Amplifying/ai-benchmarks

AWS Amplify

AWS hosting platform for web and mobile apps

Overall Rank
Not in top 20
0%
Pick Rate
0 of 112 (CI: 0–3.3%)
0
Primary Picks
of 112 extractable
0
Alt Picks
also mentioned 24x
Near-Monopoly
Category Tier
76.8% winner dominance

In Deployment

Full comparison →
Vercel86/112 (76.8%) CI: 68.2–83.6%
Railway32/112 (28.6%) CI: 21–37.5%

By Model

Sonnet 4.5
0%
avg across repos
Opus 4.5
0%
avg across repos
Opus 4.6
0%
avg across repos

Key Insight

Vercel is unanimous for Next.js (100%) and React SPA (100%). Railway dominates Python (82%). Traditional cloud providers received zero primary picks. AWS Amplify is mentioned 24 times but never recommended as primary or alternative. Netlify (67 alt picks), Render (50), Fly.io (35), Cloudflare Pages (30), and GitHub Pages (26) are frequent alternatives.

Frequently Asked Questions

Does Claude Code recommend AWS Amplify?
AWS Amplify appears in 0% of Deployment responses. The category leader is Vercel at 76.8%.
What deployment tool does Claude Code prefer?
Vercel leads at 76.8%. The category is classified as "Near-Monopoly" (>75% dominance).
How do different Claude models compare on AWS Amplify?
Across repos, Sonnet 4.5 averages 0%, Opus 4.5 averages 0%, and Opus 4.6 averages 0% for AWS Amplify.

See Also