Puzzle Solving Ranking
See which AI models perform best on Puzzle Solving, which ones stay reliable, and where the biggest gaps appear. Sort by: Response Time (avg) ↑.
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| Rank | Model | Company | Puzzle Solving Score | Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #251 | LongCat 2.0 none | Meituan | 0.4 | 0.6 | $0.104 | 0/3 | 2.74s |
| #200 | Claude Opus 4.8 none | Anthropic | 0.8 | 0.7 | $2.334 | 2/3 | 2.74s |
| #270 | DeepSeek V4 Flash 0731 none | DeepSeek | 0.3 | 0.6 | $0.053 | 0/3 | 2.74s |
| #75 | Claude Haiku 5.5 low | Anthropic | 0.8 | 0.9 | $0.061 | 2/3 | 2.76s |
| #9 | Gemini 3.7 Flash high | 1.0 | 1.0 | $0.528 | 3/3 | 2.76s | |
| #287 | Seed-2.0-Lite none | Bytedance Seed | 0.5 | 0.6 | $0.114 | 1/3 | 2.78s |
| #19 | GPT-6 Sol medium | OpenAI | 1.0 | 0.9 | $0.703 | 3/3 | 2.79s |
| #275 | Trinity Large Thinking medium | Arcee AI | 0.5 | 0.6 | $0.862 | 0/3 | 2.90s |
| #203 | Inkling low | Thinkingmachines | 0.6 | 0.7 | $0.293 | 1/3 | 2.97s |
| #79 | Claude Sonnet 5 medium | Anthropic | 0.8 | 0.9 | $1.438 | 2/3 | 2.98s |
| #20 | GPT-5.6 Sol medium | OpenAI | 0.8 | 0.9 | $1.700 | 2/3 | 2.98s |
| #11 | GPT-6.1 Sol medium | OpenAI | 1.0 | 1.0 | $0.530 | 3/3 | 2.99s |
| #215 | GPT 5.3 Chat default | OpenAI | 1.0 | 0.7 | $0.533 | 3/3 | 2.99s |
| #172 | Claude Opus 4.8 low | Anthropic | 1.0 | 0.7 | $3.787 | 3/3 | 3.01s |
| #281 | KAT-Coder-Pro V2.5 default | Kwaipilot | 0.8 | 0.6 | $0.742 | 2/3 | 3.03s |