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) |
|---|---|---|---|---|---|---|---|
| #77 | DeepSeek V4 Flash 0731 high | DeepSeek | 1 | 0.6 | $0.576 | 1/3 | 252.7s |
| #78 | GLM 5.2 high | Z.ai | 2 | 0.6 | $4.632 | 1/3 | 73.0s |
| #80 | Claude Haiku 5.5 high | Anthropic | 2 | 0.6 | $0.088 | 1/3 | 9.54s |
| #83 | GPT-6 Luna medium | OpenAI | 2 | 0.7 | $0.047 | 1/3 | 23.6s |
| #86 | Qwen3.7 Plus medium | Qwen | 2 | 0.6 | $0.415 | 1/3 | 108.6s |
| #89 | GPT-5.6 Terra medium | OpenAI | 2 | 0.6 | $0.483 | 1/3 | 7.19s |
| #91 | Seed-2.0-Code low | Bytedance Seed | 2 | 0.7 | $0.881 | 1/3 | 109.7s |
| #92 | DeepSeek V4 Pro 0423 high | DeepSeek | 2 | 0.6 | $0.149 | 1/3 | 243.0s |
| #96 | GPT-5.6 Luna high | OpenAI | 2 | 0.5 | $0.118 | 1/3 | 15.6s |
| #98 | GPT-5.4 Nano medium | OpenAI | 2 | 0.6 | $0.235 | 1/3 | 19.1s |
| #101 | GPT-5.6 Terra low | OpenAI | 2 | 0.7 | $0.435 | 1/3 | 9.56s |
| #102 | Qwen3.5-27B medium | Qwen | 2 | 0.6 | $1.135 | 1/3 | 160.7s |
| #106 | Qwen3.7 Max none | Qwen | 2 | 0.5 | $0.451 | 1/3 | 1.35s |
| #109 | MiMo-V2.6-Flash medium | Xiaomi | 1 | 0.7 | $0.218 | 1/3 | 18.2s |
| #112 | GLM 5.3 high | Z.ai | 2 | 0.7 | $0.495 | 1/3 | 18.9s |