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Puzzle Solving Ranking

See which AI models perform best on Puzzle Solving, which ones stay reliable, and where the biggest gaps appear.

Models Shown

15

Average Puzzle Solving Score

6.4

Rank Model Company Puzzle Solving Score Score Tests Correct Response Time (avg)
#70 Qwen3.5-122B-A10B none Qwen 5.4 5.7 1/3 982ms
#86 GPT-5.4 Mini none OpenAI 5.4 5.1 1/3 860ms
#78 Trinity Large Preview none Arcee AI 5.4 5.3 1/3 3.30s
#46 Kimi K2.5 medium Moonshot AI 5.3 7.0 1/3 45.4s
#30 Step 3.5 Flash medium Stepfun 5.3 7.9 1/3 7.72s
#58 GLM 5V Turbo none Z.ai 5.3 6.2 1/3 2.22s
#52 Grok 4.1 Fast medium X AI 5.3 6.7 1/3 8.08s
#57 GPT-5 Nano medium OpenAI 5.3 6.3 1/3 19.8s
#71 MiniMax M2.5 medium Minimax 5.3 5.7 1/3 11.5s
#82 Grok 4.20 none X AI 5.3 5.2 1/3 487ms
#61 Seed-2.0-Lite none Bytedance Seed 5.2 6.2 1/3 2.46s
#34 Kimi K2.6 medium Moonshot AI 5.0 7.7 0/3 25.6s
#84 gpt-oss-120b none OpenAI 4.5 5.2 0/3 6.86s
#98 LFM2-24B-A2B none Liquid 4.4 4.1 0/3 1.69s
#74 GLM 4.7 Flash none Z.ai 4.4 5.6 0/3 1.00s

Top Models by Puzzle Solving Score

Puzzle Solving Score vs Total Cost

Top Models by Response Time (avg)