Puzzle Solving Ranking
See which AI models perform best on Puzzle Solving, which ones stay reliable, and where the biggest gaps appear. Sort by: Total Cost ↓.
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| Rank | Model | Company | Puzzle Solving Score | Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #226 | KAT-Coder-Pro V2.5 low | Kwaipilot | 0.6 | 0.7 | $0.568 | 1/3 | 3.11s |
| #169 | Qwen3.5 Plus 2026-02-15 medium | Qwen | 1.0 | 0.7 | $0.567 | 3/3 | 32.5s |
| #166 | Qwen3.6 Plus medium | Qwen | 1.0 | 0.7 | $0.554 | 3/3 | 6.34s |
| #205 | GPT-6 Sol none | OpenAI | 0.8 | 0.7 | $0.551 | 2/3 | 1.40s |
| #422 | Grok Build 0.1 none | X AI | 0.6 | 0.3 | $0.547 | 1/3 | 9.55s |
| #215 | GPT 5.3 Chat default | OpenAI | 1.0 | 0.7 | $0.533 | 3/3 | 2.99s |
| #11 | GPT-6.1 Sol medium | OpenAI | 1.0 | 1.0 | $0.530 | 3/3 | 2.99s |
| #9 | Gemini 3.7 Flash high | 1.0 | 1.0 | $0.528 | 3/3 | 2.76s | |
| #159 | Inkling medium | Thinkingmachines | 1.0 | 0.7 | $0.527 | 3/3 | 5.18s |
| #81 | Claude Haiku 5.5 max | Anthropic | 1.0 | 0.8 | $0.509 | 3/3 | 16.5s |
| #247 | Gemini 3.5 Flash minimal | 1.0 | 0.6 | $0.508 | 3/3 | 1.45s | |
| #235 | KAT-Coder-Pro V2.5 high | Kwaipilot | 0.8 | 0.6 | $0.506 | 2/3 | 3.38s |
| #136 | Muse Glimmer 30B high | Meta | 0.6 | 0.8 | $0.506 | 1/3 | 64.8s |
| #323 | Claude Opus 4.7 none | Anthropic | 1.0 | 0.5 | $0.505 | 3/3 | 2.46s |
| #225 | Beam 1.0 501B A23B medium | Reflection | 1.0 | 0.7 | $0.499 | 3/3 | 3.91s |