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. 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) |
|---|---|---|---|---|---|---|---|
| #31 | Nemotron 3 Ultra 550b A55b medium | NVIDIA | 1 | 8.4 | $0.158 | 2/3 | 26.5s |
| #32 | GPT-5.4 Mini medium | OpenAI | 1 | 8.4 | $0.526 | 2/3 | 57.9s |
| #35 | Claude Sonnet 5 medium | Anthropic | 1 | 9.0 | $0.550 | 2/3 | 17.3s |
| #49 | Step 3.7 Flash low | Stepfun | 1 | 8.2 | $0.341 | 2/3 | 9.46s |
| #56 | Mercury 2 medium | Inception | 1 | 8.2 | $0.058 | 2/3 | 2.04s |
| #79 | Gemini 3.5 Flash none | 1 | 8.8 | $1.079 | 2/3 | 34.7s | |
| #30 | Qwen3.7 Plus medium | Qwen | 1 | 6.1 | $0.177 | 1/3 | 108.6s |
| #33 | Qwen3.5 Plus 2026-02-15 medium | Qwen | 1 | 6.6 | $0.310 | 1/3 | 180.7s |
| #34 | Qwen3.5-27B medium | Qwen | 2 | 6.2 | $0.536 | 1/3 | 160.7s |
| #36 | Qwen3.6 Plus medium | Qwen | 1 | 6.1 | $0.294 | 1/3 | 153.1s |
| #37 | GPT-5.6 Terra medium | OpenAI | 2 | 6.1 | $0.496 | 1/3 | 7.19s |
| #38 | Claude Sonnet 4.6 medium | Anthropic | 1 | 5.7 | $1.418 | 1/3 | 33.3s |
| #40 | Gemini 3.1 Flash Lite Preview medium | 2 | 5.5 | $0.068 | 1/3 | 4.09s | |
| #41 | Qwen3.5 Plus 2026-04-20 medium | Qwen | 2 | 6.2 | $0.317 | 1/3 | 125.3s |
| #42 | Gemini 3.1 Flash Lite medium | 2 | 5.5 | $0.071 | 1/3 | 3.81s |