LiveBench Zebra Puzzle: leaderboard
Logic grid puzzles in LiveBench's reasoning category, where constraints about people and their attributes must be combined to work out a requested assignment. They are generated procedurally and have been replaced twice with harder sets, first with larger grids and more complex constraints. Answers in solution tags are checked against ground truth automatically, and the score is a percentage where higher is better.
Metric: Score. Source: livebench.ai. Saturation forecast: Estimated already saturated. 71 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Kimi K3 | 100 | #30 |
| 2 | Qwen 3.8 Max | 100 | #35 |
| 3 | GPT-5.5 (xHigh) | 100 | #31 (GPT-5.5) |
| 4 | GPT-5.6 Sol (Max) | 100 | #19 (GPT-5.6 Sol) |
| 5 | Claude Opus 5 (Max) | 100 | #12 (Claude Opus 5) |
| 6 | GPT-6 Astra (Max) | 100 | #6 (GPT-6 Astra) |
| 7 | Claude Opus 4.8 (Max) | 100 | #37 (Claude Opus 4.8) |
| 8 | GPT-5.6 Terra (Max) | 100 | #41 (GPT-5.6 Terra) |
| 9 | GPT-6.1 Sol (Max) | 100 | #7 (GPT-6.1 Sol) |
| 10 | DeepSeek V4.1 Flash (Max) | 100 | #36 (DeepSeek V4.1 Flash) |
| 11 | DeepSeek V4 Flash (0731) | 100 | #78 |
| 12 | GPT-6 Sol (Max) | 100 | #14 (GPT-6 Sol) |
| 13 | Claude Fable 5.1 (Max) | 100 | #9 (Claude Fable 5.1) |
| 14 | Claude Fable 5 (Max) | 100 | #16 (Claude Fable 5) |
| 15 | Muse Wonder (Max) | 100 | #15 (Muse Wonder) |
No result here: #8 Gemini 4 Argon, #10 Muse Wonder Full.
Interactive version: theaggregate.ai/benchmark?slug=livebench-zebra-puzzle · How It Works · Data refreshed daily, snapshot 2026-10-20.