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Gumloop vs Rerun

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

Gumloop compared with Rerun
DetailGumloop logo Gumloop Rerun
What it doesThe multiplayer AI agent builder AI agents that automate recurring business tasks 24/7 on their own private cloud machine
StageNot given Not given
FoundedNot given Not given
Based inUS DE
Pricing modelFreemium Free trial
PricingFree 14-day trial. Pro plan starts at $37/month with 20,000 monthly credits. Enterprise plan available with custom pricing. Free trial: 5 days with 3 Coworkers and 350 credits. Pro: $29/month includes 5 Coworkers, unlimited seats, 500 credits monthly, 3,000+ app integrations, and unlimited runs. Add-ons: Extra Coworkers $10/month per 5 agents; Rerun credits $10/month per 1,000 credits. Enterprise: custom pricing with ded
Key features
  • Browser automation with real browser execution
  • Over 300 native integrations
  • Support for any AI model including frontier and open-source
  • Session recordings with audit logs
  • Human-in-the-loop with secure handoffs
  • Password vault for credential management
  • CAPTCHA handling
  • Agent self-improvement through reflection
  • Detailed spend analytics per model and agent
  • Role-based access control and governance
  • 3,000+ app integrations including Gmail, Slack, Stripe, HubSpot, Notion and MCP servers
  • Run agents on schedule or triggered by webhooks
  • Multi-agent collaboration where agents hand off work to each other
  • Computer use automation via agent's own screen
  • Real-time monitoring board showing agent activity and history
  • Persistent memory and knowledge base per workspace
  • Human-in-the-loop approvals for consequential actions
  • Unlimited team seats at no extra cost
  • Support for custom AI models via API keys
  • Private isolated cloud machine per workspace
What makes it different
  • Anyone can build agents without coding, not just technical teams
  • Full observability and control over AI spend with credit-based billing
  • Agents run in real browser with full web access and integration capabilities
  • Enterprise-grade security with VPC deployment and data ownership
  • Agents work 24/7 independently, even with your laptop closed, unlike chatbots that require continuous interaction
  • Persistent memory and learning: agents remember your business context, clients, and rules between runs without repetition
  • One plan with unlimited everything: 5 agents, unlimited team seats, unlimited runs, and 3,000+ apps included for $29/month
  • Use your own AI subscription: bring your Claude or ChatGPT plan and Rerun agents use it at no additional cost
  • Pre-built agent templates for common business functions: sales, marketing, support, invoicing, and more
Community votes00
DR (Domain Rating by Ahrefs)75 no change since last check16 +4 (up) since last check
Trust Flow (Majestic)194
Citation Flow (Majestic)4925
Referring domains (Majestic)427384

6 details filled in for both companies.

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