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) |
|---|---|---|---|---|---|---|---|
| #48 | Qwen3.8 27B high | Qwen | 7.6 | 8.4 | ~$0.287 | 2/3 | 199.9s |
| #153 | Gemini 3.5 Flash minimal | 10.0 | 6.7 | $0.300 | 3/3 | 1.45s | |
| #92 | MiniMax M3 medium | Minimax | 7.9 | 7.5 | $0.300 | 2/3 | 49.9s |
| #8 | Gemini 3.7 Flash medium | 10.0 | 9.4 | $0.309 | 3/3 | 2.33s | |
| #119 | Qwen3.5 Plus 2026-04-20 medium | Qwen | 8.2 | 7.2 | $0.323 | 2/3 | 17.7s |
| #85 | GLM 5 Turbo medium | Z.ai | 8.7 | 7.6 | $0.323 | 2/3 | 5.23s |
| #284 | MiniMax M2.5 medium | Minimax | 5.3 | 4.6 | $0.327 | 1/3 | 11.2s |
| #176 | Mimo V2 PRO medium | Xiaomi | 6.4 | 6.3 | $0.333 | 1/3 | 5.08s |
| #5 | GPT-5.6 Sol low | OpenAI | 8.2 | 9.5 | $0.357 | 2/3 | 3.44s |
| #64 | Inkling medium | Thinkingmachines | 10.0 | 8.0 | $0.383 | 3/3 | 5.18s |
| #198 | Gemini 3 PRO Preview medium | 10.0 | 6.0 | $0.385 | 3/3 | 3.88s | |
| #124 | Step 3.7 Flash low | Stepfun | 5.5 | 7.1 | $0.390 | 1/3 | 1.84s |
| #209 | GPT-5.4 none | OpenAI | 5.6 | 5.8 | $0.397 | 1/3 | 1.44s |
| #50 | Inkling Small high | Thinkingmachines | 4.8 | 8.4 | $0.398 | 0/3 | 14.4s |
| #110 | KAT-Coder-Pro V2.5 low | Kwaipilot | 6.4 | 7.3 | $0.400 | 1/3 | 3.11s |