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PromptToProd

Build my AI stack

Tell us what you're building and we'll pick one top-ranked tool for every layer, from prompt to production (including email and analytics). Picks come straight from our evidence-based scores; sponsors can't buy a spot here.

What are you building?
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If no open-source option exists for a layer, we show the best overall and say so.

Average stack score: 89/100
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AI coding editors & agents

Open-source AI coding agent for the terminal, desktop and IDE

Free tier: Yes: 100% free to use, with a set of free models that work without an account

Runners-up: OpenAI Codex (86), Kilo Code (83)

All OpenCode alternatives →
Databases & backends

Open-source Postgres development platform

Free tier: Yes: 2 projects, 500 MB DB, 50K MAU, 1 GB storage (pauses after 1 week idle)

Runners-up: Neon (86), Convex (84)

All Supabase alternatives →
Auth

User management and authentication

Free tier: Yes: 50,000 monthly retained users per app

Runners-up: Better Auth (86), Supabase Auth (85)

All Clerk alternatives →
Payments

Payments infrastructure

Free tier: No monthly fee (pay per transaction)

Runners-up: Polar (82), RevenueCat (79)

All Stripe alternatives →
Email & transactional

Email API for developers

Free tier: Yes: 3,000 transactional emails/mo (100/day), 1,000 marketing contacts

Runners-up: Loops (79), Postmark (76)

All Resend alternatives →
Analytics & monitoring

Product analytics, session replay and feature flags in one

Free tier: Yes: generous free tier that resets monthly (1M events, 5K replays, 1M flag requests, 100K exceptions); no credit card required on Free

Runners-up: Sentry (84), Umami (84)

All PostHog alternatives →
Hosting & deploy

Frontend cloud for deploying web apps

Free tier: Yes: Hobby plan for personal, non-commercial projects

Runners-up: Cloudflare Workers (82), Railway (80)

All Vercel alternatives →
Testing & code review

Open-source end-to-end browser testing

Free tier: Yes: free Apache-2.0 framework

Runners-up: Cypress (88), Vitest (87)

All Playwright alternatives →

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How it works: for each layer we take the highest-scoring tool that matches your filters. "Start free" keeps tools with a free tier or no monthly fee (payments providers charge per transaction). Some outbound links are affiliate links marked rel="sponsored"; they never change the picks. Scores last verified October 2026.