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AI BENCHY Category Failures

Coding: Wrong answer

Coding
Wrong answer

See which AI models are most likely to hit Wrong answer on Coding, so you can spot weak points faster. Sort by: Tests Correct ↓.

Models Shown

9

Total Failures

120

Most Affected Model

Gemini 3 Flash Preview 1
Rank Model Company Wrong answer Count Category Score Tests Correct Response Time (avg)
#141 Qwen3 Coder Next medium Qwen 1 4.1 0/2 1.17s
#142 Qwen3.5-9B none Qwen 2 4.4 0/2 5.39s
#143 Mercury 2 none Inception 2 3.5 0/2 831ms
#144 Hy3 preview none Tencent 1 2.3 0/1 4.56s
#146 Ling-2.6-1T none Inclusionai 1 5.5 0/1 10.6s
#147 GPT-5.4 Nano none OpenAI 2 5.4 0/2 1.09s
#149 MiMo-V2-Flash none Xiaomi 1 4.9 0/2 2.04s
#150 Grok 4.1 Fast none X AI 1 5.3 0/1 1.79s
#153 Granite 4.1 8B none IBM Granite 1 5.2 0/2 706ms

Top Models by Wrong answer Count

Wrong answer Count vs Score

Top Models by Response Time (avg)

Top Models by Estimated Wasted Cost