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) |
|---|---|---|---|---|---|---|---|
| #155 | LongCat 2.0 high | Meituan | 3.1 | 6.7 | $0.492 | 0/3 | 9.18s |
| #68 | Step 3.7 Flash medium | Stepfun | 5.7 | 7.9 | $0.495 | 1/3 | 6.19s |
| #104 | LongCat 2.0 medium | Meituan | 5.4 | 7.4 | $0.499 | 1/3 | 8.84s |
| #156 | Claude Opus 4.7 none | Anthropic | 10.0 | 6.6 | $0.505 | 3/3 | 2.46s |
| #117 | KAT-Coder-Pro V2.5 high | Kwaipilot | 8.2 | 7.2 | $0.506 | 2/3 | 3.38s |
| #9 | GPT-5.6 Sol medium | OpenAI | 8.2 | 9.4 | $0.508 | 2/3 | 2.98s |
| #58 | Muse Glimmer 30B xhigh | Meta | 7.8 | 8.1 | $0.510 | 2/3 | 199.7s |
| #74 | GPT-5.6 Terra medium | OpenAI | 8.4 | 7.8 | $0.523 | 2/3 | 3.78s |
| #93 | GPT 5.3 Chat none | OpenAI | 10.0 | 7.5 | $0.533 | 3/3 | 2.99s |
| #30 | Gemini 3.5 Flash Lite high | 10.0 | 8.8 | $0.540 | 3/3 | 2.09s | |
| #130 | GPT-5.5 none | OpenAI | 7.7 | 7.0 | $0.544 | 2/3 | 1.29s |
| #300 | Grok Build 0.1 none | X AI | 6.4 | 4.0 | $0.547 | 1/3 | 9.55s |
| #181 | Claude Sonnet 5 none | Anthropic | 6.0 | 6.1 | $0.548 | 1/3 | 3.22s |
| #88 | Nemotron 3 Ultra medium | NVIDIA | 5.5 | 7.6 | $0.567 | 1/3 | 3.54s |
| #272 | Trinity Large Thinking high | Arcee AI | 4.7 | 4.8 | $0.592 | 0/3 | 3.84s |