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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

15

Average Coding Score

6.1

Rank Model Company Coding Score Score Tests Correct Response Time (avg)
#132 Qwen3 Coder Next none Qwen 5.4 5.1 0/2 2.01s
#134 Nemotron 3 Super none NVIDIA 3.4 5.0 0/2 3.02s
#135 Mistral Small 4 none Mistral 4.0 5.0 0/2 1.03s
#138 GPT-4o-mini none OpenAI 3.2 4.9 0/2 2.05s
#140 Trinity Large Preview none Arcee AI 4.9 4.8 0/1 14.3s
#141 Qwen3 Coder Next medium Qwen 4.1 4.7 0/2 1.17s
#142 Qwen3.5-9B none Qwen 4.4 4.6 0/2 5.39s
#143 Mercury 2 none Inception 3.5 4.6 0/2 831ms
#144 Hy3 preview none Tencent 2.3 4.6 0/1 4.56s
#146 Ling-2.6-1T none Inclusionai 5.5 4.5 0/1 10.6s
#147 GPT-5.4 Nano none OpenAI 5.4 4.5 0/2 1.09s
#148 GLM 4.7 Flash medium Z.ai 3.4 4.5 0/2 55.3s
#149 MiMo-V2-Flash none Xiaomi 4.9 4.4 0/2 2.04s
#150 Grok 4.1 Fast none X AI 5.3 4.4 0/1 1.79s
#151 Qwen3.5-9B medium Qwen 2.8 4.2 0/2 135.6s

Top Models by Coding Score

Coding Score vs Total Cost

Top Models by Response Time (avg)