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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

14

Average Coding Score

7.2

Rank Model Company Coding Score Score Tests Correct Response Time (avg)
#45 Gemma 4 31B none Google 10.0 6.9 1/1 26.1s
#51 Mercury 2 medium Inception 10.0 6.5 1/1 1.53s
#53 Grok 4.20 Multi Agent Beta medium X AI 10.0 6.4 1/1 27.1s
#55 GLM 5V Turbo none Z.ai 10.0 6.2 1/1 5.30s
#56 Qwen3.5-Flash none Qwen 10.0 6.2 1/1 1.29s
#58 Seed-2.0-Lite none Bytedance Seed 10.0 6.2 1/1 4.61s
#59 Gemini 2.5 Flash none Google 10.0 6.2 1/1 1.16s
#60 Qwen3.5-35B-A3B none Qwen 10.0 6.1 1/1 2.67s
#62 MiMo-V2-Pro none Xiaomi 10.0 6.0 1/1 3.82s
#63 GPT-5.4 none OpenAI 10.0 5.9 1/1 2.95s
#64 Qwen3.5-27B none Qwen 10.0 5.9 1/1 2.51s
#72 Kimi K2.5 none Moonshot AI 10.0 5.5 1/1 38.8s
#76 MiniMax M2.7 medium Minimax 10.0 5.3 1/1 91.3s
#80 GPT-5.4 Mini none OpenAI 10.0 5.1 1/1 1.19s

Top Models by Coding Score

Coding Score vs Total Cost

Top Models by Response Time (avg)