Compare tools
Side-by-side features, use cases and pricing — because the right pick depends on your job and budget, not just the ranking.
⇄ Comparison dimension — pick the market you're actually shopping in
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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
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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
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Pickaxe
✓ verifiedFreemium
No-code platform to build, share and monetize custom AI-powered tools; solid adoption.
57K visits/mo
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Gumloop
✓ verifiedFreemium
No-code platform for building and running AI agents that automate work across data, sales and support tasks.
701K visits/mo
Pricing
Free: $0/mo
Pro: $19/mo (billed $228/year)
Business: $59/mo (billed $708/year)
Free & pay-as-you-go: $0 to start (100K credits free, then $100 per 150K credits)
Self-hosted: $0 (free forever, unlimited)
Free plan: $0/month
Gold plan: $23/month
Pro plan: $77/month
+250 credits/mo: $5
+500 credits/mo: $10
+2500 credits/mo: $50
Pro: $37/month (20k+ credits/month, unlimited seats)
Core features
- ✦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
- ✦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
- ✦No-code AI app builder
- ✦Embeddable AI tools
- ✦AI model training
- ✦AI tool sharing and management
- ✦Prompt engineering integration
- ✦AI Studio creation
- ✦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
Use cases
- →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
- →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
- →Creating and embedding GPT-4 apps in websites
- →Training AI on specific expertise using documents and data
- →Building AI tools for online courses, online stores, dashboards, and blogs
- →Automating tasks in Google Sheets
- →Coding qualitative data
- →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
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