AI BENCHY Category Failures
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.
Failure Reasons
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| Rank | Model | Company | Wrong answer Count | Category Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #31 | Nemotron 3 Ultra 550b A55b medium | NVIDIA | 1 | 8.4 | $0.158 | 2/3 | 26.5s |
| #33 | GPT-5.4 Mini medium | OpenAI | 1 | 8.4 | $0.526 | 2/3 | 57.9s |
| #34 | Qwen3.5 Plus 2026-02-15 medium | Qwen | 1 | 6.6 | $0.310 | 1/3 | 180.7s |
| #36 | Claude Sonnet 5 medium | Anthropic | 1 | 9.0 | $0.550 | 2/3 | 17.3s |
| #37 | Qwen3.6 Plus medium | Qwen | 1 | 6.1 | $0.294 | 1/3 | 153.1s |
| #39 | Claude Sonnet 4.6 medium | Anthropic | 1 | 5.7 | $1.418 | 1/3 | 33.3s |
| #45 | Qwen3.5-122B-A10B medium | Qwen | 1 | 6.0 | $0.588 | 1/3 | 114.5s |
| #46 | Claude Opus 4.8 low | Anthropic | 1 | 6.6 | $1.270 | 1/3 | 7.58s |
| #47 | Grok 4.3 medium | X AI | 1 | 5.9 | $0.614 | 1/3 | 41.2s |
| #50 | Step 3.7 Flash low | Stepfun | 1 | 8.2 | $0.341 | 2/3 | 9.46s |
| #54 | Grok Build 0.1 medium | X AI | 1 | 5.7 | $0.927 | 1/3 | 108.5s |
| #57 | Mercury 2 medium | Inception | 1 | 8.2 | $0.058 | 2/3 | 2.04s |
| #61 | DeepSeek V3.2 medium | DeepSeek | 1 | 6.0 | $0.042 | 1/3 | 248.7s |
| #63 | Seed-2.0-Mini medium | Bytedance Seed | 1 | 5.5 | $0.044 | 1/3 | 220.5s |
| #68 | Claude Sonnet 4.6 none | Anthropic | 1 | 5.5 | $0.316 | 1/3 | 5.19s |