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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)
#39 Seed-2.0-Mini medium Bytedance Seed 10.0 7.5 2/2 17.5s
#40 GPT-5.2 medium OpenAI 9.9 7.5 2/2 3.12s
#41 MiMo-V2-Flash medium Xiaomi 10.0 7.5 2/2 4.28s
#43 Qwen3.5-35B-A3B medium Qwen 10.0 7.4 2/2 24.4s
#46 Kimi K2.5 medium Moonshot AI 10.0 7.0 2/2 92.5s
#49 Qwen3.5 Plus 2026-02-15 none Qwen 10.0 6.8 2/2 1.67s
#50 Hunter Alpha medium OpenRouter 9.9 6.7 2/2 4.18s
#53 GLM 5 none Z.ai 10.0 6.6 2/2 1.48s
#54 Mercury 2 medium Inception 10.0 6.5 2/2 1.07s
#61 Seed-2.0-Lite none Bytedance Seed 10.0 6.2 2/2 1.06s
#64 DeepSeek V3.2 none DeepSeek 10.0 6.1 2/2 1.52s
#68 gpt-oss-120b medium OpenAI 9.9 5.8 2/2 7.63s
#81 Elephant medium Openrouter 9.8 5.2 2/2 987ms
#85 Elephant none Openrouter 9.8 5.2 2/2 1.03s
#11 Gemini 3.1 Flash Lite Preview high Google 7.9 8.4 1/2 70.1s

Top Models by Instructions following Score

Instructions following Score vs Total Cost

Top Models by Response Time (avg)