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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

15

Average Instructions following Score

8.0

Rank Model Company Instructions following Score Score Tests Correct Response Time (avg)
#77 GLM 5 Turbo none Z.ai 6.5 5.5 1/2 2.13s
#83 Mistral Small 4 none Mistral 6.5 5.2 1/2 380ms
#84 gpt-oss-120b none OpenAI 8.4 5.2 1/2 5.10s
#86 GPT-5.4 Mini none OpenAI 6.3 5.1 1/2 728ms
#90 Qwen3.5-9B none Qwen 6.5 4.8 1/2 514ms
#91 Mercury 2 none Inception 6.5 4.8 1/2 551ms
#93 GLM 4.7 Flash medium Z.ai 6.2 4.6 1/2 2.97s
#94 MiMo-V2-Flash none Xiaomi 6.5 4.5 1/2 857ms
#97 Qwen3.5-9B medium Qwen 6.4 4.4 1/2 17.1s
#1 Gemini 3 Flash Preview medium Google 10.0 10.0 2/2 6.10s
#2 Gemini 3.1 Pro Preview medium Google 10.0 9.6 2/2 9.56s
#3 Claude Opus 4.7 medium Anthropic 10.0 9.2 2/2 1.57s
#4 Claude Opus 4.7 none Anthropic 10.0 9.2 2/2 1.46s
#5 Gemini 3 Flash Preview low Google 9.9 8.8 2/2 7.02s
#6 Seed-2.0-Lite medium Bytedance Seed 10.0 8.6 2/2 7.26s

Top Models by Instructions following Score

Instructions following Score vs Total Cost

Top Models by Response Time (avg)