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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: Score ↑.

Models Shown

15

Average Instructions following Score

8.0

Rank Model Company Instructions following Score Score Tests Correct Response Time (avg)
#98 LFM2-24B-A2B none Liquid 4.8 4.1 0/2 1.09s
#97 Qwen3.5-9B medium Qwen 6.4 4.4 1/2 17.1s
#96 GPT-5.4 Nano none OpenAI 5.0 4.5 0/2 787ms
#95 Grok 4.1 Fast none X AI 3.0 4.5 0/2 923ms
#94 MiMo-V2-Flash none Xiaomi 6.5 4.5 1/2 857ms
#93 GLM 4.7 Flash medium Z.ai 6.2 4.6 1/2 2.97s
#92 Qwen3 Coder Next medium Qwen 4.8 4.7 0/2 7.34s
#91 Mercury 2 none Inception 6.5 4.8 1/2 551ms
#90 Qwen3.5-9B none Qwen 6.5 4.8 1/2 514ms
#89 GPT-4o-mini none OpenAI 4.8 4.9 0/2 1.27s
#88 Nemotron 3 Super none NVIDIA 4.9 5.1 0/2 1.50s
#87 Qwen3 Coder Next none Qwen 4.8 5.1 0/2 7.71s
#86 GPT-5.4 Mini none OpenAI 6.3 5.1 1/2 728ms
#85 Elephant none Openrouter 9.8 5.2 2/2 1.03s
#84 gpt-oss-120b none OpenAI 8.4 5.2 1/2 5.10s

Top Models by Instructions following Score

Instructions following Score vs Total Cost

Top Models by Response Time (avg)