Automotive
Tested
- Avg AIMAC Debt 9.17
- Avg Cost $0.25
- Models Tested 42
- Zero Debt 2
- Avg Violations 15.0
Insights for Automotive
- Common Issues: Elements must meet minimum color contrast ratio thresholds, Links must have discernible text, Select element must have an accessible name
- Category Difficulty: Rank #3 of 28 categories (based on average model performance)
- Real-World Comparison: The WebAIM Million audits accessibility across 1 million real websites annually. Using different automated tools, AI models showed 75.3% fewer detected issues than real Automotive websites (15.0 axe-core violations vs 60.6 WAVE errors).
Model Gallery
Click a screenshot to view the generated HTML page, or click the model name for detailed results and prompts.
Model Results
AIMAC Debt:The model's accessibility debt for this category (lower = better)
| lower = better | in usd | |||
|---|---|---|---|---|
| GPT 5.3 Codex | 0.00 | $0.12 | 0 | 0 |
| GPT 5.4 | 0.00 | $0.17 | 0 | 0 |
| o3 | 2.00 | $0.04 | 0 | 1 |
| Olmo 3.1 32B Instruct | 2.66 | $0.004 | 0 | 2 |
| DeepSeek V3.2 Speciale | 3.05 | $0.006 | 0 | 3 |
| GPT 5.4 Mini | 3.32 | $0.034 | 0 | 4 |
| Qwen3 Coder Next | 3.53 | $0.014 | 0 | 5 |
| Kimi K2.5 | 3.71 | $0.04 | 0 | 6 |
| Qwen3.6 Plus Preview (free) | 3.71 | $0.00 | 0 | 6 |
| Mistral Medium 3.1 | 3.85 | $0.017 | 0 | 7 |
| Devstral 2 2512 | 4.00 | $0.004 | 0 | 4 |
| Nemotron 3 Super (free) | 4.00 | $0.00 | 0 | 2 |
| Gemini 3.1 Pro Preview | 4.09 | $0.13 | 0 | 9 |
| o4 Mini | 4.44 | $0.045 | 0 | 13 |
| Qwen3 Coder Plus | 4.51 | $0.024 | 0 | 14 |
| Trinity Large Thinking | 4.58 | $0.009 | 0 | 15 |
| Grok 4.1 Fast | 4.64 | $0.003 | 0 | 16 |
| GPT 5.4 Pro | 4.64 | $8.23 | 0 | 16 |
| Claude Haiku 4.5 | 5.27 | $0.07 | 0 | 31 |
| Kimi K2 Thinking | 5.581 | $0.025 | 0 | 43 |
| GLM 5 | 5.585 | $0.08 | 0 | 4 |
| GLM 4.7 Flash | 7.12 | $0.004 | 0 | 8 |
| Nova 2 Lite | 7.28 | $0.015 | 0 | 13 |
| Trinity Large Preview (free) | 7.98 | $0.00 | 0 | 12 |
| DeepSeek V3.2 | 8.37 | $0.003 | 0 | 16 |
| R1 0528 | 8.85 | $0.02 | 0 | 24 |
| Qwen3 Max | 8.96 | $0.04 | 0 | 21 |
| Qwen3 Coder Flash | 9.03 | $0.012 | 0 | 28 |
| Codestral 2508 | 9.10 | $0.006 | 0 | 30 |
| Grok 4.20 | 9.51 | $0.07 | 1 | 14 |
| gpt oss 120b | 9.70 | $0.004 | 1 | 17 |
| GPT 5.1 Codex Mini | 10.36 | $0.012 | 1 | 34 |
| Qwen3 Max Thinking | 12.94 | $0.034 | 3 | 1 |
| Qwen3.5 Flash | 14.09 | $0.004 | 2 | 9 |
| Gemini 3 Flash Preview | 15.85 | $0.02 | 2 | 8 |
| KAT Coder Pro V2 | 16.12 | $0.023 | 2 | 14 |
| Qwen3.5 397B A17B | 17.85 | $0.035 | 2 | 30 |
| Mistral Large 3 2512 | 20.23 | $0.016 | 3 | 19 |
| Claude Opus 4.6 | 21.49 | $0.64 | 8 | 30 |
| Claude Sonnet 4.6 | 28.63 | $0.36 | 8 | 8 |
| Mistral Small 4 | 29.04 | $0.006 | 5 | 13 |
| MiniMax M2.7 | 35.56 | $0.06 | 12 | 29 |