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Side-by-side features, use cases and pricing — because the right pick depends on your job and budget, not just the ranking.

Autonoma logo
Autonoma
✓ verifiedFreemium

Open-source testing platform where AI agents drive your app end-to-end to catch regressions on every PR, no test code needed.

72K visits/mo9.3K saves
Convex logo
Convex
✓ verifiedFreemium

TypeScript backend-as-a-service with a reactive database, server functions, auth and file storage for full-stack and AI apps.

692K visits/mo20K saves
LightOn logo
LightOn
✓ verifiedFreemium

Production RAG API for developers: parse, extract and search documents with SOTA OCR and cited retrieval, cloud or on-prem.

29K visits/mo
CodeFast logo
CodeFast
✓ verifiedPaid

Beginner-friendly online course teaching entrepreneurs to build and launch a real SaaS in about 14 days using web basics and AI.

53K visits/mo
Interview Coder logo
Interview Coder
✓ verifiedFreemium

Undetectable desktop AI assistant that feeds real-time answers during coding and technical interviews.

167K visits/mo
Pricing
Free & pay-as-you-go: $0 to start (100K credits free, then $100 per 150K credits)
Self-hosted: $0 (free forever, unlimited)
Free & Starter: $0/mo (pay-as-you-go, 1-6 developers)
Professional: $25/developer/mo
Business & Enterprise: $2,500/mo minimum
Starter: Free + usage (parsing €0.002/page)
Business: €149/mo + usage (100 GB storage, unlimited users)

Free trial available

No public pricing

No public pricing

Core features
  • AI agents navigate your app in real browsers
  • One-command setup that maps flows and drafts tests
  • SDK to seed and tear down real data
  • Runs on every PR against preview deploys
  • No test code required
  • Open-source with a self-hosted option
  • Integrates with GitHub, Vercel and Linear
  • Reactive real-time database
  • TypeScript server functions (queries/mutations/actions)
  • Built-in authentication
  • Cron jobs and backend workflows
  • File storage, text and vector search
  • ACID transactions; open-source/self-host
  • Parse endpoint with SOTA OCR (LightOnOCR-2)
  • Extract endpoint for schema-based JSON
  • Search endpoint with hybrid retrieval and citations
  • MCP-native and LLM-agnostic
  • Workspaces and chunk-level access control
  • On-prem, VPC or air-gapped deployment
  • ~12 hours of structured video lessons
  • Web fundamentals (HTML, CSS, JavaScript)
  • Build a real SaaS with Next.js, React, Tailwind, MongoDB
  • Authentication (magic link, Google OAuth)
  • Stripe and LemonSqueezy subscriptions
  • Deployment, domains, DNS and hosting
  • AI-assisted coding and design, Git/GitHub
  • Real-time AI answers during technical interviews
  • Invisible to screen sharing and recording
  • Hidden from dock, tray and activity monitor
  • Click-through overlay
  • Live audio capture and transcription
  • Lifetime unlimited access license
Use cases
  • Catching regressions before merging PRs
  • End-to-end testing without writing scripts
  • QA for fast-shipping product teams
  • Self-hosted testing on your own infrastructure
  • Building real-time reactive apps
  • Backends for AI agents
  • Replacing Firebase or Supabase
  • Full-stack TypeScript development
  • Build production RAG without a long in-house pipeline
  • OCR and structure scanned documents
  • Grounded document search with citations for agents
  • Deploy secure enterprise document intelligence
  • Learn to code as a founder
  • Build and launch a first SaaS
  • Ship an MVP quickly
  • Add payments and auth to an app
  • Getting live help on coding interview problems
  • Answering technical questions in real time
  • Avoiding detection during screen-shared interviews
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