Honest comparison

Every AI app builder, compared.

We built Chorus because we saw the same gap in every tool: they all help you build, but none help you evolve. Here's the full picture.

The tools

Chorus

That's us

Apps that evolve from user feedback

Free + BYOK · ~$1-5 per app built

Strengths

  • Full-stack: build + deploy + maintain
  • Feedback widget auto-improves your app
  • AI team with specialized agents
  • Quality gates prevent broken deploys
  • BYOK — no markup, full cost transparency
  • You own all code, hosting, and data
  • Free credits to explore on signup

Weaknesses

  • Newer — smaller template ecosystem
  • Next.js + Supabase only (for now)
  • Web apps only (no mobile)

Best for: People who want apps that get better on their own, without managing the process.

Lovable

React apps from plain English

$25/mo · ~150 credits/mo

Strengths

  • Clean React/TypeScript output
  • Good component architecture
  • GitHub export for developer handoff
  • Visual editing mode

Weaknesses

  • Error loops burn credits fast
  • Supabase setup is confusing for non-devs
  • No post-deployment feedback loop
  • No built-in hosting or continuous deploy
  • App is frozen after export

Best for: Prototyping for investor demos. Hand off to real developers later.

Replit

Cloud IDE with AI Agent

$25/mo + usage · Unpredictable burn

Strengths

  • Zero-setup cloud environment
  • Agent 3 is genuinely autonomous
  • 50+ language support
  • Built-in database and hosting

Weaknesses

  • Removed free AI Assistant (Jan 2026)
  • Credit consumption unpredictable
  • Developer-oriented — overwhelming for non-devs
  • No end-user feedback mechanism
  • Agent makes unwanted changes

Best for: Developers who want a cloud IDE with an AI pair programmer.

Bolt.new

In-browser AI with full terminal

$25/mo · 10M tokens/mo

Strengths

  • WebContainers — full environment in browser
  • AI has filesystem, npm, and terminal access
  • Maximum framework flexibility
  • Token rollover on Pro plan

Weaknesses

  • Debugging can cost $1,000+ in tokens
  • AI diverges from its own plans
  • No built-in database or hosting
  • Token pricing is opaque and unpredictable
  • No post-deployment story at all

Best for: Developers who need framework flexibility and don't mind managing infrastructure.

v0

Beautiful Next.js UI from prompts

$20/mo · ~30-60 generations

Strengths

  • Best-looking UI output in the market
  • One-click Vercel deployment
  • Clean shadcn/ui + Tailwind code
  • Good for prototyping frontends

Weaknesses

  • Frontend-focused — weak on backend
  • Need separate Supabase, Auth0, etc. ($75-150/mo extra)
  • No app lifecycle management
  • Limited for full-stack applications
  • Locked to Vercel ecosystem

Best for: Generating beautiful frontend prototypes that developers will wire up.

Cursor

AI-native code editor

$20-60/mo · $60 recommended tier

Strengths

  • Best-in-class for professional devs
  • Multi-file refactoring with clear diffs
  • Deep codebase indexing
  • Broad model selection

Weaknesses

  • Not for non-technical users at all
  • No deployment, hosting, or lifecycle
  • Expensive at the recommended tier ($60/mo)
  • Performance issues on large codebases
  • It's an editor, not a platform

Best for: Professional developers coding 4+ hours daily who want AI assistance.

Feature-by-feature

The comparison nobody else in this space wants to publish.

FeatureChorusLovableReplitBoltv0Cursor
Build from natural language
Full-stack (frontend + backend + DB)Partial
Automatic deployment
Embedded feedback widget
Auto-implement user feedback
Quality gates (type check, test, verify)Partial
Continuous improvement loop
Specialized AI agents (Lead, Dev, QA)
Predictable pricing (no token burn)
You own all code and infrastructure
Non-technical user friendly
50+ language support

The gap every competitor shares

Look at the feature matrix above. See the section in the middle — feedback collection, auto-implementation, continuous improvement, quality gates?

Every column except Chorus is empty.

That's not cherry-picking. That's the fundamental architectural difference. Every other tool in this space follows the same model: help you build, then walk away. Your relationship with the tool ends at deployment.

Chorus is the only platform where the app continues to evolve after deployment, driven by real feedback from the people who actually use it.

We're not saying the other tools are bad. They're good at what they do. We're saying they're solving half the problem. Building software is the easy part. Keeping it alive is the hard part.

The true cost of running an app

“$25/month” is the subscription. Here's what you actually spend.

Lovable / Bolt / v0

Builder subscription$25/mo
Vercel hosting$20/mo
Supabase database$25/mo
Auth provider$0-30/mo
Credit/token overages$0-500+
Real monthly cost$70 — $600+

Chorus

Chorus platformFree
Vercel hosting (free tier)$0
Supabase database (free tier)$0
Anthropic API (your key, no markup)~$3
Overages / surprisesNone
Real monthly cost~$3. Total.

Free credits on signup — no API key needed to start

Build something that keeps getting better.

Free during early access. No credit card. No token limits. No surprises.