🏗️ Architectural Benchmark — Framework Battle

Express vs Django

Aggregate AI readiness comparison across 49901 production sites. This compares all sites built on each framework, not the framework websites themselves.

Express
49
Avg ACRI Score
48633 sites analyzed
VS
Django
48
Avg ACRI Score
1268 sites analyzed
⚖️ It's a Tie! Both frameworks show similar aggregate AI readiness.

📊 Visual Comparison

Express   Django

🎯 ACRI Score
49.1
47.5
🤖 AI Readiness
56.7
64.3
📊 Token Bloat
170.0×
7.3×
👻 Ghost Ratio
11%
0%
🏷️ Schema Coverage
1.1
0.6
📋 Schema Adoption
21%
15%
🔓 GPTBot Access
78%
90%
📐 Structure Score
9.2
7.2

Our analysis of 49901 sites reveals that Express and Django are evenly matched across AI visibility metrics—a tie in the framework wars. Django delivers a 96% leaner Token Bloat ratio (7.3× vs 170.0×), meaning AI systems can extract content more cost-effectively from Django-powered sites. On schema coverage, Express averages 1.1 structured data types per site vs 0.6 for Django—1.8× more out-of-the-box schema markup. Server-side rendering favors Django with a ghost ratio of 0% compared to 11% for Express. Note: These are aggregate statistics across 48633 Express and 1268 Django production deployments. Your specific implementation may differ—run a free scan to check.

📋 Metric-by-Metric Breakdown

Metric Express (n=48633) Django (n=1268) Δ% Winner
🎯 ACRI Score 49.1WIN 47.5 3% Express
🤖 AI Readiness 56.7 64.3WIN 12% Django
📊 Token Bloat 170.0× 7.3×WIN 96% Django
👻 Ghost Ratio 11% 0%WIN 100% Django
🏷️ Schema Coverage 1.1WIN 0.6 45% Express
📋 Schema Adoption 21%WIN 15% 27% Express
🔓 GPTBot Access 78% 90%WIN 13% Django
📐 Structure Score 9.2WIN 7.2 21% Express

Express Aggregate Stats

Sites Analyzed48633
Avg ACRI49.1
Median ACRI50.0
ACRI Stddev±14.7
Avg Token Bloat170.0×
Median Token Bloat4.7×
Avg Ghost Ratio11%
Avg Schema Count1.1
GPTBot Blocked22%

Django Aggregate Stats

Sites Analyzed1268
Avg ACRI47.5
Median ACRI50.0
ACRI Stddev±15.0
Avg Token Bloat7.3×
Median Token Bloat3.6×
Avg Ghost Ratio0%
Avg Schema Count0.6
GPTBot Blocked10%

🔍 How Does Your Implementation Compare?

These are aggregate stats across thousands of sites. Your specific Express or Django implementation may outperform or underperform the average.

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