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
197/197
Filter models
No models match the current search and filters.
| Rank | Model | Company | Wrong answer Count | Category Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #149 | Gemini 3.1 Flash Lite low | 2 | 5.5 | $0.621 | 1/3 | 1.53s | |
| #153 | Laguna XS 2.1 medium | Poolside | 2 | 5.5 | $0.068 | 1/3 | 70.3s |
| #155 | Gemini 3.1 Flash Lite Preview none | 2 | 5.5 | $0.052 | 1/3 | 967ms | |
| #159 | LongCat 2.0 none | Meituan | 2 | 5.5 | $0.044 | 1/3 | 2.85s |
| #160 | MiMo-V2.5 medium | Xiaomi | 2 | 6.2 | $0.104 | 1/3 | 97.1s |
| #161 | Ling-3.0-flash high | Inclusionai | 2 | 6.7 | $0.021 | 1/3 | 14.9s |
| #163 | Mimo V2 PRO medium | Xiaomi | 1 | 6.0 | $0.333 | 1/3 | 94.2s |
| #164 | MiMo-V2-Flash medium | Xiaomi | 1 | 6.0 | $0.043 | 1/3 | 10.7s |
| #165 | Seed-2.0-Lite none | Bytedance Seed | 2 | 5.6 | $0.066 | 1/3 | 2.83s |
| #167 | GPT-5.6 Luna low | OpenAI | 2 | 5.5 | $0.051 | 1/3 | 4.61s |
| #169 | Gemini 3.1 Flash Lite minimal | 2 | 5.5 | $0.047 | 1/3 | 831ms | |
| #171 | gpt-oss-120b medium | OpenAI | 2 | 5.9 | $0.019 | 1/3 | 38.4s |
| #172 | Qwen3.7 Flash none | Qwen | 2 | 5.5 | $0.019 | 1/3 | 1.55s |
| #173 | Gemini 3.1 Flash Lite none | 2 | 5.5 | $0.046 | 1/3 | 938ms | |
| #177 | Qwen3.6 Flash none | Qwen | 2 | 5.4 | $0.062 | 1/3 | 1.79s |