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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.

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
Arena logo
Arena
✓ verifiedFreemium

Engagement suite adding live chat, comments, polls and live blogs to publisher and brand sites to grow and monetize audiences.

145K visits/mo
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
LlamaIndex logo
LlamaIndex
✓ verifiedFreemium

Developer framework and LlamaParse service for parsing documents and building AI agents and RAG workflows over them.

455K visits/mo1.9K saves
Gumloop logo
Gumloop
✓ verifiedFreemium

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

701K visits/mo
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: $0/mo
Starter: $49/mo
Professional: $249/mo
Business: $999/mo

Free trial available

Starter: $9.95/mo (5,000 credits/mo, unlimited workspaces)

No public pricing

Pro: $37/month (20k+ credits/month, unlimited seats)
Core features
  • 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
  • Threaded comments
  • Real-time group chat
  • Live blog streams
  • AI polls and moderation
  • First-party data capture
  • No-code website embed
  • 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
  • LlamaParse document parsing and extraction
  • Open-source framework for AI agents and workflows
  • Document indexing for retrieval/RAG
  • Prebuilt solutions by industry and use case
  • Free starter credits for LlamaParse
  • 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
  • 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
  • Live event coverage
  • Growing on-site community
  • Monetizing audience with ads
  • Capturing first-party data
  • 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
  • Parse complex documents for AI apps
  • Build RAG and agent workflows
  • Automate invoice and claims processing
  • Search across technical documents
  • 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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