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AI BENCHY Failures

Did not follow instructions Failures

See which AI models run into Did not follow instructions most often, so you can spot reliability risks before choosing one. Sort by: Failure Count ↑.

Models Shown

15

Total Failures

215

Most Affected Model

Gemini 3.5 Flash 1
Rank Model Company Did not follow instructions Count Score Tests Correct Response Time (avg)
#147 GPT-4o-mini none OpenAI 1 4.8 5/21 1.77s
#149 Nemotron 3 Nano Omni 30b A3b Reasoning medium NVIDIA 1 4.6 4/19 17.1s
#155 Mercury 2 none Inception 1 4.5 4/21 653ms
#160 LFM2-24B-A2B none Liquid 1 4.2 2/16 782ms
#161 Qwen3.5-9B medium Qwen 1 4.2 3/21 82.2s
#15 GPT-5.3-Codex medium OpenAI 2 8.4 15/21 16.2s
#19 Seed-2.0-Lite medium Bytedance Seed 2 8.2 14/21 47.1s
#21 GPT-5.4 medium OpenAI 2 8.0 14/21 22.3s
#30 Qwen3.5-27B medium Qwen 2 7.8 13/21 68.4s
#31 DeepSeek V4 Flash high DeepSeek 2 7.7 13/21 45.8s
#38 Grok 4.3 medium X AI 2 7.6 13/21 47.5s
#43 MiMo-V2.5-Pro medium Xiaomi 2 7.5 12/21 26.1s
#58 Gemini 3.1 Flash Lite Preview none Google 2 7.2 12/21 1.21s
#60 Kimi K2.6 medium Moonshot AI 2 7.2 12/21 71.7s
#63 GPT-5.3 Chat none OpenAI 2 7.2 12/21 6.34s

Top Models by Did not follow instructions Count

Did not follow instructions Count vs Score

Top Models by Response Time (avg)