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) |
|---|---|---|---|---|---|---|---|
| #347 | Inkling Small none | Thinkingmachines | 0.3 | 0.5 | $0.054 | 0/3 | 665ms |
| #328 | Inkling Small low | Thinkingmachines | 0.5 | 0.5 | $0.055 | 1/3 | 1.56s |
| #158 | GLM 5.3 Flash high | Z.ai | 1.0 | 0.7 | $0.056 | 3/3 | 3.04s |
| #407 | Grok 4.20 none | X AI | 0.5 | 0.3 | $0.057 | 1/3 | 473ms |
| #318 | MiMo-V2.6-Flash none | Xiaomi | 0.4 | 0.5 | $0.060 | 0/3 | 739ms |
| #74 | Claude Haiku 5.5 low | Anthropic | 0.8 | 0.9 | $0.061 | 2/3 | 2.76s |
| #170 | Qwen3.7 Flash high | Qwen | 0.7 | 0.7 | $0.063 | 1/3 | 10.8s |
| #135 | Claude Haiku 5.5 medium | Anthropic | 0.8 | 0.8 | $0.063 | 2/3 | 2.67s |
| #408 | Command A+ medium | Cohere | 0.3 | 0.3 | $0.064 | 0/3 | 92.1s |
| #148 | GPT-5.6 Luna medium | OpenAI | 0.8 | 0.7 | $0.065 | 2/3 | 4.04s |
| #348 | Qwen3 Coder Next default | Qwen | 0.3 | 0.5 | $0.067 | 0/3 | 24.3s |
| #202 | Solar Pro 4 xhigh | Upstage | 0.9 | 0.7 | $0.067 | 2/3 | 58.0s |
| #365 | GPT-5.4 Nano none | OpenAI | 0.5 | 0.5 | $0.068 | 1/3 | 1.25s |
| #393 | Grok 4.1 Fast medium | X AI | 0.5 | 0.4 | $0.069 | 1/3 | 7.40s |
| #282 | Gemini 3.1 Flash Lite none | 0.6 | 0.6 | $0.069 | 1/3 | 720ms |