1-fast-non-reasoning

verified runtimeexact alias

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 9.3%
Last updated: archived
Eligibility: headline eligible
Identity: provider alias (0.92)

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

#99 · DeepSeek Chat

LB · Jan 8, 2026

Source label: deepseek-v3.2

verified runtimeexact alias

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 9.3%
Last updated: archived
Eligibility: headline eligible
Identity: provider alias (0.92)

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

#100 · gpt-5.1-2025-11-13-nothinking

LB · Jan 8, 2026

Source label: gpt-5.1-2025-11-13-nothinking

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 7.5%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

8.3%

#101 · grok-4.20-beta-0309-non-reasoning

LB · Jan 8, 2026

Source label: grok-4.20-beta-0309-non-reasoning

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 6.5%
Last updated: archived
Eligibility: preview_model
Identity: provider alias (0.92)

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

7.8%

#102 · arcee-trinity-large-preview

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 5.6%
Last updated: archived
Eligibility: preview_model
Identity: provider alias (0.92)

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

7.5%

#103 · GPT-5.4 mini

LB · Jan 8, 2026

Source label: gpt-5.4-mini

verified runtimeexact alias

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 4.7%
Last updated: archived
Eligibility: headline eligible
Identity: provider alias (0.92)

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

6.7%

#104 · nemotron-3-ultra-550b-a55b

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 3.7%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

6.3%

#105 · gpt-5-mini-low

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 2.8%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

5.8%

#106 · gpt-5-nano-low

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 1.9%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

2.3%

#107 · GPT-5.4 nano

LB · Jan 8, 2026

Source label: gpt-5.4-nano

verified runtimeexact alias

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 0.9%
Last updated: archived
Eligibility: headline eligible
Identity: provider alias (0.92)

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

0.6%

#108 · devstral-2512

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 0%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

0.5%

Benchmarks · /benchmarks/livebench-reasoning-zebra-puzzle

Zebra puzzle

Zebra puzzle task slice from the current LiveBench website leaderboard.

Source · LiveBench
Version · livebench snapshot 2026-06-24
Scores · 108

Test details

Verified but agingThis is an objective signal, so it is mainly about measurable task performance rather than public taste.

source

LiveBench

metric

Score (%)

judge

Objective

direction

higher better

group id

livebench_reasoning_zebra_puzzle_2026_01_08

domain

Reasoning / math / science

What it measures vs what it misses

✓ Measures

Objective zebra puzzle score in LiveBench.

✗ Misses

Adjacent LiveBench categories, subjective preference, latency, and cost.

Leaderboard · this benchmark version

#1 · claude-opus-4-7-high-effort

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 100%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

100%

#2 · claude-opus-4-7-xhigh-effort

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 100%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

100%

#3 · claude-opus-4-8-xhigh-effort

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 100%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

100%

#4 · claude-fable-5-high-effort

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 100%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

100%

#5 · claude-fable-5-xhigh-effort

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 100%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

100%

#6 · claude-opus-4-8-medium-effort

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 95.3%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

98.5%

#7 · claude-opus-4-8-high-effort

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 94.4%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

98%

#8 · claude-opus-4-8-low-effort

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 93.5%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

96.8%

#9 · GPT-5.5

LB · Jan 8, 2026

Source label: gpt-5.5-high

verified runtimeexact alias

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 92.5%
Last updated: archived
Eligibility: headline eligible
Identity: provider alias (0.92)

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

96%

#10 · claude-sonnet-4-6-thinking-auto-medium-effort

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 92.5%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

96%

#11 · Kimi K2.7 Code

LB · Jan 8, 2026

Source label: kimi-k2.7-code

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 92.5%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

96%

#12 · claude-sonnet-4-6-thinking-auto-high-effort

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 89.7%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

94.5%

#13 · claude-opus-4-6-thinking-auto-high-effort

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 88.8%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

94%

#14 · claude-opus-4-7-medium-effort

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 87.9%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

92.8%

#15 · deepseek-v4-pro

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 86.9%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

92%

#16 · GPT-5.4

LB · Jan 8, 2026

Source label: gpt-5.4-high

verified runtimeexact alias

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 86%
Last updated: archived
Eligibility: headline eligible
Identity: provider alias (0.92)

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

90%

#17 · claude-sonnet-4-6-thinking-auto-low-effort

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 86%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

90%

#18 · claude-opus-4-7-low-effort

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 84.1%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

89.5%

#19 · gpt-5.1-codex-max-high

LB · Jan 8, 2026

Source label: gpt-5.1-codex-max-high

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 83.2%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

88%

#20 · gpt-5.2-2025-12-11-medium

LB · Jan 8, 2026

Source label: gpt-5.2-2025-12-11-medium

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 82.2%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

