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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: Metric ↑.

Models Shown

15

Average Instructions following Score

8.5

Rank Model Company Instructions following Score Score Tests Correct Response Time (avg)
#71 Step 3.7 Flash high Stepfun 9.8 7.0 2/2 1.52s
#74 Qwen3.6 Max Preview none Qwen 9.8 6.9 2/2 1.40s
#75 Ring-2.6-1T medium Inclusionai 9.8 6.9 2/2 11.8s
#84 Grok 4.20 Multi Agent Beta medium X AI 9.8 6.6 2/2 3.52s
#94 GPT-5 Nano medium OpenAI 9.8 6.3 2/2 15.6s
#96 Ring-2.6-1T none Inclusionai 9.8 6.2 2/2 27.4s
#100 Grok Build 0.1 none X AI 9.8 6.0 2/2 7.36s
#112 GLM 5.1 none Z.ai 9.8 5.7 2/2 1.98s
#126 gpt-oss-120b none OpenAI 9.8 5.4 2/2 5.06s
#20 Gemini 3.5 Flash none Google 9.8 8.1 2/2 3.38s
#38 Grok 4.3 medium X AI 9.8 7.6 2/2 18.6s
#47 Grok Build 0.1 medium X AI 9.8 7.4 2/2 12.4s
#67 MiniMax M3 medium Minimax 9.8 7.1 2/2 6.14s
#70 GPT-5.4 Nano medium OpenAI 9.8 7.0 2/2 1.88s
#119 Cobuddy medium Baidu 9.8 5.6 2/2 11.6s

Top Models by Instructions following Score

Instructions following Score vs Total Cost

Top Models by Response Time (avg)