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Coding Ranking

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

Models Shown

15

Average Coding Score

7.2

Rank Model Company Coding Score Score Tests Correct Response Time (avg)
#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
#81 Qwen3 Coder Next none Qwen 7.3 5.1 0/1 3.14s
#90 GPT-5.4 Nano none OpenAI 7.1 4.5 0/1 1.43s

Top Models by Coding Score

Coding Score vs Total Cost

Top Models by Response Time (avg)