86%

#21 · gemini-3.1-pro-preview-high

LB · Jan 8, 2026

Source label: gemini-3.1-pro-preview-high

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 81.3%
Last updated: archived
Eligibility: preview_model
Identity: provider alias (0.92)

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

85.3%

#22 · Grok 4

LB · Jan 8, 2026

Source label: grok-4-0709

verified runtimeexact alias

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 80.4%
Last updated: archived
Eligibility: headline eligible
Identity: provider alias (0.92)

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

85%

#23 · GPT-5

LB · Jan 8, 2026

Source label: gpt-5-pro-2025-10-06

verified runtimeexact alias

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 79.4%
Last updated: archived
Eligibility: headline eligible
Identity: provider alias (0.92)

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

84%

#24 · gpt-5.2-2025-12-11-high

LB · Jan 8, 2026

Source label: gpt-5.2-2025-12-11-high

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 79.4%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

84%

#25 · claude-opus-4-5-20251101-thinking-64k-medium-effort

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 77.6%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

83.8%

#26 · gpt-5.1-2025-11-13-high

LB · Jan 8, 2026

Source label: gpt-5.1-2025-11-13-high

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 76.6%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

80.3%

#27 · kimi-k2.6-thinking

LB · Jan 8, 2026

Source label: kimi-k2.6-thinking

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 75.7%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

78.5%

#28 · claude-opus-4-5-20251101-thinking-64k-high-effort

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 74.8%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

77.5%

#29 · Gemini 3.5 Flash

LB · Jan 8, 2026

Source label: gemini-3.5-flash-high

verified runtimeexact alias

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 73.8%
Last updated: archived
Eligibility: headline eligible
Identity: provider alias (0.92)

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

77.3%

#30 · Qwen3.7 Max

LB · Jan 8, 2026

Source label: qwen3.7-max

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 72.9%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

74.5%

#31 · claude-opus-4-5-20251101-thinking-64k-low-effort

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 72%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

74%

#32 · kimi-k2.5-thinking

LB · Jan 8, 2026

Source label: kimi-k2.5-thinking

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 71%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

70.8%

#33 · GPT-5.2

LB · Jan 8, 2026

Source label: gpt-5.2-codex

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 70.1%
Last updated: archived
Eligibility: historical_model
Identity: provider alias (0.92)

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

70%

#34 · deepseek-v3.2-thinking

LB · Jan 8, 2026

Source label: deepseek-v3.2-thinking

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 69.2%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

69.8%

#35 · grok-build-0.1

LB · Jan 8, 2026

Source label: grok-build-0.1

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 68.2%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

68.3%

#36 · gpt-5.3-codex-high

LB · Jan 8, 2026

Source label: gpt-5.3-codex-high

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 67.3%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

68%

#37 · qwen3.6-plus

LB · Jan 8, 2026

Source label: qwen3.6-plus

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 67.3%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

68%

#38 · Grok 4.20

LB · Jan 8, 2026

Source label: grok-4.20-beta-0309-reasoning

verified runtimeexact alias

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 65.4%
Last updated: archived
Eligibility: headline eligible
Identity: provider alias (0.92)

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

67.8%

#39 · claude-sonnet-4-5-20250929-thinking-64k

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 64.5%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

67.5%

#40 · minimax-m2.7

LB · Jan 8, 2026

Source label: minimax-m2.7

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 63.6%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

66.3%

#41 · GLM-5.2 (max)

LB · Jan 8, 2026

Source label: glm-5.2

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 62.6%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

65.5%

#42 · gemini-3-pro-preview-11-2025-high

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 61.7%
Last updated: archived
Eligibility: preview_model
Identity: provider alias (0.92)

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

64.8%

#43 · mimo-v2-pro

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 60.7%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

63.5%

#44 · gpt-5.1-2025-11-13-medium

LB · Jan 8, 2026

Source label: gpt-5.1-2025-11-13-medium

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 59.8%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

63%

#45 · claude-4-1-opus-20250805-thinking-32k

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 58.9%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

62%

#46 · minimax-m3

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 57.9%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

61%

#47 · GPT-5.3 Codex

LB · Jan 8, 2026

Source label: gpt-5.3-codex-xhigh

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 57%
Last updated: archived
Eligibility: specialized_model
Identity: provider alias (0.92)

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

60%

#48 · claude-haiku-4-5-20251001-thinking-64k

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 56.1%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

58.5%

#49 · Grok 4.3

LB · Jan 8, 2026

Source label: grok-4.3

verified runtimeexact alias

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 55.1%
Last updated: archived
Eligibility: headline eligible
Identity: provider alias (0.92)

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

57.8%

#50 · Qwen3.6 27B (Reasoning)

