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) |
|---|---|---|---|---|---|---|---|
| #152 | Gemini 3.8 Flash low | 2 | 0.5 | $0.323 | 1/3 | 4.31s | |
| #225 | Qwen3.6 27B none | Qwen | 2 | 0.5 | $0.148 | 1/3 | 4.16s |
| #286 | Gemma 4 26B A4B none | 2 | 0.4 | $0.031 | 0/3 | 4.16s | |
| #166 | Gemini 3.1 Flash Lite Preview medium | 2 | 0.5 | $0.158 | 1/3 | 4.09s | |
| #182 | Mercury 2.5 Preview medium | Inception | 1 | 0.8 | $0.039 | 2/3 | 3.86s |
| #173 | Gemini 3.1 Flash Lite medium | 2 | 0.5 | $0.153 | 1/3 | 3.81s | |
| #218 | Mercury 2.5 medium | Inception | 3 | 0.5 | $0.034 | 0/3 | 3.70s |
| #303 | Inkling Small low | Thinkingmachines | 3 | 0.5 | $0.055 | 0/3 | 3.70s |
| #261 | Claude Sonnet 5 none | Anthropic | 3 | 0.5 | $1.095 | 0/3 | 3.67s |
| #178 | Claude Opus 4.8 none | Anthropic | 1 | 0.5 | $2.334 | 1/3 | 3.29s |
| #327 | MiMo-V2.5 none | Xiaomi | 2 | 0.5 | $0.049 | 1/3 | 3.24s |
| #342 | GLM 5V Turbo none | Z.ai | 2 | 0.5 | $0.052 | 1/3 | 3.13s |
| #300 | Qwen3.6 Max Preview none | Qwen | 3 | 0.4 | $0.228 | 0/3 | 3.12s |
| #377 | Laguna M.1 default | Poolside | 1 | 0.2 | $0.009 | 0/1 | 2.93s |
| #223 | LongCat 2.0 none | Meituan | 2 | 0.5 | $0.104 | 1/3 | 2.85s |