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AI BENCHY Failures

Wrong answer Failures

See which AI models run into Wrong answer most often, so you can spot reliability risks before choosing one.

Models Shown

15

Total Failures

572

Most Affected Model

GPT-4o-mini 13

Categories

In category Domain specific182 In category Anti-AI Tricks165 In category Puzzle Solving85 In category Instructions following44 In category Combined37 In category Coding28 In category Data parsing and extraction19 In category General Intelligence10 In category Tool Calling2
Rank Model Company Wrong answer Count Score Tests Correct Response Time (avg)
#36 GPT-5.3 Chat none OpenAI 5 7.7 11/18 5.88s
#48 Gemma 4 31B none Google 5 6.9 10/18 4.02s
#71 MiniMax M2.5 medium Minimax 5 5.7 5/18 39.6s
#80 MiniMax M2.7 medium Minimax 5 5.3 4/18 31.1s
#15 Gemini 2.5 Flash medium Google 4 8.2 13/18 12.1s
#17 Gemini 3.1 Flash Lite Preview medium Google 4 8.2 13/18 3.74s
#22 Gemini 3.1 Flash Lite Preview low Google 4 8.1 13/18 3.22s
#29 Gemini 3.1 Flash Lite Preview none Google 4 7.9 12/18 1.30s
#38 GPT-5.4 Nano medium OpenAI 4 7.6 11/18 11.2s
#44 GPT-5.4 Mini medium OpenAI 4 7.3 9/18 15.2s
#45 GPT-5 Mini medium OpenAI 4 7.0 9/18 24.0s
#46 Kimi K2.5 medium Moonshot AI 4 7.0 9/18 72.4s
#50 Hunter Alpha medium OpenRouter 4 6.7 8/18 10.3s
#5 Gemini 3 Flash Preview low Google 3 8.8 15/18 6.01s
#6 Seed-2.0-Lite medium Bytedance Seed 3 8.6 13/18 30.4s

Top Models by Wrong answer Count

Wrong answer Count vs Score

Top Models by Response Time (avg)