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) |
|---|---|---|---|---|---|---|---|
| #220 | KAT-Coder-Air V2.5 low | Kwaipilot | 1 | 3.5 | $0.046 | 0/3 | 11.1s |
| #221 | GPT-5.6 Luna none | OpenAI | 3 | 3.8 | $0.029 | 0/3 | 980ms |
| #222 | MiMo-V2.5-Pro none | Xiaomi | 2 | 4.3 | $0.068 | 0/3 | 1.41s |
| #224 | DeepSeek V4 Flash 0731 none | DeepSeek | 3 | 4.3 | $0.021 | 0/3 | 1.72s |
| #226 | Inkling Small none | Thinkingmachines | 3 | 3.6 | $0.054 | 0/3 | 759ms |
| #227 | Laguna XS 2.1 none | Poolside | 3 | 4.3 | $0.008 | 0/3 | 623ms |
| #228 | Seed-2.0-Code none | Bytedance Seed | 3 | 3.6 | $0.151 | 0/3 | 13.4s |
| #229 | Ling-2.6-1T none | Inclusionai | 1 | 3.8 | $0.016 | 0/3 | 10.6s |
| #232 | Dots 3 Note Preview none | Dots Studio | 2 | 4.6 | $0.000 | 0/3 | 6.12s |
| #233 | Inkling none | Thinkingmachines | 3 | 4.5 | $0.142 | 0/3 | 1.01s |
| #234 | Nemotron 3.5 Lightning medium | NVIDIA | 3 | 4.4 | $0.156 | 0/3 | 285.5s |
| #235 | Mistral Small 4 none | Mistral | 3 | 3.7 | $0.022 | 0/3 | 901ms |
| #236 | Mistral Small 4 medium | Mistral | 3 | 4.4 | $0.097 | 0/3 | 40.0s |
| #237 | Qwen3 Coder Next none | Qwen | 3 | 4.6 | $0.026 | 0/3 | 2.22s |
| #239 | Qwen3.5-9B none | Qwen | 3 | 3.9 | $0.021 | 0/3 | 5.60s |