Automotive

Tested

  • Avg AIMAC Debt 7.08
  • Avg Cost $0.14
  • Models Tested 37
  • Zero Debt 2
  • Avg Violations 14.2

Insights for Automotive

  • 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 #11 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 75.5% fewer detected issues than real Automotive websites (14.2 axe-core violations vs 57.8 WAVE errors).
View as:

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

Claude Haiku 4.5

AIMAC Debt: 5.27
Cost: $0.07

Claude Opus 4.5

AIMAC Debt: 6.02
Cost: $0.55

Claude Sonnet 4.5

AIMAC Debt: 3.05
Cost: $0.24

Codestral 2508

AIMAC Debt: 9.10
Cost: $0.006

DeepSeek V3.2

AIMAC Debt: 8.37
Cost: $0.003

DeepSeek V3.2 Speciale

AIMAC Debt: 3.05
Cost: $0.006

Devstral 2 2512

AIMAC Debt: 4.00
Cost: $0.004

Gemini 2.5 Flash Lite

AIMAC Debt: 3.05
Cost: $0.004

Gemini 3 Flash Preview

AIMAC Debt: 15.85
Cost: $0.02

Gemini 3 Pro Preview

AIMAC Debt: 17.99
Cost: $0.13

GLM 4.5 Air

AIMAC Debt: 17.71
Cost: $0.01

GLM 4.7

AIMAC Debt: 3.98
Cost: $0.017

GLM 4.7 Flash

AIMAC Debt: 7.12
Cost: $0.004

GPT 5 Mini

AIMAC Debt: 27.66
Cost: $0.02

GPT 5.1 Codex Mini

AIMAC Debt: 10.36
Cost: $0.012

GPT 5.2

AIMAC Debt: 0.00
Cost: $0.23

GPT 5.2 Codex

AIMAC Debt: 3.71
Cost: $0.07

GPT 5.2 Pro

AIMAC Debt: 3.53
Cost: $3.29

gpt oss 120b

AIMAC Debt: 9.70
Cost: $0.004

Grok 4.1 Fast

AIMAC Debt: 4.64
Cost: $0.003

KAT Coder Pro V1

AIMAC Debt: 4.28
Cost: $0.009

Kimi K2 0905

AIMAC Debt: 4.19
Cost: $0.014

Kimi K2 Thinking

AIMAC Debt: 5.58
Cost: $0.025

MiniMax M1

AIMAC Debt: 4.19
Cost: $0.03

MiniMax M2.1

AIMAC Debt: 0.00
Cost: $0.01

Mistral Large 3 2512

AIMAC Debt: 20.23
Cost: $0.016

Mistral Medium 3.1

AIMAC Debt: 3.85
Cost: $0.017

Mistral Small 3.2 24B

AIMAC Debt: 4.09
Cost: $0.002

Nova 2 Lite

AIMAC Debt: 7.28
Cost: $0.015

o3

AIMAC Debt: 2.00
Cost: $0.04

o4 Mini

AIMAC Debt: 4.44
Cost: $0.045

Qwen3 235B A22B Instruct 2507

AIMAC Debt: 7.29
Cost: $0.009

Qwen3 Coder 480B A35B

AIMAC Debt: 3.05
Cost: $0.01

Qwen3 Coder Flash

AIMAC Debt: 9.03
Cost: $0.012

Qwen3 Coder Plus

AIMAC Debt: 4.51
Cost: $0.024

Qwen3 Max

AIMAC Debt: 8.96
Cost: $0.04

R1

AIMAC Debt: 4.75
Cost: $0.02

Model Results

AIMAC Debt:The model's accessibility debt for this category (lower = better)
Model rankings for this category showing scores and violation counts
lower = better in usd
GPT 5.2 0.00 $0.23 0 0
MiniMax M2.1 0.00 $0.01 0 0
o3 2.00 $0.04 0 1
Qwen3 Coder 480B A35B 3.05 $0.01 0 3
Claude Sonnet 4.5 3.05 $0.24 0 3
DeepSeek V3.2 Speciale 3.05 $0.006 0 3
Gemini 2.5 Flash Lite 3.05 $0.004 0 3
GPT 5.2 Pro 3.53 $3.29 0 5
GPT 5.2 Codex 3.71 $0.07 0 6
Mistral Medium 3.1 3.85 $0.017 0 7
GLM 4.7 3.98 $0.017 0 8
Devstral 2 2512 4.00 $0.004 0 4
Mistral Small 3.2 24B 4.09 $0.002 0 9
MiniMax M1 4.19 $0.03 0 10
Kimi K2 0905 4.19 $0.014 0 10
KAT Coder Pro V1 4.28 $0.009 0 11
o4 Mini 4.44 $0.045 0 13
Qwen3 Coder Plus 4.51 $0.024 0 14
Grok 4.1 Fast 4.64 $0.003 0 16
R1 4.75 $0.02 0 18
Claude Haiku 4.5 5.27 $0.07 0 31
Kimi K2 Thinking 5.58 $0.025 0 43
Claude Opus 4.5 6.02 $0.55 0 68
GLM 4.7 Flash 7.12 $0.004 0 8
Nova 2 Lite 7.28 $0.015 0 13
Qwen3 235B A22B Instruct 2507 7.29 $0.009 0 9
DeepSeek V3.2 8.37 $0.003 0 16
Qwen3 Max 8.96 $0.04 0 21
Qwen3 Coder Flash 9.03 $0.012 0 28
Codestral 2508 9.10 $0.006 0 30
gpt oss 120b 9.70 $0.004 1 17
GPT 5.1 Codex Mini 10.36 $0.012 1 34
Gemini 3 Flash Preview 15.85 $0.02 2 8
GLM 4.5 Air 17.71 $0.01 5 4
Gemini 3 Pro Preview 17.99 $0.13 3 7
Mistral Large 3 2512 20.23 $0.016 3 19
GPT 5 Mini 27.66 $0.02 8 2