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) |
|---|---|---|---|---|---|---|---|
| #198 | Inkling low | Thinkingmachines | 0.6 | 0.7 | $0.293 | 1/3 | 2.97s |
| #216 | Qwen3.7 Flash medium | Qwen | 0.7 | 0.7 | $0.076 | 1/3 | 8.30s |
| #218 | Mercury 2 medium | Inception | 0.5 | 0.7 | $0.121 | 1/3 | 949ms |
| #219 | Step 3.7 Flash high | Stepfun | 0.5 | 0.7 | $1.478 | 1/3 | 10.2s |
| #221 | KAT-Coder-Pro V2.5 low | Kwaipilot | 0.6 | 0.7 | $0.568 | 1/3 | 3.11s |
| #226 | Beam 1.0 501B A23B xhigh | Reflection | 0.6 | 0.6 | $0.688 | 1/3 | 4.46s |
| #230 | Grok 4.3 medium | X AI | 0.6 | 0.6 | $0.989 | 1/3 | 22.5s |
| #231 | Laguna XS 2.1 medium | Poolside | 0.5 | 0.6 | $0.083 | 1/3 | 3.43s |
| #237 | Kimi K2.5 medium | Moonshot AI | 0.5 | 0.6 | $0.841 | 1/3 | 43.2s |
| #238 | Beam 1.0 501B A23B low | Reflection | 0.6 | 0.6 | $0.432 | 1/3 | 3.42s |
| #241 | MiMo-V2.5-Pro medium | Xiaomi | 0.7 | 0.6 | $0.332 | 1/3 | 5.31s |
| #242 | Dots 3 Note Preview high | Dots Studio | 0.6 | 0.6 | $0.000 | 1/3 | 12.7s |
| #243 | Dots 3 Note Preview low | Dots Studio | 0.5 | 0.6 | $0.000 | 1/3 | 8.52s |
| #246 | Qwen3.6 27B none | Qwen | 0.5 | 0.6 | $0.148 | 1/3 | 5.15s |
| #255 | DeepSeek V3.2 medium | DeepSeek | 0.7 | 0.6 | $0.152 | 1/3 | 37.7s |