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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.

Gumloop logo
Gumloop
✓ verifiedFreemium

No-code platform for building and running AI agents that automate work across data, sales and support tasks.

701K visits/mo
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
Rocket logo
Rocket
✓ verifiedFreemium

AI 'vibe coding' platform (formerly DhiWise, now Rocket.new) that turns a text prompt into full-stack web and mobile apps.

204K visits/mo
Composer logo
Composer
✓ verifiedFreemium

No-code automated trading platform, now part of SoFi, to build, AI-generate, backtest and auto-execute stock and ETF strategies.

278K visits/mo13K saves
Makeform logo
Makeform
✓ verifiedFreemium

Chat-based AI form builder that generates forms with logic and design; free unlimited forms suit creators and small teams.

202K visits/mo
Pricing
Pro: $37/month (20k+ credits/month, unlimited seats)
Free & pay-as-you-go: $0 to start (100K credits free, then $100 per 150K credits)
Self-hosted: $0 (free forever, unlimited)
Free: $0/mo (20 credits)
Pro: $25/mo (100 monthly credits)
Rocket Total: $50/mo (250 monthly credits)
Booster Total: $250/mo (1,500 monthly credits)
Trading Pass: $32/mo billed annually ($384/yr, unlimited automated trading)

Free trial available

Free: $0/mo
Pro: $19/mo (billed $228/year)
Business: $59/mo (billed $708/year)
Core features
  • Visual canvas to orchestrate multi-agent workflows
  • Prebuilt specialized agents (data, support, CRM, sales)
  • Access to many AI models with no vendor lock-in
  • Slack, Teams and email agent interaction
  • Recurring/scheduled tasks and triggers
  • Enterprise security: RBAC, VPC, audit logs, spend controls
  • 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
  • Prompt-to-app full-stack generation
  • Auto-generated backend, database and auth
  • Choice of frameworks; you own the code
  • One-click deploy (Netlify, GitHub sync, custom domain)
  • Templates to reduce token use
  • Mobile app generation
  • AI-assisted natural-language strategy creation
  • No-code visual strategy editor
  • Backtesting and portfolio analytics
  • Automated execution and rebalancing
  • Prebuilt and community strategy library
  • Retirement (IRA) account support
  • AI form generation from a chat prompt
  • 30+ field types including payments, signatures, and file uploads
  • Conditional logic, branching, calculations, and answer piping
  • Design customization with themes, custom CSS, and custom domains
  • Embed, popup, and shareable link distribution
  • Integrations with Notion, Google Sheets, Slack, Zapier, Make, and webhooks
  • Response analytics and AI analysis
Use cases
  • Automate data analysis and reporting
  • Triage support tickets and spot patterns
  • Keep a CRM updated and research prospects
  • Deploy AI agents across a team's tools
  • 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 full-stack apps from a prompt
  • Prototyping and launching MVPs quickly
  • Generating landing pages and websites
  • Creating mobile apps without coding
  • Build and test algorithmic trading strategies
  • Automate stock and ETF trades
  • Invest in prebuilt strategies
  • Run tax-smart trading in retirement accounts
  • Lead generation and contact forms
  • Customer feedback and satisfaction surveys
  • User registration forms
  • Job applications and HR surveys
  • Event RSVPs and signups
  • Quizzes and polls
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