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) |
|---|---|---|---|---|---|---|---|
| #39 | Grok 4.6 medium | X AI | 1 | 8.2 | $1.713 | 2/3 | 120.0s |
| #46 | Gemini 2.5 Flash medium | 1 | 7.8 | $0.644 | 2/3 | 41.0s | |
| #47 | Claude Sonnet 5 medium | Anthropic | 1 | 9.0 | $0.922 | 2/3 | 17.3s |
| #51 | Inkling high | Thinkingmachines | 1 | 8.5 | $1.041 | 2/3 | 148.4s |
| #56 | Inkling medium | Thinkingmachines | 1 | 8.4 | $0.377 | 2/3 | 25.2s |
| #57 | GPT-5.6 Terra high | OpenAI | 1 | 7.6 | $0.836 | 2/3 | 9.14s |
| #59 | GPT-5.2 Chat none | OpenAI | 1 | 8.8 | $0.594 | 2/3 | 9.82s |
| #60 | Step 3.7 Flash medium | Stepfun | 1 | 8.8 | $0.495 | 2/3 | 27.4s |
| #64 | Gemini 3.5 Flash Lite medium | 1 | 7.9 | $0.272 | 2/3 | 9.96s | |
| #65 | GLM 5.2 medium | Z.ai | 1 | 8.2 | $0.224 | 2/3 | 41.0s |
| #69 | Seed-2.0-Lite medium | Bytedance Seed | 1 | 8.0 | $0.236 | 2/3 | 156.7s |
| #71 | Qwen3.7 Flash high | Qwen | 1 | 8.2 | $0.052 | 2/3 | 58.8s |
| #76 | DeepSeek V4 Flash 0423 high | DeepSeek | 1 | 7.8 | $0.042 | 2/3 | 50.6s |
| #80 | Nemotron 3 Ultra medium | NVIDIA | 1 | 8.4 | $0.780 | 2/3 | 26.5s |
| #88 | GPT-5.4 Mini medium | OpenAI | 1 | 8.4 | $0.786 | 2/3 | 57.9s |