Business
Tested
- Avg AIMAC Debt 8.24
- Avg Cost $0.15
- Models Tested 72
- Zero Debt 4
- Avg Violations 21.7
Insights for Business
- Common Issues: Elements must meet minimum color contrast ratio thresholds, Links must have discernible text, Form elements must have labels
- Category Difficulty: Rank #13 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 58.7% fewer detected issues than real Business websites (21.7 axe-core violations vs 52.6 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 | |||
|---|---|---|---|---|
| GLM 4.7 Flash | 0.00 | $0.0033 | 0 | 0 |
| GPT 5.4 Mini | 0.00 | $0.03 | 0 | 0 |
| Gemma 4 31B | 0.00 | $0.007 | 0 | 0 |
| Claude Fable 5.2 | 0.00 | $1.83 | 0 | 0 |
| Gemini 4 Argon | 2.00 | $0.23 | 0 | 1 |
| Flint (free) | 2.00 | $0.00 | 0 | 1 |
| Inkling Small | 2.66 | $0.012 | 0 | 2 |
| Qwen3.8 Omni Flash | 3.05 | $0.02 | 0 | 3 |
| Grok 4.7 | 3.05 | $0.07 | 0 | 3 |
| Solar Mini 4 | 3.71 | $0.002 | 0 | 6 |
| Ling 3.0 Flash | 3.85 | $0.0007 | 0 | 7 |
| Claude Haiku 5.5 | 3.85 | $0.012 | 0 | 7 |
| Qwen3.8 27B | 3.98 | $0.17 | 0 | 8 |
| GPT 6 Astra | 3.98 | $1.04 | 0 | 8 |
| Nemotron 3.5 Super VL | 3.98 | $0.005 | 0 | 8 |
| MiMo V2.6 Pro | 4.09 | $0.026 | 0 | 9 |
| Beam 1.0 501B A23B | 4.09 | $0.014 | 0 | 9 |
| Hy4 | 4.09 | $0.03 | 0 | 9 |
| Claude Sonnet 5.5 | 4.19 | $0.22 | 0 | 10 |
| LongCat 2.0 | 4.28 | $0.023 | 0 | 11 |
| Granite 4.2 8B | 4.28 | $0.0025 | 0 | 11 |
| GPT 6.1 Sol | 4.28 | $0.14 | 0 | 11 |
| Kimi K3.1 Pro | 4.28 | $0.48 | 0 | 11 |
| GPT 6.1 Terra | 4.28 | $0.05 | 0 | 11 |
| Gemini 4 Carbon | 4.37 | $0.24 | 0 | 12 |
| GPT 6.1 Terra Pro | 4.44 | $0.12 | 0 | 13 |
| GPT 6 Luna | 4.51 | $0.006 | 0 | 14 |
| GPT 6 Luna Pro | 4.64 | $0.018 | 0 | 16 |
| MiMo V2.6 Flash | 4.64 | $0.007 | 0 | 16 |
| Step 3.7 Flash | 4.75 | $0.023 | 0 | 18 |
| Step 5 Preview | 4.75 | $0.08 | 0 | 18 |
| Qwen3 Coder Next | 4.80 | $0.009 | 0 | 19 |
| Nemotron 3.5 Lightning | 4.80 | $0.0014 | 0 | 19 |
| Nex N2.6 | 4.85 | $0.007 | 0 | 20 |
| Kimi K2.7 Code | 4.90 | $0.12 | 0 | 21 |
| GPT 6 Astra Pro | 4.90 | $2.19 | 0 | 21 |
| GLM 5.3 | 5.17 | $0.10 | 0 | 28 |
| Claude Opus 5.5 | 5.24 | $0.47 | 0 | 30 |
| DeepSeek V4 Pro 0813 | 5.30 | $0.07 | 0 | 32 |
| Nex N2.5 Mini | 5.46 | $0.0026 | 0 | 38 |
| GLM 5.3 Flash | 5.56 | $0.03 | 0 | 42 |
| Qwen3.8 Max (0902) | 6.02 | $0.24 | 0 | 68 |
| Qwen3.8 2.4T A95B | 6.10 | $0.26 | 0 | 74 |
| Nemotron 3 Ultra | 6.28 | $0.06 | 0 | 12 |
| Ember 1 | 6.35 | $0.29 | 0 | 96 |
| DeepSeek V4.1 Flash 1017 | 6.85 | $0.008 | 0 | 21 |
| Ripple 65B Preview | 6.99 | $0.014 | 0 | 24 |
| Mistral Medium 3.5 | 7.29 | $0.07 | 0 | 9 |
| GPT 6.1 Sol Pro | 7.64 | $0.39 | 0 | 18 |
| MiniMax M3.1 Flash | 7.67 | $0.02 | 0 | 48 |
| Nova 2 Lite | 7.71 | $0.02 | 0 | 10 |
| Mistral Large 4 | 8.22 | $0.40 | 0 | 19 |
| gpt oss 120b | 8.34 | $0.004 | 0 | 12 |
| Codestral 2508 | 8.37 | $0.005 | 0 | 16 |
| Seed 2.1 Turbo | 8.37 | $0.06 | 0 | 16 |
| Qwen3.8 Flash | 9.69 | $0.02 | 0 | 52 |
| Particle 1 | 10.06 | $0.014 | 0 | 28 |
| Gemini 4 Hydrogen | 10.27 | $0.19 | 1 | 31 |
| Muse Ember | 10.78 | $0.012 | 1 | 53 |
| Gemma 4 26B A4B | 13.12 | $0.0015 | 2 | 12 |
| Gemini 3.8 Flash | 13.75 | $0.07 | 3 | 0 |
| Muse Glimmer 30B | 13.99 | $0.007 | 3 | 3 |
| Inkling | 18.16 | $0.07 | 2 | 40 |
| Solar Pro 4 | 18.32 | $0.002 | 4 | 55 |
| MiniMax M3 | 21.43 | $0.014 | 4 | 39 |
| Mistral Small 4 | 21.50 | $0.007 | 4 | 4 |
| Gemini 3.5 Flash Lite | 21.60 | $0.03 | 3 | 11 |
| Qwen3.7 Plus | 22.83 | $0.027 | 4 | 33 |
| Grok Build 0.1 | 25.70 | $0.034 | 4 | 24 |
| Muse Spark 1.3 | 27.40 | $0.06 | 7 | 22 |
| Muse Wonder | 28.11 | $0.26 | 6 | 84 |
| Muse Spark Open | 47.11 | $0.06 | 27 | 33 |