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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.

AdminForth logo
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
Trunk logo
Trunk
✓ verifiedFreemium

CI reliability platform that auto-quarantines flaky tests and runs an intelligent GitHub merge queue for engineering teams.

35K visits/mo
Maestro Studio Desktop Beta logo
Maestro Studio Desktop Beta
✓ verifiedFreemium

Open-source framework for automated end-to-end UI testing of mobile and web apps, with a paid cloud for parallel device runs.

183K visits/mo
Builder.io logo
Builder.io
✓ verifiedFreemium

Visual development platform with AI design-to-code, a visual editor and headless CMS so teams and agents ship UI in real code.

806K visits/mo
Locofy logo
Locofy
✓ verifiedFreemium

AI design-to-code tool that turns Figma/Adobe XD designs into responsive front-end code for React, HTML/CSS and more.

131K visits/mo
Pricing

No public pricing

Free: $0/committer/month (up to 5 committers, 5M test spans/month)

Free trial available

Local: $0 (open source)
Cloud: $250/device/mo (parallel runs)

Free trial available

Free: $0 per user/mo (60 agent credits)
Pro: $24/user/mo (500 credits)
Team: $40/user/mo

No public pricing

Core features
  • 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
  • Automatic flaky test detection and quarantining
  • AI-powered failure analysis and duplicate detection
  • Anti-flake protection in the merge queue
  • Batching up to 100 PRs with auto-bisection on failure
  • Parallel merge queues for non-overlapping changes
  • Integrated ticketing with Linear/Jira and Slack alerts
  • Human-readable YAML test flows
  • Local CLI and Studio testing for free
  • Open-source, CI-friendly design
  • Cloud device farm for parallel runs
  • AI-agent integration through MCP
  • Self-healing tests with local agents
  • AI design-to-code (Figma to code)
  • Visual editor tied to your components
  • Headless/visual CMS
  • AI agents (Builder-Agent) that open PRs
  • Integrations: GitHub, GitLab, Bitbucket, Figma, VS Code
  • Roles, reviews and collaboration
  • Figma and Adobe XD plugins for design import
  • AI conversion of designs to responsive code
  • Output to React, React Native, Next.js, HTML/CSS, Vue and more
  • Reusable, editable components
  • One-click export or sync of generated code
Use cases
  • 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
  • Eliminating flaky test re-runs that slow down CI
  • Managing high-volume PR merges in a monorepo
  • Getting visibility into which tests impact the most pull requests
  • Automate mobile app UI regression tests
  • Run tests in parallel across many devices
  • Integrate UI testing into CI pipelines
  • Let AI agents generate and run app tests
  • Convert designs to production code
  • Let non-developers edit pages visually
  • Manage content with a headless CMS
  • Collaborate across design, PM and engineering
  • Turning designs into front-end code faster
  • Prototyping web and mobile UIs from Figma
  • Giving developers a code head-start from designs
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