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) |
|---|---|---|---|---|---|---|---|
| #142 | GPT-5.4 Mini none | OpenAI | 1 | 5.4 | $0.095 | 1/3 | 836ms |
| #82 | Mercury 2 medium | Inception | 1 | 5.4 | $0.093 | 1/3 | 949ms |
| #109 | Qwen3.5-27B none | Qwen | 1 | 6.7 | $0.090 | 1/3 | 1.38s |
| #158 | Qwen3.6 27B none | Qwen | 1 | 5.3 | $0.087 | 1/3 | 5.15s |
| #197 | Grok 4.20 Beta none | X AI | 1 | 7.7 | $0.087 | 2/3 | 586ms |
| #93 | Gemini 3 Flash Preview none | 1 | 7.7 | $0.085 | 2/3 | 1.05s | |
| #80 | DeepSeek V3.2 medium | DeepSeek | 1 | 7.0 | $0.078 | 1/3 | 37.7s |
| #150 | KAT-Coder-Air V2.5 high | Kwaipilot | 3 | 3.5 | $0.077 | 0/3 | 2.47s |
| #131 | Qwen3.5-Flash none | Qwen | 3 | 3.1 | $0.073 | 0/3 | 10.9s |
| #113 | Qwen3.5 Plus 2026-02-15 none | Qwen | 1 | 7.7 | $0.073 | 2/3 | 2.71s |
| #191 | Grok 4.1 Fast medium | X AI | 1 | 5.3 | $0.069 | 1/3 | 7.40s |
| #160 | MiMo-V2.5-Pro none | Xiaomi | 1 | 6.7 | $0.068 | 1/3 | 1.30s |
| #108 | Laguna XS 2.1 medium | Poolside | 2 | 5.3 | $0.068 | 1/3 | 3.43s |
| #188 | KAT-Coder-Air V2.5 none | Kwaipilot | 3 | 2.9 | $0.067 | 0/3 | 1.84s |
| #122 | Seed-2.0-Lite none | Bytedance Seed | 2 | 5.3 | $0.066 | 1/3 | 2.78s |