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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

1

Average Coding Score

6.1

Best Model

Gemini 3.5 Flash 10.0

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)
#153 Granite 4.1 8B none IBM Granite 5.2 4.1 0/2 706ms

Top Models by Coding Score

Coding Score vs Total Cost

Top Models by Response Time (avg)