Puzzle Solving: Wrong answer
Puzzle Solving
Wrong answer
See which AI models are most likely to hit Wrong answer on Puzzle Solving, so you can spot weak points faster. Sort by: Total Cost ↓.
Failure Reasons
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| Rank | Model | Company | Wrong answer Count | Category Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #274 | Beam 1.0 501B A23B high | Reflection | 1 | 0.8 | $0.674 | 2/3 | 4.02s |
| #268 | KAT-Coder-Pro V2.5 medium | Kwaipilot | 2 | 0.6 | $0.669 | 1/3 | 3.20s |
| #222 | LongCat 2.0 low | Meituan | 2 | 0.3 | $0.630 | 0/3 | 8.15s |
| #63 | DeepSeek V4.1 Flash high | DeepSeek | 1 | 0.6 | $0.617 | 1/3 | 14.3s |
| #184 | GPT-5.2 Chat default | OpenAI | 1 | 0.8 | $0.594 | 2/3 | 4.10s |
| #126 | DeepSeek V4.1 Flash 1017 high | DeepSeek | 1 | 0.5 | $0.589 | 1/3 | 5.70s |
| #68 | MiMo-V2.6-Pro medium | Xiaomi | 1 | 0.8 | $0.586 | 2/3 | 92.2s |
| #129 | Step 3.7 Flash medium | Stepfun | 2 | 0.6 | $0.571 | 1/3 | 6.19s |
| #226 | KAT-Coder-Pro V2.5 low | Kwaipilot | 2 | 0.6 | $0.568 | 1/3 | 3.11s |
| #205 | GPT-6 Sol none | OpenAI | 1 | 0.8 | $0.551 | 2/3 | 1.40s |
| #422 | Grok Build 0.1 none | X AI | 1 | 0.6 | $0.547 | 1/3 | 9.55s |
| #235 | KAT-Coder-Pro V2.5 high | Kwaipilot | 1 | 0.8 | $0.506 | 2/3 | 3.38s |
| #136 | Muse Glimmer 30B high | Meta | 1 | 0.6 | $0.506 | 1/3 | 64.8s |
| #128 | GLM 5.3 high | Z.ai | 1 | 0.8 | $0.495 | 2/3 | 4.74s |
| #109 | DeepSeek V4.1 Flash low | DeepSeek | 1 | 0.8 | $0.494 | 2/3 | 9.39s |