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) |
|---|---|---|---|---|---|---|---|
| #277 | Nemotron 3.5 Lightning none | NVIDIA | 3 | 3.1 | $0.007 | 0/3 | 1.55s |
| #149 | Gemini 3.1 Flash Lite low | 2 | 5.5 | $0.621 | 1/3 | 1.53s | |
| #222 | MiMo-V2.5-Pro none | Xiaomi | 2 | 4.3 | $0.068 | 0/3 | 1.41s |
| #188 | Qwen3.5-35B-A3B none | Qwen | 2 | 5.5 | $0.142 | 1/3 | 1.39s |
| #267 | Elephant Alpha none | Openrouter | 1 | 4.2 | $0.000 | 0/3 | 1.39s |
| #147 | Gemini 3.1 Flash Lite Preview low | 2 | 5.5 | $0.646 | 1/3 | 1.39s | |
| #116 | GPT-5.6 Sol none | OpenAI | 2 | 5.5 | $0.262 | 1/3 | 1.39s |
| #119 | GPT-5.5 none | OpenAI | 2 | 5.5 | $0.544 | 1/3 | 1.35s |
| #91 | Qwen3.7 Max none | Qwen | 2 | 5.5 | $0.197 | 1/3 | 1.35s |
| #269 | Elephant Alpha medium | Openrouter | 1 | 3.7 | $0.000 | 0/3 | 1.30s |
| #271 | Grok 4.20 none | X AI | 1 | 1.1 | $0.057 | 0/1 | 1.22s |
| #275 | Ling 3.0 Tiny none | Inclusionai | 3 | 4.2 | $0.000 | 0/3 | 1.19s |
| #216 | Qwen3.8 27B none | Qwen | 2 | 5.5 | ~$0.006 | 1/3 | 1.19s |
| #265 | Grok 4.20 Beta none | X AI | 1 | 1.8 | $0.087 | 0/1 | 1.14s |
| #261 | Mercury 2 none | Inception | 3 | 3.4 | $0.030 | 0/3 | 1.03s |