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 ↑.
Failure Reasons
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| Rank | Model | Company | Wrong answer Count | Category Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #107 | Seed-2.0-Lite none | Bytedance Seed | 2 | 5.6 | $0.019 | 1/3 | 2.83s |
| #108 | GPT-5.6 Luna low | OpenAI | 2 | 5.5 | $0.141 | 1/3 | 4.61s |
| #109 | Gemini 2.5 Flash none | 2 | 5.5 | $0.016 | 1/3 | 736ms | |
| #110 | Gemini 3.1 Flash Lite minimal | 2 | 5.5 | $0.013 | 1/3 | 831ms | |
| #112 | Gemini 3.1 Flash Lite none | 2 | 5.5 | $0.013 | 1/3 | 938ms | |
| #113 | Qwen3.5-Flash none | Qwen | 2 | 5.5 | $0.005 | 1/3 | 850ms |
| #114 | Gemma 4 31B none | 2 | 5.5 | $0.004 | 1/3 | 11.2s | |
| #115 | Nemotron 3 Ultra 550b A55b none | NVIDIA | 2 | 5.5 | $0.027 | 1/3 | 1.02s |
| #117 | GPT-5.6 Terra none | OpenAI | 2 | 5.5 | $0.130 | 1/3 | 1.00s |
| #119 | Qwen3.6 Flash none | Qwen | 2 | 5.4 | $0.015 | 1/3 | 1.79s |
| #120 | Qwen3.5-35B-A3B none | Qwen | 2 | 5.5 | $0.012 | 1/3 | 1.39s |
| #121 | Qwen3.5-27B none | Qwen | 2 | 5.8 | $0.015 | 1/3 | 1.80s |
| #122 | GLM 5V Turbo none | Z.ai | 2 | 5.5 | $0.052 | 1/3 | 3.13s |
| #125 | Owl Alpha medium | Openrouter | 1 | 5.4 | $0.000 | 1/3 | 18.7s |
| #126 | Mimo V2 PRO none | Xiaomi | 1 | 5.5 | $0.045 | 1/3 | 2.65s |