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) |
|---|---|---|---|---|---|---|---|
| #115 | Claude Opus 4.8 none | Anthropic | 7.7 | 7.3 | $1.166 | 2/3 | 2.74s |
| #117 | KAT-Coder-Pro V2.5 high | Kwaipilot | 8.2 | 7.2 | $0.506 | 2/3 | 3.38s |
| #119 | Qwen3.5 Plus 2026-04-20 medium | Qwen | 8.2 | 7.2 | $0.323 | 2/3 | 17.7s |
| #123 | Muse Glimmer 30B low | Meta | 7.7 | 7.1 | $0.152 | 2/3 | 5.06s |
| #125 | Solar Pro 4 high | Upstage | 8.7 | 7.1 | $0.046 | 2/3 | 55.2s |
| #127 | GPT-5.6 Sol none | OpenAI | 7.7 | 7.0 | $0.201 | 2/3 | 1.49s |
| #129 | GLM 5.1 medium | Z.ai | 8.2 | 7.0 | $0.727 | 2/3 | 31.6s |
| #130 | GPT-5.5 none | OpenAI | 7.7 | 7.0 | $0.544 | 2/3 | 1.29s |
| #132 | Grok 4.20 medium | X AI | 7.7 | 7.0 | $0.805 | 2/3 | 6.22s |
| #133 | Seed-2.0-Mini medium | Bytedance Seed | 8.2 | 7.0 | $0.116 | 2/3 | 31.8s |
| #136 | Claude Fable 5.1 low | Anthropic | 7.7 | 6.9 | $2.565 | 2/3 | 4.78s |
| #138 | Seed-2.0-Code high | Bytedance Seed | 7.8 | 6.9 | $1.273 | 2/3 | 15.9s |
| #140 | Qwen3.6 Flash medium | Qwen | 8.2 | 6.8 | $0.741 | 2/3 | 6.29s |
| #142 | Seed-2.0-Code medium | Bytedance Seed | 8.2 | 6.8 | $1.153 | 2/3 | 34.3s |
| #143 | Solar Pro 4 low | Upstage | 9.0 | 6.8 | $0.044 | 2/3 | 42.1s |