Family and Parenting
Tested
- Avg AIMAC Debt 7.75
- Avg Cost $0.15
- Models Tested 72
- Zero Debt 0
- Avg Violations 26.2
Insights for Family and Parenting
- Common Issues: Elements must meet minimum color contrast ratio thresholds, Links must have discernible text, All touch targets must be 24px large, or leave sufficient space
- Category Difficulty: Rank #17 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 53.8% fewer detected issues than real Family and Parenting websites (26.2 axe-core violations vs 56.7 WAVE errors).
Model Gallery
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Model Results
AIMAC Debt:The model's accessibility debt for this category (lower = better)
| lower = better | in usd | |||
|---|---|---|---|---|
| Granite 4.2 8B | 2.66 | $0.0012 | 0 | 2 |
| GPT 6.1 Sol | 2.66 | $0.20 | 0 | 2 |
| Qwen3.8 Flash | 2.66 | $0.02 | 0 | 2 |
| Grok 4.7 | 2.66 | $0.07 | 0 | 2 |
| Gemma 4 31B | 3.32 | $0.007 | 0 | 4 |
| Qwen3 Coder Next | 3.71 | $0.01 | 0 | 6 |
| GPT 6 Astra | 3.71 | $0.97 | 0 | 6 |
| GPT 6 Luna Pro | 3.71 | $0.016 | 0 | 6 |
| GPT 6 Astra Pro | 3.85 | $2.85 | 0 | 7 |
| GPT 6.1 Sol Pro | 3.85 | $0.38 | 0 | 7 |
| GPT 6.1 Terra | 3.85 | $0.05 | 0 | 7 |
| DeepSeek V4.1 Flash 1017 | 4.09 | $0.007 | 0 | 9 |
| Step 5 Preview | 4.28 | $0.05 | 0 | 11 |
| Inkling Small | 4.37 | $0.012 | 0 | 12 |
| Nemotron 3.5 Lightning | 4.51 | $0.0011 | 0 | 14 |
| Nex N2.6 | 4.58 | $0.007 | 0 | 15 |
| Nova 2 Lite | 4.64 | $0.013 | 0 | 16 |
| Qwen3.8 Omni Flash | 4.70 | $0.022 | 0 | 17 |
| Nex N2.5 Mini | 4.80 | $0.004 | 0 | 19 |
| GLM 4.7 Flash | 4.85 | $0.003 | 0 | 20 |
| GPT 6 Luna | 4.85 | $0.006 | 0 | 20 |
| GLM 5.3 Flash | 4.85 | $0.006 | 0 | 20 |
| GPT 6.1 Terra Pro | 4.85 | $0.13 | 0 | 20 |
| Claude Fable 5.2 | 4.85 | $1.69 | 0 | 20 |
| Flint (free) | 4.90 | $0.00 | 0 | 21 |
| Seed 2.1 Turbo | 4.94 | $0.07 | 0 | 22 |
| Hy4 | 4.94 | $0.03 | 0 | 22 |
| MiniMax M3.1 Flash | 4.99 | $0.025 | 0 | 23 |
| Particle 1 | 5.03 | $0.018 | 0 | 24 |
| MiMo V2.6 Flash | 5.27 | $0.009 | 0 | 31 |
| Step 3.7 Flash | 5.33 | $0.017 | 0 | 33 |
| DeepSeek V4 Pro 0813 | 5.60 | $0.07 | 0 | 44 |
| Gemini 4 Argon | 5.62 | $0.17 | 0 | 45 |
| Kimi K2.7 Code | 5.67 | $0.08 | 0 | 47 |
| GLM 5.3 | 5.72 | $0.16 | 0 | 50 |
| LongCat 2.0 | 5.95 | $0.02 | 0 | 63 |
| MiMo V2.6 Pro | 6.16 | $0.03 | 0 | 79 |
| Solar Pro 4 | 6.26 | $0.002 | 0 | 88 |
| Claude Haiku 5.5 | 6.44 | $0.014 | 0 | 14 |
| Solar Mini 4 | 6.51 | $0.0027 | 0 | 15 |
| Kimi K3.1 Pro | 7.06 | $0.48 | 0 | 26 |
| Gemini 4 Carbon | 7.06 | $0.24 | 0 | 26 |
| Claude Sonnet 5.5 | 7.21 | $0.30 | 0 | 30 |
| Qwen3.8 Max (0902) | 7.41 | $0.21 | 0 | 37 |
| Claude Opus 5.5 | 7.58 | $0.53 | 0 | 44 |
| Qwen3.8 27B | 7.76 | $0.13 | 0 | 53 |
| Ling 3.0 Flash | 7.98 | $0.0006 | 0 | 12 |
| Codestral 2508 | 8.28 | $0.005 | 0 | 15 |
| Gemma 4 26B A4B | 8.53 | $0.002 | 1 | 5 |
| GPT 5.4 Mini | 8.71 | $0.03 | 1 | 6 |
| Qwen3.8 2.4T A95B | 8.90 | $0.27 | 0 | 23 |
| Qwen3.7 Plus | 9.28 | $0.014 | 1 | 11 |
| MiniMax M3 | 9.37 | $0.013 | 1 | 12 |
| gpt oss 120b | 9.70 | $0.0034 | 1 | 17 |
| Muse Spark 1.3 | 9.75 | $0.07 | 1 | 18 |
| Ember 1 | 9.87 | $0.51 | 0 | 168 |
| Gemini 4 Hydrogen | 9.90 | $0.18 | 1 | 21 |
| Ripple 65B Preview | 10.48 | $0.004 | 0 | 25 |
| Muse Ember | 10.54 | $0.01 | 1 | 41 |
| Mistral Large 4 | 10.75 | $0.21 | 0 | 52 |
| Nemotron 3.5 Super VL | 11.26 | $0.005 | 0 | 19 |
| Mistral Medium 3.5 | 12.05 | $0.04 | 1 | 7 |
| Nemotron 3 Ultra | 13.14 | $0.06 | 1 | 29 |
| Gemini 3.8 Flash | 13.89 | $0.09 | 2 | 27 |
| Beam 1.0 501B A23B | 13.96 | $0.013 | 2 | 29 |
| Muse Wonder | 14.42 | $0.23 | 2 | 47 |
| Muse Spark Open | 16.86 | $0.05 | 3 | 61 |
| Gemini 3.5 Flash Lite | 18.02 | $0.033 | 2 | 35 |
| Mistral Small 4 | 18.44 | $0.006 | 2 | 17 |
| Grok Build 0.1 | 18.62 | $0.04 | 1 | 29 |
| Muse Glimmer 30B | 18.91 | $0.009 | 8 | 2 |
| Inkling | 26.08 | $0.05 | 5 | 19 |