OpenAI: gpt oss 120b Pareto optimal.
via Cerebras · Tested
Badges: 🅿️ Pareto Optimal (best debt-to-cost ratio)
- Rank #12
- Median Debt 4.51
- Total Cost $0.10
- Em Dashes 40
Key Insights
- What trips this model up: Elements must meet minimum color contrast ratio thresholds (22x). All touch targets must be 24px large, or leave sufficient space (8x). Links must be distinguishable without relying on color (3x)
- AIMAC Debt range: 0.00 (best) to 14.02 (worst) across 28 categories.
- Sparse and jumpy: 17KB pages, 40 em dashes. Minimal output with high variance. Some categories get sparse HTML, others don't.
Results by Category
Click a screenshot to view the generated HTML page, or click the category name for detailed results and prompts.
Click a category to see detailed results, prompts, and Axe reports.
| lower = better | in usd | ||||
|---|---|---|---|---|---|
| Arts and Entertainment | 8.71 | $0.004 | 1 | 6 | |
| Automotive | 9.70 | $0.004 | 1 | 17 | |
| Business | 3.85 | $0.004 | 0 | 7 | |
| Careers | 0.00 | $0.004 | 0 | 0 | |
| Education | 4.00 | $0.004 | 0 | 4 | |
| Family and Parenting | 8.05 | $0.003 | 1 | 3 | |
| Food and Drink | 3.32 | $0.0034 | 0 | 4 | |
| Gambling Casinos | 3.00 | $0.004 | 0 | 2 | |
| Gaming | 0.00 | $0.0034 | 0 | 0 | |
| Government | 9.51 | $0.0036 | 0 | 20 | |
| Health and Fitness | 3.32 | $0.003 | 0 | 4 | |
| Hobbies and Interests | 4.90 | $0.004 | 0 | 21 | |
| Home and Garden | 3.53 | $0.003 | 0 | 5 | |
| Law Government and Politics | 7.68 | $0.004 | 0 | 12 | |
| News Weather Information | 8.64 | $0.003 | 0 | 10 | |
| Non Profit Charity | 5.00 | $0.0035 | 0 | 3 | |
| Personal Finance | 4.09 | $0.0036 | 0 | 9 | |
| Pets | 4.19 | $0.004 | 0 | 10 | |
| Real Estate | 14.02 | $0.0034 | 1 | 16 | |
| Religion and Spirituality | 8.71 | $0.003 | 1 | 6 | |
| Science | 6.53 | $0.004 | 0 | 7 | |
| Shopping | 10.10 | $0.004 | 0 | 34 | |
| Social Media | 0.00 | $0.003 | 0 | 0 | |
| Society | 4.51 | $0.004 | 0 | 14 | |
| Sports | 2.00 | $0.003 | 0 | 1 | |
| Style and Fashion | 4.51 | $0.003 | 0 | 14 | |
| Technology and Computing | 6.98 | $0.0034 | 0 | 10 | |
| Travel | 3.85 | $0.004 | 0 | 7 | |
| Debt based on accessibility violations. See our Methodology for details. | |||||