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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: Response Time (avg) ↑.

Models Shown

15

Total Failures

215

Most Affected Model

Mistral Small 4 1
Rank Model Company Did not follow instructions Count Score Tests Correct Response Time (avg)
#142 Mistral Small 4 none Mistral 1 4.9 5/21 630ms
#155 Mercury 2 none Inception 1 4.5 4/21 653ms
#163 Granite 4.1 8B none IBM Granite 4 4.0 2/21 728ms
#162 Nemotron 3 Nano Omni 30b A3b Reasoning none NVIDIA 2 4.1 2/19 728ms
#160 LFM2-24B-A2B none Liquid 1 4.2 2/16 782ms
#146 Laguna Xs.2 none Poolside 1 4.8 5/19 806ms
#90 Gemini 3.1 Flash Lite none Google 1 6.4 9/21 1.06s
#144 GPT-5.4 Mini none OpenAI 3 4.9 5/21 1.13s
#106 Grok 4.20 Beta none X AI 1 5.8 6/18 1.19s
#58 Gemini 3.1 Flash Lite Preview none Google 2 7.2 12/21 1.21s
#137 Elephant Alpha none Openrouter 3 5.1 5/21 1.22s
#136 Elephant Alpha medium Openrouter 2 5.1 6/21 1.27s
#87 Gemini 3.1 Flash Lite minimal Google 3 6.4 10/21 1.33s
#125 GPT-5.4 none OpenAI 1 5.5 7/21 1.42s
#148 GPT-5.4 Nano none OpenAI 2 4.7 4/21 1.48s

Top Models by Did not follow instructions Count

Did not follow instructions Count vs Score

Top Models by Response Time (avg)