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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. Sort by: Tests Correct ↑.

Models Shown

15

Total Failures

572

Most Affected Model

LFM2-24B-A2B 9

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)
#6 Seed-2.0-Lite medium Bytedance Seed 3 8.6 13/18 30.4s
#7 GPT-5.3-Codex medium OpenAI 3 8.6 13/18 15.4s
#10 Qwen3.5-27B medium Qwen 1 8.4 13/18 53.0s
#13 GLM 5 medium Z.ai 2 8.4 13/18 23.3s
#14 Gemma 4 31B medium Google 1 8.3 13/18 24.9s
#15 Gemini 2.5 Flash medium Google 4 8.2 13/18 12.1s
#16 GPT-5.4 medium OpenAI 3 8.2 13/18 18.6s
#17 Gemini 3.1 Flash Lite Preview medium Google 4 8.2 13/18 3.74s
#19 Qwen3.5-122B-A10B medium Qwen 3 8.1 13/18 31.4s
#20 Qwen3.6 Plus medium Qwen 3 8.1 13/18 15.3s
#21 Gemini 3 Flash Preview none Google 5 8.1 13/18 1.65s
#22 Gemini 3.1 Flash Lite Preview low Google 4 8.1 13/18 3.22s
#24 Gemma 4 26B A4B medium Google 2 8.0 13/18 25.0s
#26 Claude Sonnet 4.6 medium Anthropic 2 8.0 13/18 12.7s
#11 Gemini 3.1 Flash Lite Preview high Google 3 8.4 12/16 68.8s

Top Models by Wrong answer Count

Wrong answer Count vs Score

Top Models by Response Time (avg)