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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.

Sune AI logo
Sune AI
✓ verifiedFreemium

Collaborative AI workspace combining docs, sheets and integrations with AI agents, aimed at teams wanting a 'second brain'.

1.7K visits/mo
Keymate.AI logo
Keymate.AI
✓ verifiedFreemium

AI memory workspace that saves your own sources (PDFs, Docs, YouTube, email) and answers questions from them, also inside ChatGPT.

1.5K visits/mo11K saves
CopilotKit logo
CopilotKit
✓ verifiedFreemium

Open-source React/Angular SDK and platform for embedding agentic, generative-UI copilots into apps, Slack and Teams.

170K 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
Toki (Dola AI) logo
Toki (Dola AI)
✓ verifiedFreemium

Conversational AI scheduling agent that turns loosely described tasks into a synced calendar plan across Google, Apple and Outlook.

68K visits/mo2.6K saves
Pricing
Starter: $9.95/mo (5,000 credits/mo, unlimited workspaces)

No public pricing

Developer: $0 (1 seat, free forever, 200 threads)
Pro: $39/developer/mo (up to 5 seats, 5,000 threads)
Team: $500/mo (5 seats, 25,000 threads)
Free & pay-as-you-go: $0 to start (100K credits free, then $100 per 150K credits)
Self-hosted: $0 (free forever, unlimited)

No public pricing

Core features
  • Real-time collaborative docs, sheets, kanban boards, and calendars
  • Integrations with Notion, Salesforce, Slack, Google, GitHub, and more
  • AI agents that perform background research and content tasks
  • Natural-language automation builder with a visual node editor
  • Cross-document AI analysis to surface latent connections
  • Centralized file storage and workspace sharing
  • Private memory built from your own files and sources
  • Supports PDFs, Google Docs, URLs, YouTube and emails
  • Scoped, grounded question answering
  • Organization by project/campaign with shared team collections
  • Use inside ChatGPT
  • Automation via Make.com
  • React and Angular frontend SDKs
  • Agent-rendered generative UI
  • AG-UI agent-user interaction protocol
  • Connectors for LangChain and other frameworks
  • Pre-built customizable chat/sidebar components
  • Slack and Teams integrations
  • Thread and state persistence
  • 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
  • Natural-language task and event creation from messy input
  • Cross-calendar sync (Google, iCloud, Outlook)
  • Conflict resolution across multiple calendars
  • 'Triggers' that watch external conditions like price changes
  • Call/notification reminders timed to when action is needed
  • To-do list integrated with the AI scheduling engine
Use cases
  • Building a shared knowledge base for a team's projects
  • Automating multistep workflows like report generation or email drafting
  • Using AI agents to handle background research or data analysis tasks
  • Replacing scattered documents and spreadsheets with one collaborative hub
  • Querying your own documents with AI
  • Marketing, ops and sales knowledge management
  • Keeping team knowledge searchable and shared
  • Auto-capturing and searching emails
  • Adding an AI assistant to a SaaS product
  • Building agents that render interactive UI
  • Deploying copilots across Slack and Teams
  • Connecting existing agents to a frontend
  • 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
  • Turning a rambling list of errands into an organized daily schedule
  • Getting reminded to act when a tracked flight price changes
  • Coordinating events across multiple personal and work calendars
  • Avoiding double-booking through automatic conflict detection
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