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AI BENCHY Category

Coding Ranking

See which AI models perform best on Coding, which ones stay reliable, and where the biggest gaps appear. Sort by: Tests Correct ↑.

Models Shown

15

Average Coding Score

6.1

Rank Model Company Coding Score Score Tests Correct Response Time (avg)
#16 Qwen3.6 Plus Preview medium Qwen 0.0 8.2 0/0 0ms
#19 Gemini 3 PRO Preview medium Google 3.0 8.1 0/2 0ms
#23 Gemma 4 31B medium Google 3.8 8.0 0/2 110.9s
#32 Step 3.5 Flash none Stepfun 3.0 7.8 0/1 0ms
#33 Qwen3.6 Plus medium Qwen 4.1 7.8 0/2 201.7s
#38 Qwen3.5-122B-A10B medium Qwen 4.1 7.7 0/2 119.6s
#45 Grok Build 0.1 medium X AI 5.3 7.6 0/2 67.4s
#47 Gemma 4 26B A4B medium Google 2.9 7.5 0/2 258.4s
#51 GLM 5.1 medium Z.ai 4.7 7.4 0/2 145.6s
#56 Qwen3.5-Flash medium Qwen 4.1 7.4 0/2 54.2s
#58 Step 3.5 Flash medium Stepfun 3.0 7.4 0/1 62.8s
#59 Qwen3.6 Flash medium Qwen 5.1 7.4 0/2 51.9s
#66 Qwen3.6 Max Preview none Qwen 4.2 7.1 0/2 3.06s
#67 MiMo-V2-Flash medium Xiaomi 4.1 7.1 0/2 7.20s
#71 DeepSeek V3.2 medium DeepSeek 3.9 7.0 0/2 185.0s

Top Models by Coding Score

Coding Score vs Total Cost

Top Models by Response Time (avg)