Puzzle Solving Ranking
See which AI models perform best on Puzzle Solving, which ones stay reliable, and where the biggest gaps appear.
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| Rank | Model | Company | Puzzle Solving Score | Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #245 | Gemini 3.1 Flash Lite Preview high | 7.7 | 5.3 | $2.310 | 2/3 | 46.7s | |
| #269 | Ring-2.6-1T none | Inclusionai | 7.7 | 4.8 | $0.026 | 2/3 | 31.5s |
| #286 | Grok 4.20 Beta none | X AI | 7.7 | 4.4 | $0.087 | 2/3 | 586ms |
| #48 | Qwen3.8 27B high | Qwen | 7.6 | 8.4 | ~$0.287 | 2/3 | 199.9s |
| #52 | Claude Fable 5.1 medium | Anthropic | 7.6 | 8.3 | $2.909 | 2/3 | 5.70s |
| #86 | GPT-5.6 Luna high | OpenAI | 7.6 | 7.6 | $0.179 | 2/3 | 14.6s |
| #112 | Gemini 3.1 Flash Lite medium | 7.6 | 7.3 | $0.120 | 2/3 | 1.95s | |
| #157 | Gemini 3.5 Flash Lite low | 7.6 | 6.6 | $0.138 | 2/3 | 1.19s | |
| #180 | GPT-5.6 Luna low | OpenAI | 7.6 | 6.2 | $0.051 | 2/3 | 3.59s |
| #262 | DeepSeek V3.2 none | DeepSeek | 7.6 | 5.0 | $0.054 | 2/3 | 6.91s |
| #47 | GPT-5.2 medium | OpenAI | 7.5 | 8.4 | $1.182 | 2/3 | 5.80s |
| #120 | Qwen3.7 Flash low | Qwen | 7.3 | 7.2 | $0.043 | 1/3 | 9.79s |
| #79 | Qwen3.7 Flash high | Qwen | 7.1 | 7.8 | $0.052 | 1/3 | 10.8s |
| #137 | Qwen3.7 Flash medium | Qwen | 7.1 | 6.9 | $0.065 | 1/3 | 8.30s |
| #128 | DeepSeek V3.2 medium | DeepSeek | 7.0 | 7.0 | $0.078 | 1/3 | 37.7s |