Infrastructure software with Twin Scores
The substrate under products: databases, auth, hosting, and global networks. Agent scores rise when there is a real API, a CLI, typed SDKs, and docs that an LLM can follow without guessing. This category page is for humans; agent capability matrices live on the twin site under the same slugs.
Products
Editorial set, not a paid ranking
GitHub
Human91
Agent94
GitLab
Human82
Agent90
Vercel
Human88
Agent87
Netlify
Human80
Agent82
Supabase
Human86
Agent93
Neon
Human81
Agent92
PlanetScale
Human78
Agent90
Cloudflare
Human80
Agent93
Amazon Web Services
Human64
Agent91
Resend
Human85
Agent94
Auth0
Human76
Agent90
Clerk
Human88
Agent86
Railway
Human84
Agent82
Render
Human83
Agent80
Firebase
Human82
Agent85
Datadog
Human77
Agent91