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) |
|---|---|---|---|---|---|---|---|
| #402 | Grok 4.1 Fast medium | X AI | 1 | 0.5 | $0.069 | 1/3 | 7.40s |
| #290 | Gemini 3.1 Flash Lite none | 1 | 0.6 | $0.069 | 1/3 | 720ms | |
| #387 | KAT Coder AIR V2.5 default | Kwaipilot | 3 | 0.3 | $0.070 | 0/3 | 1.84s |
| #372 | Qwen3 Coder Next medium | Qwen | 2 | 0.3 | $0.071 | 0/3 | 1.25s |
| #140 | Qwen3.7 Flash low | Qwen | 1 | 0.7 | $0.071 | 1/3 | 9.79s |
| #135 | GPT-6 Luna high | OpenAI | 1 | 0.8 | $0.074 | 2/3 | 7.51s |
| #221 | Qwen3.7 Flash medium | Qwen | 1 | 0.7 | $0.076 | 1/3 | 8.30s |
| #340 | KAT Coder AIR V2.5 high | Kwaipilot | 3 | 0.4 | $0.077 | 0/3 | 2.47s |
| #315 | Nemotron 3 Super medium | NVIDIA | 2 | 0.3 | $0.081 | 0/3 | 3.15s |
| #237 | Laguna XS 2.1 medium | Poolside | 2 | 0.5 | $0.083 | 1/3 | 3.43s |
| #411 | Grok 4.20 Beta default | X AI | 1 | 0.8 | $0.087 | 2/3 | 586ms |
| #92 | Claude Haiku 5.5 high | Anthropic | 1 | 0.6 | $0.088 | 1/3 | 3.28s |
| #145 | Qwen3.8 27B low | Qwen | 1 | 0.8 | ~$0.089 | 2/3 | 4.91s |
| #210 | Qwen3.5-Flash none | Qwen | 3 | 0.3 | $0.089 | 0/3 | 10.9s |
| #349 | Laguna S 2.1 medium | Poolside | 3 | 0.3 | $0.092 | 0/3 | 2.62s |