🏗️ Architectural Benchmark — Framework Battle

Gatsby vs Astro

Aggregate AI readiness comparison across 4098 production sites. This compares all sites built on each framework, not the framework websites themselves.

Gatsby
44
Avg ACRI Score
3131 sites analyzed
VS
Astro
44
Avg ACRI Score
967 sites analyzed
🏆 Astro wins 4 of 8 metrics (2 to Gatsby, 2 ties)

📊 Visual Comparison

Gatsby   Astro

🎯 ACRI Score
44.0
43.6
🤖 AI Readiness
64.0
69.1
📊 Token Bloat
61.6×
49.2×
👻 Ghost Ratio
5%
5%
🏷️ Schema Coverage
1.9
0.9
📋 Schema Adoption
31%
32%
🔓 GPTBot Access
93%
93%
📐 Structure Score
5.7
6.3

The data is in: Astro sites generally achieve better AI readiness than Gatsby sites. Based on 4098 domains, Astro wins 4 of 8 categories. Astro delivers a 20% leaner Token Bloat ratio (49.2× vs 61.6×), meaning AI systems can extract content more cost-effectively from Astro-powered sites. On schema coverage, Gatsby averages 1.9 structured data types per site vs 0.9 for Astro—2.1× more out-of-the-box schema markup. Note: These are aggregate statistics across 3131 Gatsby and 967 Astro production deployments. Your specific implementation may differ—run a free scan to check.

📋 Metric-by-Metric Breakdown

Metric Gatsby (n=3131) Astro (n=967) Δ% Winner
🎯 ACRI Score 44.0 43.6 1% TIE
🤖 AI Readiness 64.0 69.1WIN 7% Astro
📊 Token Bloat 61.6× 49.2×WIN 20% Astro
👻 Ghost Ratio 5%WIN 5% 2% Gatsby
🏷️ Schema Coverage 1.9WIN 0.9 53% Gatsby
📋 Schema Adoption 31% 32%WIN 2% Astro
🔓 GPTBot Access 93% 93% 0% TIE
📐 Structure Score 5.7 6.3WIN 10% Astro

Gatsby Aggregate Stats

Sites Analyzed3131
Avg ACRI44.0
Median ACRI44.0
ACRI Stddev±13.6
Avg Token Bloat61.6×
Median Token Bloat18.0×
Avg Ghost Ratio5%
Avg Schema Count1.9
GPTBot Blocked7%

Astro Aggregate Stats

Sites Analyzed967
Avg ACRI43.6
Median ACRI44.0
ACRI Stddev±12.2
Avg Token Bloat49.2×
Median Token Bloat24.5×
Avg Ghost Ratio5%
Avg Schema Count0.9
GPTBot Blocked7%

🔍 How Does Your Implementation Compare?

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

🏗️ More Framework Battles

Explore more architectural benchmarks:

View All Framework Battles →