Education
Tested
- Avg AIMAC Debt 7.40
- Avg Cost $0.15
- Models Tested 37
- Zero Debt 1
- Avg Violations 12.2
Insights for Education
- 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 #10 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 74.0% fewer detected issues than real Education websites (12.2 axe-core violations vs 47.0 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 5.2 Pro | 0.00 | $3.84 | 0 | 0 |
| GPT 5 Mini | 2.00 | $0.02 | 0 | 1 |
| KAT Coder Pro V1 | 2.00 | $0.006 | 0 | 1 |
| GPT 5.1 Codex Mini | 3.05 | $0.012 | 0 | 3 |
| GPT 5.2 Codex | 3.05 | $0.06 | 0 | 3 |
| Claude Haiku 4.5 | 3.85 | $0.08 | 0 | 7 |
| MiniMax M2.1 | 3.98 | $0.01 | 0 | 8 |
| gpt oss 120b | 4.00 | $0.004 | 0 | 4 |
| Gemini 2.5 Flash Lite | 4.37 | $0.004 | 0 | 12 |
| GLM 4.7 | 4.44 | $0.015 | 0 | 13 |
| Mistral Medium 3.1 | 4.58 | $0.015 | 0 | 15 |
| Claude Sonnet 4.5 | 4.64 | $0.20 | 0 | 16 |
| MiniMax M1 | 4.70 | $0.03 | 0 | 17 |
| Grok 4.1 Fast | 4.75 | $0.0026 | 0 | 18 |
| Gemini 3 Flash Preview | 5.00 | $0.02 | 1 | 0 |
| GPT 5.2 | 5.03 | $0.23 | 0 | 24 |
| Qwen3 Max | 7.09 | $0.05 | 0 | 11 |
| DeepSeek V3.2 | 7.37 | $0.0036 | 0 | 8 |
| R1 | 7.37 | $0.026 | 0 | 8 |
| Mistral Large 3 2512 | 7.53 | $0.02 | 0 | 9 |
| Qwen3 235B A22B Instruct 2507 | 7.64 | $0.011 | 0 | 9 |
| Kimi K2 0905 | 7.64 | $0.025 | 0 | 9 |
| Qwen3 Coder Flash | 7.64 | $0.013 | 0 | 9 |
| o3 | 7.853 | $0.04 | 0 | 11 |
| Qwen3 Coder Plus | 7.854 | $0.03 | 0 | 10 |
| GLM 4.7 Flash | 8.09 | $0.004 | 0 | 13 |
| Mistral Small 3.2 24B | 8.51 | $0.001 | 0 | 18 |
| Codestral 2508 | 8.94 | $0.006 | 0 | 26 |
| Devstral 2 2512 | 9.56 | $0.005 | 0 | 35 |
| GLM 4.5 Air | 9.59 | $0.01 | 0 | 36 |
| DeepSeek V3.2 Speciale | 9.98 | $0.007 | 0 | 9 |
| Nova 2 Lite | 11.39 | $0.013 | 0 | 31 |
| o4 Mini | 12.05 | $0.027 | 1 | 7 |
| Claude Opus 4.5 | 14.50 | $0.70 | 4 | 1 |
| Kimi K2 Thinking | 14.80 | $0.03 | 3 | 7 |
| Qwen3 Coder 480B A35B | 17.33 | $0.012 | 2 | 19 |
| Gemini 3 Pro Preview | 21.48 | $0.12 | 3 | 11 |