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) |
|---|---|---|---|---|---|---|---|
| #60 | GPT-5.4 medium | OpenAI | 0.8 | 0.9 | $2.213 | 2/3 | 9.14s |
| #14 | GPT-6 Astra low | OpenAI | 1.0 | 1.0 | $2.160 | 3/3 | 2.44s |
| #25 | Claude Opus 5.5 high | Anthropic | 0.9 | 0.9 | $2.133 | 2/3 | 30.8s |
| #236 | Claude Sonnet 4.6 medium | Anthropic | 1.0 | 0.6 | $2.126 | 3/3 | 5.31s |
| #44 | Muse Spark Open xhigh | Meta | 0.8 | 0.9 | $2.081 | 2/3 | 112.5s |
| #366 | Gemini 3.1 Flash Lite high | 0.6 | 0.5 | $2.044 | 1/3 | 50.8s | |
| #68 | Seed 2.1 Turbo medium | Bytedance Seed | 1.0 | 0.9 | $2.042 | 3/3 | 21.0s |
| #54 | Muse Spark 1.2 high | Meta | 0.8 | 0.9 | $2.018 | 2/3 | 10.1s |
| #153 | Grok 4.7 low | X AI | 0.8 | 0.7 | $1.933 | 2/3 | 12.4s |
| #2 | Gemini 3.8 Flash high | 1.0 | 1.0 | $1.927 | 3/3 | 3.44s | |
| #42 | Seed 2.1 Turbo high | Bytedance Seed | 1.0 | 0.9 | $1.892 | 3/3 | 27.3s |
| #39 | Muse Spark 1.3 high | Meta | 0.9 | 0.9 | $1.891 | 2/3 | 38.4s |
| #58 | Pareto 26.9 default | Unbiased | 0.8 | 0.9 | $1.864 | 2/3 | 8.40s |
| #317 | Hy4 preview low | Tencent | 0.5 | 0.5 | $1.844 | 0/3 | 238.0s |
| #23 | GPT-5.5 low | OpenAI | 1.0 | 0.9 | $1.822 | 3/3 | 4.74s |