LB · Jan 8, 2026

Source label: qwen3.6-27b

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 54.2%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

53.8%

#51 · GPT-5.1

LB · Jan 8, 2026

Source label: gpt-5.1-codex-mini

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 53.3%
Last updated: archived
Eligibility: historical_model
Identity: provider alias (0.92)

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

53%

#52 · gemini-3-pro-preview-11-2025-low

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 53.3%
Last updated: archived
Eligibility: preview_model
Identity: provider alias (0.92)

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

53%

#53 · claude-4-sonnet-20250514-thinking-64k

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 51.4%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

52.5%

#54 · qwen3.6-flash

LB · Jan 8, 2026

Source label: qwen3.6-flash

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 50.5%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

51.8%

#55 · deepseek-v4-flash

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 49.5%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

49.3%

#56 · glm-5.1

LB · Jan 8, 2026

Source label: glm-5.1

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 49.5%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

49.3%

#57 · glm-4.6

LB · Jan 8, 2026

Source label: glm-4.6

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 47.7%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

48.3%

#58 · gemini-2.5-pro-06-05-highthinking

LB · Jan 8, 2026

Source label: gemini-2.5-pro-06-05-highthinking

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 46.7%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

48%

#59 · gemini-3-flash-preview-high

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 45.8%
Last updated: archived
Eligibility: preview_model
Identity: provider alias (0.92)

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

47.5%

#60 · Kimi K2 Thinking

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 44.9%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

46.3%

#61 · qwen3-235b-a22b-instruct-2507

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 43.9%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

43.5%

#62 · gpt-5.2-2025-12-11-low

LB · Jan 8, 2026

Source label: gpt-5.2-2025-12-11-low

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 43%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

42%

#63 · qwen3-235b-a22b-thinking-2507

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 42.1%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

37.8%

#64 · glm-5

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 41.1%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

35.8%

#65 · qwen3-next-80b-a3b-instruct

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 40.2%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

32.8%

#66 · qwen3-next-80b-a3b-thinking

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 39.3%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

32.5%

#67 · deepseek-v3.2-exp-thinking

LB · Jan 8, 2026

Source label: deepseek-v3.2-exp-thinking

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 38.3%
Last updated: archived
Eligibility: preview_model
Identity: provider alias (0.92)

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

30.3%

#68 · gemma-4-31b-it

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 37.4%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

29.8%

#69 · gpt-5.3-instant

LB · Jan 8, 2026

Source label: gpt-5.3-instant

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 36.4%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

29%

#70 · gemini-3.1-flash-lite-preview-high

LB · Jan 8, 2026

Source label: gemini-3.1-flash-lite-preview-high

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 35.5%
Last updated: archived
Eligibility: preview_model
Identity: provider alias (0.92)

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

25.3%

#71 · gemini-2.5-flash-preview-09-2025-highthinking

LB · Jan 8, 2026

Source label: gemini-2.5-flash-preview-09-2025-highthinking

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 34.6%
Last updated: archived
Eligibility: preview_model
Identity: provider alias (0.92)

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

23.5%

#72 · minimax-m2.5

LB · Jan 8, 2026

Source label: minimax-m2.5

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 33.6%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

21.8%

#73 · qwen3-32b-thinking

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 32.7%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

21.3%

#74 · kimi-k2-instruct

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 31.8%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

21%

#75 · GPT-OSS 120B

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 30.8%
Last updated: archived
Eligibility: historical_model
Identity: provider alias (0.92)

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

20.8%

#76 · gpt-5.1-2025-11-13-low

LB · Jan 8, 2026

Source label: gpt-5.1-2025-11-13-low

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 29.9%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

19.5%

#77 · claude-opus-4-5-20251101-medium-effort

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 29%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

19%

#78 · gemini-3-flash-preview-minimal

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 28%
Last updated: archived
Eligibility: preview_model
Identity: provider alias (0.92)

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

18.8%

#79 · glm-5v-turbo

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 27.1%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

18.5%

#80 · gemini-2.5-flash-06-05-highthinking

LB · Jan 8, 2026

Source label: gemini-2.5-flash-06-05-highthinking

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 26.2%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

18.3%

#81 · glm-4.6v

LB · Jan 8, 2026

Source label: glm-4.6v

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 26.2%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

18.3%

#82 · claude-opus-4-5-20251101-high-effort

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 24.3%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

18%

#83 · glm-4.7

LB · Jan 8, 2026

Source label: glm-4.7

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 24.3%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

18%

#84 · claude-opus-4-5-20251101-low-effort

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 22.4%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

17.3%

#85 · qwen3-30b-a3b-thinking

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 21.5%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

