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AI BENCHY Category

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) ↑.

Models Shown

15

Average Puzzle Solving Score

6.4

Best Model

Grok 4.20 5.3
Rank Model Company Puzzle Solving Score Score Tests Correct Response Time (avg)
#82 Grok 4.20 none X AI 5.3 5.2 1/3 487ms
#91 Mercury 2 none Inception 3.1 4.8 0/3 533ms
#79 Grok 4.20 Beta none X AI 5.9 5.3 1/3 541ms
#62 Gemini 2.5 Flash none Google 5.7 6.2 1/3 576ms
#83 Mistral Small 4 none Mistral 3.1 5.2 0/3 589ms
#90 Qwen3.5-9B none Qwen 3.2 4.8 0/3 683ms
#60 Gemma 4 26B A4B none Google 5.7 6.2 1/3 739ms
#85 Elephant none Openrouter 3.3 5.2 0/3 849ms
#86 GPT-5.4 Mini none OpenAI 5.4 5.1 1/3 860ms
#81 Elephant medium Openrouter 3.7 5.2 0/3 867ms
#54 Mercury 2 medium Inception 3.9 6.5 0/3 934ms
#29 Gemini 3.1 Flash Lite Preview none Google 10.0 7.9 3/3 972ms
#70 Qwen3.5-122B-A10B none Qwen 5.4 5.7 1/3 982ms
#74 GLM 4.7 Flash none Z.ai 4.4 5.6 0/3 1.00s
#21 Gemini 3 Flash Preview none Google 7.7 8.1 2/3 1.06s

Top Models by Puzzle Solving Score

Puzzle Solving Score vs Total Cost

Top Models by Response Time (avg)