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Instructions following Ranking

See which AI models perform best on Instructions following, which ones stay reliable, and where the biggest gaps appear. Sort by: Tests Correct ↑.

Models Shown

1

Average Instructions following Score

8.5

Best Model

Qwen3.7 Flash 5.8

Failure Reasons

With failure reason Wrong answer82 With failure reason Did not follow instructions48 With failure reason Extra formatting7 With failure reason Timed out5 With failure reason API error2 With failure reason No answer2
316/316
Rank Model Company Instructions following Score Score Total Cost Tests Correct Response Time (avg)

Top Models by Instructions following Score

Instructions following Score vs Total Cost

Top Models by Response Time (avg)