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) |
|---|---|---|---|---|---|---|---|
| #91 | Claude Haiku 5.5 high | Anthropic | 0.6 | 0.8 | $0.088 | 1/3 | 3.28s |
| #52 | GLM 5.3 Flash max | Z.ai | 0.9 | 0.9 | $0.089 | 2/3 | 5.61s |
| #142 | Qwen3.8 27B low | Qwen | 0.8 | 0.8 | ~$0.089 | 2/3 | 4.91s |
| #205 | Qwen3.5-Flash none | Qwen | 0.3 | 0.7 | $0.089 | 0/3 | 10.9s |
| #263 | Gemini 3.1 Flash Lite Preview none | 1.0 | 0.6 | $0.090 | 3/3 | 900ms | |
| #340 | Laguna S 2.1 medium | Poolside | 0.3 | 0.5 | $0.092 | 0/3 | 2.62s |
| #235 | Solar Pro 4 medium | Upstage | 0.9 | 0.6 | $0.098 | 2/3 | 45.8s |
| #206 | Solar Pro 4 low | Upstage | 0.9 | 0.7 | $0.101 | 2/3 | 42.1s |
| #157 | Gemma 4 26B A4B medium | 1.0 | 0.7 | $0.101 | 3/3 | 5.79s | |
| #291 | Ring 2.6 1t medium | Inclusionai | 0.6 | 0.6 | $0.102 | 1/3 | 20.7s |
| #244 | LongCat 2.0 none | Meituan | 0.4 | 0.6 | $0.104 | 0/3 | 2.74s |
| #327 | Qwen3.6 35B A3B none | Qwen | 0.3 | 0.5 | $0.105 | 0/3 | 1.07s |
| #319 | Step 3.5 Flash medium | Stepfun | 0.5 | 0.5 | $0.105 | 1/3 | 7.22s |
| #435 | Gemini 3 Flash Preview high | 0.0 | 0.2 | $0.105 | 0/0 | 0ms | |
| #390 | Qwen3.5-9B medium | Qwen | 0.3 | 0.4 | $0.106 | 0/3 | 32.3s |