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) |
|---|---|---|---|---|---|---|---|
| #65 | GPT-5.2 medium | OpenAI | 0.7 | 0.9 | $1.558 | 2/3 | 5.80s |
| #144 | GLM 5.1 medium | Z.ai | 0.8 | 0.8 | $1.546 | 2/3 | 31.6s |
| #41 | Pareto default | Unbiased | 0.8 | 0.9 | $1.520 | 2/3 | 18.2s |
| #72 | Claude Sonnet 5.5 xhigh | Anthropic | 1.0 | 0.9 | $1.516 | 3/3 | 4.88s |
| #184 | Ember-1 low | Fireworks | 1.0 | 0.7 | $1.488 | 3/3 | 3.27s |
| #219 | Step 3.7 Flash high | Stepfun | 0.5 | 0.7 | $1.478 | 1/3 | 10.2s |
| #147 | Seed-2.0-Code high | Bytedance Seed | 0.8 | 0.7 | $1.448 | 2/3 | 15.9s |
| #78 | Claude Sonnet 5 medium | Anthropic | 0.8 | 0.9 | $1.438 | 2/3 | 2.98s |
| #204 | Grok Build 0.1 medium | X AI | 0.8 | 0.7 | $1.419 | 2/3 | 18.3s |
| #146 | Mistral Large 4 high | Mistral | 0.5 | 0.8 | $1.391 | 1/3 | 55.2s |
| #6 | GPT-6.1 Sol xhigh | OpenAI | 1.0 | 1.0 | $1.377 | 3/3 | 4.87s |
| #129 | Grok 4.5 low | X AI | 1.0 | 0.8 | $1.345 | 3/3 | 3.20s |
| #37 | GPT-5.3-Codex medium | OpenAI | 0.9 | 0.9 | $1.318 | 2/3 | 5.05s |
| #119 | Gemini 3.5 Flash medium | 0.8 | 0.8 | $1.316 | 2/3 | 2.38s | |
| #151 | Seed-2.0-Code medium | Bytedance Seed | 0.8 | 0.7 | $1.275 | 2/3 | 34.3s |