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) |
|---|---|---|---|---|---|---|---|
| #121 | Grok 4.20 medium | X AI | 2 | 6.3 | $0.805 | 1/3 | 109.9s |
| #122 | Seed-2.0-Mini medium | Bytedance Seed | 1 | 5.5 | $0.116 | 1/3 | 220.5s |
| #125 | Qwen3.7 Flash medium | Qwen | 2 | 6.2 | $0.065 | 1/3 | 46.8s |
| #131 | Solar Pro 4 low | Upstage | 1 | 5.5 | $0.044 | 1/3 | 259.6s |
| #132 | Solar Pro 4 medium | Upstage | 1 | 5.5 | $0.047 | 1/3 | 310.4s |
| #133 | DeepSeek V4 Pro none | DeepSeek | 1 | 5.6 | $0.351 | 1/3 | 13.4s |
| #134 | GLM 5.3 low | Z.ai | 2 | 6.2 | $0.257 | 1/3 | 21.0s |
| #136 | Gemini 3 Flash Preview none | 2 | 5.5 | $0.085 | 1/3 | 1.80s | |
| #139 | KAT-Coder-Pro V2.5 none | Kwaipilot | 2 | 6.1 | $0.487 | 1/3 | 22.5s |
| #140 | LongCat 2.0 low | Meituan | 1 | 6.6 | $0.412 | 1/3 | 479.3s |
| #141 | Gemini 3.5 Flash minimal | 1 | 5.6 | $0.300 | 1/3 | 2.75s | |
| #142 | GLM 5V Turbo medium | Z.ai | 2 | 6.0 | $0.457 | 1/3 | 63.4s |
| #146 | Qwen3.5-27B none | Qwen | 2 | 5.8 | $0.058 | 1/3 | 1.80s |
| #147 | Gemini 3.1 Flash Lite Preview low | 2 | 5.5 | $0.646 | 1/3 | 1.39s | |
| #149 | Gemini 3.1 Flash Lite low | 2 | 5.5 | $0.621 | 1/3 | 1.53s |