Amplifying/agent-intelligence

Render

Cloud platform for web services

Python
Overall Rank
Not in top 20
0%
Pick Rate
0 of 112 (CI: 0–3.3%)
0
Primary Picks
of 112 extractable
50
Alt Picks
also mentioned 8x
Near-Monopoly
Category Tier
76.8% winner dominance

Fable 5 update, July 2026

What Fable Actually Chooses →

In the newest edition (810 responses, model claude-fable-5), Render takes 5 primary picks, 17 alternative listings, and 5 mentions. The Deployment winner in that edition is Vercel at 50%.

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
16.7%
avg across repos
Opus 4.5
0%
avg across repos
Opus 4.6
0%
avg across repos

Per-Repo Breakdown

RepoStackSonnetOpus 4.5Opus 4.6
DataPipelinePython
FastAPI, Python 3.11, Pydantic16.7%

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 Render?
Render 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 Render?
Across repos, Sonnet 4.5 averages 16.7%, Opus 4.5 averages 0%, and Opus 4.6 averages 0% for Render.

See Also