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: Response Time (avg) ↑.
Failure Reasons
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| Rank | Model | Company | Wrong answer Count | Category Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #175 | Grok 4.20 none | X AI | 1 | 1.1 | $0.057 | 0/1 | 1.22s |
| #173 | Elephant Alpha medium | Openrouter | 1 | 3.7 | $0.000 | 0/3 | 1.30s |
| #82 | Qwen3.7 Max none | Qwen | 2 | 5.5 | $0.054 | 1/3 | 1.35s |
| #105 | GPT-5.5 none | OpenAI | 2 | 5.5 | $0.231 | 1/3 | 1.35s |
| #102 | GPT-5.6 Sol none | OpenAI | 2 | 5.5 | $0.225 | 1/3 | 1.39s |
| #96 | Gemini 3.1 Flash Lite Preview low | 2 | 5.5 | $0.026 | 1/3 | 1.39s | |
| #172 | Elephant Alpha none | Openrouter | 1 | 4.2 | $0.000 | 0/3 | 1.39s |
| #120 | Qwen3.5-35B-A3B none | Qwen | 2 | 5.5 | $0.012 | 1/3 | 1.39s |
| #137 | MiMo-V2.5-Pro none | Xiaomi | 2 | 4.3 | $0.017 | 0/3 | 1.41s |
| #99 | Gemini 3.1 Flash Lite low | 2 | 5.5 | $0.028 | 1/3 | 1.53s | |
| #129 | GPT-5.4 none | OpenAI | 2 | 5.5 | $0.122 | 1/3 | 1.62s |
| #159 | GPT-4o-mini none | OpenAI | 3 | 3.2 | $0.006 | 0/3 | 1.63s |
| #140 | Qwen3.5 Plus 2026-04-20 none | Qwen | 2 | 3.9 | $0.032 | 0/3 | 1.69s |
| #119 | Qwen3.6 Flash none | Qwen | 2 | 5.4 | $0.015 | 1/3 | 1.79s |
| #181 | Grok 4.1 Fast none | X AI | 1 | 1.8 | $0.008 | 0/1 | 1.79s |