Home Qwen: Qwen3 235B A22B Instruct 2507

Qwen: Qwen3 235B A22B Instruct 2507

via Cerebras · Tested

  • Rank #27
  • Median Debt 7.54
  • Total Cost $0.26
  • Em Dashes 127

Key Insights

  • What trips this model up: Elements must meet minimum color contrast ratio thresholds (26x). Links must have discernible text (17x). Links must be distinguishable without relying on color (5x)
  • AIMAC Debt range: 2.00 (best) to 25.56 (worst) across 28 categories.
  • Sparse and jumpy: 26KB pages, 127 em dashes. Minimal output with high variance. Some categories get sparse HTML, others don't.

Results by Category

View as:

Click a screenshot to view the generated HTML page, or click the category name for detailed results and prompts.

View Arts and Entertainment page

Arts and Entertainment

AIMAC Debt: 2.00
Cost: $0.011
View Automotive page

Automotive

AIMAC Debt: 7.29
Cost: $0.009
View Business page

Business

AIMAC Debt: 11.29
Cost: $0.008
View Careers page

Careers

AIMAC Debt: 2.00
Cost: $0.01
View Education page

Education

AIMAC Debt: 7.64
Cost: $0.011
View Family and Parenting page

Family and Parenting

AIMAC Debt: 14.58
Cost: $0.01
View Food and Drink page

Food and Drink

AIMAC Debt: 9.06
Cost: $0.009
View Gambling Casinos page

Gambling Casinos

AIMAC Debt: 6.00
Cost: $0.01
View Gaming page

Gaming

AIMAC Debt: 2.66
Cost: $0.009
View Government page

Government

AIMAC Debt: 25.56
Cost: $0.01
View Health and Fitness page

Health and Fitness

AIMAC Debt: 4.51
Cost: $0.008
View Hobbies and Interests page

Hobbies and Interests

AIMAC Debt: 6.51
Cost: $0.01
View Home and Garden page

Home and Garden

AIMAC Debt: 4.51
Cost: $0.01
View Law Government and Politics page

Law Government and Politics

AIMAC Debt: 7.98
Cost: $0.01
View News Weather Information page

News Weather Information

AIMAC Debt: 6.81
Cost: $0.008
View Non Profit Charity page

Non Profit Charity

AIMAC Debt: 11.17
Cost: $0.01
View Personal Finance page

Personal Finance

AIMAC Debt: 2.66
Cost: $0.008
View Pets page

Pets

AIMAC Debt: 23.72
Cost: $0.009
View Real Estate page

Real Estate

AIMAC Debt: 14.06
Cost: $0.01
View Religion and Spirituality page

Religion and Spirituality

AIMAC Debt: 7.44
Cost: $0.01
View Science page

Science

AIMAC Debt: 13.05
Cost: $0.01
View Shopping page

Shopping

AIMAC Debt: 4.00
Cost: $0.01
View Social Media page

Social Media

AIMAC Debt: 8.19
Cost: $0.01
View Society page

Society

AIMAC Debt: 4.85
Cost: $0.01
View Sports page

Sports

AIMAC Debt: 8.37
Cost: $0.009
View Style and Fashion page

Style and Fashion

AIMAC Debt: 16.28
Cost: $0.009
View Technology and Computing page

Technology and Computing

AIMAC Debt: 4.00
Cost: $0.01
View Travel page

Travel

AIMAC Debt: 22.97
Cost: $0.01

Click a category to see detailed results, prompts, and Axe reports.

lower = better in usd
Arts and Entertainment 2.00 $0.011 0 1 31KB
Automotive 7.29 $0.009 0 9 24KB
Business 11.29 $0.008 0 13 23KB
Careers 2.00 $0.01 0 1 27KB
Education 7.64 $0.011 0 9 32KB
Family and Parenting 14.58 $0.01 1 47 27KB
Food and Drink 9.06 $0.009 0 29 24KB
Gambling Casinos 6.00 $0.01 0 5 27KB
Gaming 2.66 $0.009 0 2 22KB
Government 25.56 $0.01 2 19 31KB
Health and Fitness 4.51 $0.008 0 14 22KB
Hobbies and Interests 6.51 $0.01 0 15 24KB
Home and Garden 4.51 $0.01 0 14 30KB
Law Government and Politics 7.98 $0.01 0 12 28KB
News Weather Information 6.81 $0.008 0 8 23KB
Non Profit Charity 11.17 $0.01 0 26 25KB
Personal Finance 2.66 $0.008 0 2 23KB
Pets 23.72 $0.009 6 28 26KB
Real Estate 14.06 $0.01 1 29 28KB
Religion and Spirituality 7.44 $0.01 0 15 29KB
Science 13.05 $0.01 2 3 30KB
Shopping 4.00 $0.01 0 4 25KB
Social Media 8.19 $0.01 0 14 31KB
Society 4.85 $0.01 0 20 26KB
Sports 8.37 $0.009 0 16 23KB
Style and Fashion 16.28 $0.009 2 9 25KB
Technology and Computing 4.00 $0.01 0 4 26KB
Travel 22.97 $0.01 3 20 25KB
Debt based on accessibility violations. See our Methodology for details.
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