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: Response Time (avg) ↑.
Failure Reasons
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| Rank | Model | Company | Wrong answer Count | Category Score | Total Cost | Tests Correct | Response Time (avg) |
|---|---|---|---|---|---|---|---|
| #118 | GLM 5 none | Z.ai | 3 | 4.0 | $0.027 | 0/3 | 5.12s |
| #68 | Claude Sonnet 4.6 none | Anthropic | 1 | 5.5 | $0.316 | 1/3 | 5.19s |
| #155 | Qwen3.5-9B none | Qwen | 3 | 3.9 | $0.006 | 0/3 | 5.60s |
| #65 | Gemini 3 Flash Preview low | 2 | 5.8 | $0.111 | 1/3 | 6.00s | |
| #8 | Gemini 3.5 Flash low | 1 | 7.8 | $0.349 | 2/3 | 6.71s | |
| #38 | GPT-5.6 Terra medium | OpenAI | 2 | 6.1 | $0.496 | 1/3 | 7.19s |
| #74 | GLM 5.2 none | Z.ai | 2 | 3.7 | $0.042 | 0/3 | 7.55s |
| #46 | Claude Opus 4.8 low | Anthropic | 1 | 6.6 | $1.270 | 1/3 | 7.58s |
| #148 | Qwen3.6 35B A3B none | Qwen | 2 | 5.5 | $0.031 | 1/3 | 8.77s |
| #29 | GPT-5.6 Terra high | OpenAI | 1 | 7.6 | $0.852 | 2/3 | 9.14s |
| #50 | Step 3.7 Flash low | Stepfun | 1 | 8.2 | $0.341 | 2/3 | 9.46s |
| #48 | GPT-5.6 Terra low | OpenAI | 2 | 6.6 | $0.343 | 1/3 | 9.56s |
| #184 | gpt-oss-120b none | OpenAI | 1 | 1.5 | $0.010 | 0/1 | 9.57s |
| #22 | GPT-5.2 Chat none | OpenAI | 1 | 8.8 | $0.393 | 2/3 | 9.82s |
| #55 | GPT-5.6 Luna medium | OpenAI | 2 | 5.4 | $0.258 | 1/3 | 10.4s |