Automotive
Tested
- Avg AIMAC Debt 11.55
- Avg Cost $0.16
- Models Tested 72
- Zero Debt 2
- Avg Violations 23.1
Insights for Automotive
- Common Issues: Elements must meet minimum color contrast ratio thresholds, Select element must have an accessible name, Images must have alternative text
- Category Difficulty: Rank #2 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 61.9% fewer detected issues than real Automotive websites (23.1 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 oss 120b | 0.00 | $0.003 | 0 | 0 |
| GPT 5.4 Mini | 0.00 | $0.03 | 0 | 0 |
| Granite 4.2 8B | 2.00 | $0.0012 | 0 | 1 |
| Grok 4.7 | 2.00 | $0.07 | 0 | 1 |
| Solar Pro 4 | 2.66 | $0.002 | 0 | 2 |
| GLM 5.3 Flash | 2.66 | $0.05 | 0 | 2 |
| Qwen3 Coder Next | 3.05 | $0.007 | 0 | 3 |
| GPT 6 Astra Pro | 3.05 | $2.58 | 0 | 3 |
| Qwen3.8 Omni Flash | 3.32 | $0.025 | 0 | 4 |
| Step 5 Preview | 3.53 | $0.06 | 0 | 5 |
| Nex N2.6 | 3.53 | $0.01 | 0 | 5 |
| Inkling Small | 3.71 | $0.012 | 0 | 6 |
| GPT 6 Astra | 3.71 | $0.98 | 0 | 6 |
| Gemini 4 Hydrogen | 3.71 | $0.19 | 0 | 6 |
| Muse Glimmer 30B | 3.98 | $0.006 | 0 | 8 |
| GPT 6 Luna Pro | 3.98 | $0.017 | 0 | 8 |
| Ember 1 | 4.00 | $0.43 | 0 | 4 |
| Hy4 | 4.09 | $0.03 | 0 | 9 |
| GPT 6 Luna | 4.19 | $0.006 | 0 | 10 |
| Claude Haiku 5.5 | 4.19 | $0.012 | 0 | 10 |
| Nemotron 3.5 Super VL | 4.19 | $0.005 | 0 | 10 |
| Solar Mini 4 | 4.28 | $0.0017 | 0 | 11 |
| Nemotron 3 Ultra | 4.37 | $0.05 | 0 | 12 |
| Nemotron 3.5 Lightning | 4.37 | $0.0014 | 0 | 12 |
| GPT 6.1 Terra Pro | 4.37 | $0.14 | 0 | 12 |
| MiniMax M3 | 4.51 | $0.015 | 0 | 14 |
| Kimi K2.7 Code | 4.51 | $0.21 | 0 | 14 |
| Qwen3.7 Plus | 4.58 | $0.02 | 0 | 15 |
| Kimi K3.1 Pro | 4.66 | $0.50 | 0 | 3 |
| Flint (free) | 4.70 | $0.00 | 0 | 17 |
| Qwen3.8 Max (0902) | 4.94 | $0.20 | 0 | 22 |
| GPT 6.1 Terra | 4.99 | $0.05 | 0 | 23 |
| Qwen3.8 27B | 5.06 | $0.16 | 0 | 25 |
| Gemini 4 Argon | 5.14 | $0.19 | 0 | 27 |
| MiMo V2.6 Pro | 5.30 | $0.03 | 0 | 32 |
| Particle 1 | 5.30 | $0.017 | 0 | 32 |
| DeepSeek V4.1 Flash 1017 | 5.33 | $0.009 | 0 | 33 |
| MiMo V2.6 Flash | 5.41 | $0.008 | 0 | 36 |
| DeepSeek V4 Pro 0813 | 5.67 | $0.10 | 0 | 47 |
| Nex N2.5 Mini | 5.67 | $0.002 | 0 | 47 |
| Claude Fable 5.2 | 5.67 | $1.76 | 0 | 47 |
| Claude Sonnet 5.5 | 5.80 | $0.29 | 0 | 54 |
| Mistral Large 4 | 5.88 | $0.34 | 0 | 59 |
| Qwen3.8 2.4T A95B | 5.97 | $0.35 | 0 | 65 |
| Qwen3.8 Flash | 6.37 | $0.017 | 0 | 13 |
| GPT 6.1 Sol | 7.44 | $0.24 | 0 | 15 |
| GPT 6.1 Sol Pro | 8.27 | $0.44 | 0 | 33 |
| Mistral Medium 3.5 | 8.44 | $0.06 | 0 | 17 |
| Nova 2 Lite | 8.70 | $0.013 | 0 | 21 |
| Step 3.7 Flash | 9.05 | $0.016 | 0 | 41 |
| Codestral 2508 | 9.06 | $0.007 | 0 | 29 |
| GLM 4.7 Flash | 9.19 | $0.004 | 1 | 10 |
| GLM 5.3 | 9.51 | $0.15 | 0 | 65 |
| Claude Opus 5.5 | 10.78 | $0.53 | 1 | 53 |
| MiniMax M3.1 Flash | 11.94 | $0.03 | 1 | 23 |
| LongCat 2.0 | 16.12 | $0.03 | 3 | 28 |
| Gemma 4 26B A4B | 20.75 | $0.0014 | 4 | 19 |
| Gemini 4 Carbon | 21.36 | $0.26 | 4 | 36 |
| Gemini 3.8 Flash | 22.60 | $0.08 | 3 | 24 |
| Ripple 65B Preview | 23.01 | $0.02 | 4 | 26 |
| Ling 3.0 Flash | 23.08 | $0.0007 | 4 | 4 |
| Inkling | 26.80 | $0.06 | 4 | 36 |
| Grok Build 0.1 | 30.40 | $0.04 | 5 | 12 |
| Seed 2.1 Turbo | 31.35 | $0.07 | 9 | 27 |
| Muse Ember | 32.71 | $0.01 | 10 | 32 |
| Beam 1.0 501B A23B | 33.50 | $0.024 | 11 | 26 |
| Gemini 3.5 Flash Lite | 33.68 | $0.033 | 8 | 28 |
| Gemma 4 31B | 34.10 | $0.007 | 8 | 4 |
| Muse Spark 1.3 | 40.78 | $0.08 | 11 | 27 |
| Mistral Small 4 | 45.08 | $0.006 | 11 | 22 |
| Muse Wonder | 48.13 | $0.23 | 20 | 9 |
| Muse Spark Open | 67.42 | $0.08 | 39 | 59 |