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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: Response Time (avg) ↑.

Models Shown

1

Average Coding Score

6.1

Best Model

Qwen3.6 Plus Preview 0.0

Failure Reasons

With failure reason Wrong answer120 With failure reason No answer18 With failure reason Did not follow instructions16 With failure reason Timed out12 With failure reason Extra formatting7 With failure reason API error6
Rank Model Company Coding Score Score Tests Correct Response Time (avg)
#47 Gemma 4 26B A4B medium Google 2.9 7.5 0/2 258.4s

Top Models by Coding Score

Coding Score vs Total Cost

Top Models by Response Time (avg)