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) |
|---|---|---|---|---|---|---|---|
| #162 | Nemotron 3 Super none | NVIDIA | 3 | 3.3 | $0.006 | 0/3 | 2.64s |
| #165 | GPT-5.4 Nano none | OpenAI | 3 | 4.6 | $0.011 | 0/3 | 2.22s |
| #166 | MiniMax M2.5 medium | Minimax | 1 | 3.4 | $0.303 | 0/3 | 188.6s |
| #167 | Ling-2.6-1T none | Inclusionai | 1 | 3.8 | $0.005 | 0/3 | 10.6s |
| #168 | Qwen3 Coder Next medium | Qwen | 2 | 3.7 | $0.008 | 0/3 | 924ms |
| #169 | Grok 4.20 Beta none | X AI | 1 | 1.8 | $0.087 | 0/1 | 1.14s |
| #170 | Laguna M.1 none | Poolside | 1 | 2.5 | $0.009 | 0/1 | 2.93s |
| #171 | Mercury 2 none | Inception | 3 | 3.4 | $0.011 | 0/3 | 1.03s |
| #172 | Elephant Alpha none | Openrouter | 1 | 4.2 | $0.000 | 0/3 | 1.39s |
| #173 | Elephant Alpha medium | Openrouter | 1 | 3.7 | $0.000 | 0/3 | 1.30s |
| #175 | Grok 4.20 none | X AI | 1 | 1.1 | $0.057 | 0/1 | 1.22s |
| #176 | Laguna Xs.2 medium | Poolside | 1 | 2.1 | $0.015 | 0/1 | 14.4s |
| #178 | Hy3 preview none | Tencent | 1 | 2.7 | $0.003 | 0/3 | 4.56s |
| #179 | MiMo-V2-Flash none | Xiaomi | 2 | 4.3 | $0.025 | 0/3 | 2.64s |
| #181 | Grok 4.1 Fast none | X AI | 1 | 1.8 | $0.008 | 0/1 | 1.79s |