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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: Response Time (avg) ↑.

Models Shown

15

Total Failures

572

Most Affected Model

Mercury 2 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)
#95 Grok 4.1 Fast none X AI 13 4.5 3/18 1.76s
#55 MiMo-V2-Omni none Xiaomi 8 6.5 8/18 1.99s
#89 GPT-4o-mini none OpenAI 13 4.9 4/18 2.00s
#69 Kimi K2.6 none Moonshot AI 8 5.8 7/18 2.05s
#54 Mercury 2 medium Inception 6 6.5 8/18 2.21s
#65 MiMo-V2-Pro none Xiaomi 9 6.0 7/18 2.39s
#61 Seed-2.0-Lite none Bytedance Seed 10 6.2 8/18 2.53s
#49 Qwen3.5 Plus 2026-02-15 none Qwen 9 6.8 9/18 2.60s
#94 MiMo-V2-Flash none Xiaomi 12 4.5 3/18 2.79s
#77 GLM 5 Turbo none Z.ai 10 5.5 6/18 2.94s
#58 GLM 5V Turbo none Z.ai 8 6.2 8/18 3.10s
#4 Claude Opus 4.7 none Anthropic 2 9.2 16/18 3.13s
#22 Gemini 3.1 Flash Lite Preview low Google 4 8.1 13/18 3.22s
#59 Qwen3.5-Flash none Qwen 9 6.2 8/18 3.25s
#74 GLM 4.7 Flash none Z.ai 10 5.6 5/18 3.35s

Top Models by Wrong answer Count

Wrong answer Count vs Score

Top Models by Response Time (avg)