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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.

Glean logo
Glean
✓ verifiedPaid

Enterprise Work AI platform for company-wide search, an AI assistant and building governed agents across 250+ connectors.

3.2M visits/mo
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
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
Relevance AI logo
Relevance AI
✓ verifiedPaid

Enterprise platform for building and deploying customized AI agent teams across sales, support, marketing, and HR workflows.

325K visits/mo
Composer logo
Composer
✓ verifiedFreemium

No-code automated trading platform, now part of SoFi, to build, AI-generate, backtest and auto-execute stock and ETF strategies.

278K visits/mo13K saves
Pricing

No public pricing

Pro: $37/month (20k+ credits/month, unlimited seats)
Free: $0 per user/mo (60 agent credits)
Pro: $24/user/mo (500 credits)
Team: $40/user/mo

No public pricing

Trading Pass: $32/mo billed annually ($384/yr, unlimited automated trading)

Free trial available

Core features
  • Enterprise search across company apps
  • Personal AI assistant grounded in work data
  • Agent builder, orchestration and governance
  • 250+ connectors and actions
  • Enterprise knowledge graph and hybrid search
  • Security controls for scaling AI
  • 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
  • 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
  • Custom AI agent builder for specific tasks
  • Support for multiple LLMs (GPT, Gemini, Claude, etc.)
  • Agent evaluation and performance tracking
  • 2,000+ integrations
  • Embedded deployment and training program
  • SSO, role-based access, and audit logs for enterprise governance
  • AI-assisted natural-language strategy creation
  • No-code visual strategy editor
  • Backtesting and portfolio analytics
  • Automated execution and rebalancing
  • Prebuilt and community strategy library
  • Retirement (IRA) account support
Use cases
  • Search across all company knowledge
  • Answer employee questions with grounded AI
  • Build and deploy custom AI agents
  • Automate cross-system workflows
  • 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
  • Convert designs to production code
  • Let non-developers edit pages visually
  • Manage content with a headless CMS
  • Collaborate across design, PM and engineering
  • Automating sales prospecting, CRM enrichment, and meeting prep
  • Automating post-call follow-ups and pipeline forecasting
  • Building customer support and HR task agents
  • Scaling an internal AI workforce across departments
  • Build and test algorithmic trading strategies
  • Automate stock and ETF trades
  • Invest in prebuilt strategies
  • Run tax-smart trading in retirement accounts
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