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
✕
Retool
✓ verifiedFreemium
AI-assisted low-code platform for building governed internal tools and workflows that connect directly to production data.
1.7K saves
✕
UI Bakery
✓ verifiedFreemium
Low-code platform that generates internal tools, admin panels and dashboards from a prompt, then lets teams edit visually.
321K visits/mo
✕
AdminForth
✓ verifiedFree
Open-source, agent-first admin-panel framework for Vue3/Node.js with auth, plugins and AI features to build back-office panels fast.
2.1K visits/mo
✕
Atoms
✓ verifiedFreemium
No-code AI platform using multi-agent 'employees' to research, build, deploy and market full-stack apps from a prompt.
619K visits/mo15K saves
✕
Windsurf Editor
✓ verifiedFree trial
AI-powered code editor with agentic workflows for developers.
3.3M visits/mo
Pricing
Free: $0/mo (up to 5 users, 500 workflow runs/month)
Team: $10/mo per builder + $5/mo per internal user (5,000 workflow runs/month)
Business: $50/mo per builder + $15/mo per internal user (audit logging, unlimited resource environments)
Free trial available
Free: $0/mo per developer
Builder: $20/mo per developer (billed annually)
Team: $35/mo per developer (billed annually)
No public pricing
Free: $0/mo (15 credits/day)
Pro: from $20/mo (100 credits)
Max: from $100/mo (500 credits)
No public pricing
Core features
- ✦AI prompt-to-app builder for production-ready internal tools
- ✦MCP server for building apps from external AI coding agents
- ✦Import of apps built in other platforms via ZIP or GitHub sync
- ✦Direct, permission-governed connections to production data sources
- ✦Workflow automation and orchestration across systems
- ✦Mobile app support alongside web apps
- ✦Enterprise access controls, SSO and audit logging
- ✦Self-hosting option for regulated environments
- ✦Prompt-to-app generation for internal tools and admin panels
- ✦Visual drag-and-drop editor for post-generation refinement
- ✦Direct connections to real databases, REST APIs and third-party tools
- ✦80+ prebuilt UI components
- ✦Role-based access control and audit logging on paid tiers
- ✦Cloud or self-hosted deployment options
- ✦CRUD admin panel from a database URL
- ✦Vue3 components and Tailwind theming with dark mode
- ✦Auth plugins: OAuth2/SSO, TOTP/WebAuthn 2FA
- ✦Audit log, S3 upload and CSV import/export plugins
- ✦AI plugins for autocomplete, translation and bulk data
- ✦Custom pages, dashboards and background jobs
- ✦Multi-agent AI team (PM, engineer, analyst, etc.)
- ✦Chat-to-build full-stack apps
- ✦Built-in backend: auth, database, Stripe
- ✦SEO and ads agents
- ✦Race Mode across multiple models
- ✦Code export and GitHub sync
- ✦AI-powered code completion and suggestions
- ✦Automated lint fixing
- ✦Cascade agent for advanced coding assistance
- ✦Integrated app building and deployment
- ✦MCP server support for custom tools
- ✦Terminal command integration
- ✦Memory of codebase structure and workflow
Use cases
- →Engineering and ops teams building internal admin tools fast
- →IT centralizing governance over AI-generated business apps
- →Enterprises building embedded portals for external users
- →Teams automating multi-step operational workflows
- →Building employee approval workflows or ops dashboards quickly
- →Generating admin panels with tables, filters and forms for a database
- →Creating CRUD interfaces on top of an existing data source
- →Teams needing self-hosted internal tools for compliance reasons
- →Developers building internal back-office tools
- →Adding an admin panel to an existing database
- →Creating AI/agent-assisted back-office workflows
- →Self-hosting a customizable admin UI
- →Build SaaS and e-commerce apps
- →Launch MVPs in minutes
- →Add payments and user login
- →Drive SEO and ad growth
- →Export code and self-host
- →Accelerating software development by automating repetitive tasks
- →Reducing onboarding time for new developers
- →Improving code quality and reducing tech debt
- →Streamlining the app building and deployment process
- →Enhancing developer productivity by keeping them in a state of flow
Visit