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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: Response Time (avg) ↑.

Models Shown

15

Average Instructions following Score

8.0

Rank Model Company Instructions following Score Score Tests Correct Response Time (avg)
#56 Grok 4.20 Multi Agent Beta medium X AI 8.3 6.4 1/2 4.63s
#71 MiniMax M2.5 medium Minimax 8.1 5.7 1/2 4.64s
#35 MiMo-V2-Omni medium Xiaomi 8.3 7.7 1/2 4.92s
#25 Grok 4.20 Beta medium X AI 8.3 8.0 1/2 4.97s
#30 Step 3.5 Flash medium Stepfun 8.5 7.9 1/2 4.98s
#84 gpt-oss-120b none OpenAI 8.4 5.2 1/2 5.10s
#52 Grok 4.1 Fast medium X AI 6.6 6.7 1/2 5.30s
#18 GLM 5 Turbo medium Z.ai 10.0 8.1 2/2 5.38s
#28 GPT-5.2 Chat none OpenAI 7.5 7.9 1/2 5.46s
#1 Gemini 3 Flash Preview medium Google 10.0 10.0 2/2 6.10s
#5 Gemini 3 Flash Preview low Google 9.9 8.8 2/2 7.02s
#13 GLM 5 medium Z.ai 10.0 8.4 2/2 7.25s
#6 Seed-2.0-Lite medium Bytedance Seed 10.0 8.6 2/2 7.26s
#92 Qwen3 Coder Next medium Qwen 4.8 4.7 0/2 7.34s
#33 GLM 5.1 medium Z.ai 6.4 7.8 1/2 7.47s

Top Models by Instructions following Score

Instructions following Score vs Total Cost

Top Models by Response Time (avg)