Puzzle Solving Ranking
See which AI models perform best on Puzzle Solving, which ones stay reliable, and where the biggest gaps appear. Sort by: Tests Correct ↓.
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| Rank | Model | Company | Puzzle Solving Score | Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #142 | Muse Wonder xhigh | Meta | 0.5 | 0.8 | $4.012 | 1/3 | 3.53s |
| #149 | Mistral Large 4 high | Mistral | 0.5 | 0.8 | $1.391 | 1/3 | 55.2s |
| #168 | Qwen3.5-27B none | Qwen | 0.7 | 0.7 | $0.116 | 1/3 | 1.38s |
| #173 | Qwen3.7 Flash high | Qwen | 0.7 | 0.7 | $0.063 | 1/3 | 10.8s |
| #174 | LongCat 2.0 medium | Meituan | 0.5 | 0.7 | $0.767 | 1/3 | 8.84s |
| #176 | Step 3.7 Flash low | Stepfun | 0.6 | 0.7 | $0.449 | 1/3 | 1.84s |
| #187 | Kimi K2.7 Code medium | Moonshot AI | 0.6 | 0.7 | $1.136 | 1/3 | 41.0s |
| #189 | Step 5 Preview high | Stepfun | 0.6 | 0.7 | $4.513 | 1/3 | 143.2s |
| #201 | Kimi K2.6 medium | Moonshot AI | 0.6 | 0.7 | $1.594 | 1/3 | 25.1s |
| #203 | Inkling low | Thinkingmachines | 0.6 | 0.7 | $0.293 | 1/3 | 2.97s |
| #221 | Qwen3.7 Flash medium | Qwen | 0.7 | 0.7 | $0.076 | 1/3 | 8.30s |
| #223 | Mercury 2 medium | Inception | 0.5 | 0.7 | $0.121 | 1/3 | 949ms |
| #224 | Step 3.7 Flash high | Stepfun | 0.5 | 0.7 | $1.478 | 1/3 | 10.2s |
| #226 | KAT-Coder-Pro V2.5 low | Kwaipilot | 0.6 | 0.7 | $0.568 | 1/3 | 3.11s |
| #228 | Minimax M3.1 Flash high | Minimax | 0.6 | 0.7 | $0.000 | 1/3 | 3.48s |