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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.

GitLoop
✓ verifiedFree trial

AI codebase assistant that chats with your repos to search, debug, review PRs, and generate docs and unit tests.

11K visits/mo2.7K saves
Gumloop
✓ verifiedFreemium

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

701K visits/mo
Tiptap Editor 3.0 Beta
✓ verifiedFreemium

Headless, open-source rich-text editor framework with paid add-ons for collaboration, comments, AI editing agents and document conversion.

308K visits/mo
Magic Patterns
✓ verifiedFreemium

AI prototyping tool that generates UI matching your design system, letting product teams test features fast.

242K visits/mo3.8K saves
Pricing

No public pricing

Free trial available

Pro: $37/month (20k+ credits/month, unlimited seats)
Start: $49/mo (up to 500 cloud documents, 2 environments, 2 dev licenses)
Team: $149/mo (up to 5,000 cloud documents, 3 environments, 5 dev licenses)
Business: $999/mo (up to 50,000 cloud documents, 5 environments, 10 dev licenses)

Free trial available

No public pricing

Core features
  • Chat with your repositories
  • Natural-language codebase search
  • Fast code indexing
  • AI pull-request and commit review
  • Automated documentation generation
  • AI unit-test generation
  • 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
  • Headless, extensible core editor with 100+ extensions
  • Real-time collaborative editing with live cursors
  • Inline and document comments
  • DOCX, ODT and Markdown import/export
  • AI Toolkit for building document-editing AI agents
  • Prebuilt UI components and editor templates
  • AI UI generation from prompts
  • Match existing styling and design systems
  • Rapid, high-fidelity prototyping
  • Live team editing and sharing
  • Enterprise security and compliance
Use cases
  • Onboard new developers to a codebase
  • Resolve bugs faster
  • Generate docs and tests automatically
  • Review pull requests with AI
  • 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
  • Building a custom rich-text editor for a SaaS product
  • Adding real-time collaboration to a document app
  • Letting an AI agent edit documents with tracked changes
  • Importing or exporting Word or Markdown content in-app
  • Prototype new product features
  • Test designs with customers
  • Build design-system-consistent mockups
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