16.3%

#86 · Claude Sonnet 4.5

LB · Jan 8, 2026

Source label: claude-sonnet-4-5-20250929

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 20.6%
Last updated: archived
Eligibility: historical_model
Identity: provider alias (0.92)

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

15.3%

#87 · Grok Code Fast

LB · Jan 8, 2026

Source label: grok-code-fast-1-0825

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 19.6%
Last updated: archived
Eligibility: specialized_model
Identity: provider alias (0.92)

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

14.8%

#88 · gpt-5.4-nano-low

LB · Jan 8, 2026

Source label: gpt-5.4-nano-low

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 18.7%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

14.7%

#89 · Elephant Alpha

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 17.8%
Last updated: archived
Eligibility: Alpha model tracked from BridgeBench but excluded from default rankings.
Identity: provider alias (0.92)

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

13.8%

#90 · claude-4-sonnet-20250514-base

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 16.8%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

13%

#91 · gemini-2.5-flash-lite-highthinking

LB · Jan 8, 2026

Source label: gemini-2.5-flash-lite-highthinking

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 15.9%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

12.8%

#92 · gemini-2.5-flash-lite-preview-09-2025-highthinking

LB · Jan 8, 2026

Source label: gemini-2.5-flash-lite-preview-09-2025-highthinking

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 15%
Last updated: archived
Eligibility: preview_model
Identity: provider alias (0.92)

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

12.3%

#93 · DeepSeek V3.2 Exp

LB · Jan 8, 2026

Source label: deepseek-v3.2-exp

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 14%
Last updated: archived
Eligibility: preview_model
Identity: provider alias (0.92)

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

12%

#94 · claude-4-1-opus-20250805-base

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 13.1%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

11.5%

#95 · gpt-5.4-mini-low

LB · Jan 8, 2026

Source label: gpt-5.4-mini-low

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 12.1%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

11.2%

#96 · gpt-5.2-2025-12-11-nothinking

LB · Jan 8, 2026

Source label: gpt-5.2-2025-12-11-nothinking

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 11.2%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

10.5%

#97 · Claude Haiku 4.5

LB · Jan 8, 2026

Source label: claude-haiku-4-5-20251001

verified runtimeexact alias

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 10.3%
Last updated: archived
Eligibility: headline eligible
Identity: provider alias (0.92)

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

9.8%

#98 · Grok 4.1 Fast

LB · Jan 8, 2026

Source label: grok-4-1-fast-non-reasoning

verified runtimeexact alias

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 9.3%
Last updated: archived
Eligibility: headline eligible
Identity: provider alias (0.92)

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

#99 · DeepSeek Chat

LB · Jan 8, 2026

Source label: deepseek-v3.2

verified runtimeexact alias

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 9.3%
Last updated: archived
Eligibility: headline eligible
Identity: provider alias (0.92)

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

#100 · gpt-5.1-2025-11-13-nothinking

LB · Jan 8, 2026

Source label: gpt-5.1-2025-11-13-nothinking

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 7.5%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

8.3%

#101 · grok-4.20-beta-0309-non-reasoning

LB · Jan 8, 2026

Source label: grok-4.20-beta-0309-non-reasoning

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 6.5%
Last updated: archived
Eligibility: preview_model
Identity: provider alias (0.92)

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

7.8%

#102 · arcee-trinity-large-preview

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 5.6%
Last updated: archived
Eligibility: preview_model
Identity: provider alias (0.92)

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

7.5%

#103 · GPT-5.4 mini

LB · Jan 8, 2026

Source label: gpt-5.4-mini

verified runtimeexact alias

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 4.7%
Last updated: archived
Eligibility: headline eligible
Identity: provider alias (0.92)

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

6.7%

#104 · nemotron-3-ultra-550b-a55b

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 3.7%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

6.3%

#105 · gpt-5-mini-low

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 2.8%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

5.8%

#106 · gpt-5-nano-low

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 1.9%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

2.3%

#107 · GPT-5.4 nano

LB · Jan 8, 2026

Source label: gpt-5.4-nano

verified runtimeexact alias

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 0.9%
Last updated: archived
Eligibility: headline eligible
Identity: provider alias (0.92)

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

0.6%

#108 · devstral-2512

LB · Jan 8, 2026

verified runtimeexact aliasBackground only

Raw row drilldownsource, percentile, eligibility

Source URL: https://livebench.ai/table_2026_01_08.csv
Percentile: 0%
Last updated: archived
Eligibility: benchmark_derived_model
Identity: provider alias (0.92)

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

0.5%

Zebra puzzle

Test details

What it measures vs what it misses

✓ Measures

✗ Misses

Leaderboard · this benchmark version

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Zebra puzzle

Test details

What it measures vs what it misses

✓ Measures

✗ Misses

Leaderboard · this benchmark version