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Gumloop vs Stilops

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 Stilops
DetailGumloop logo GumloopStilops logo Stilops
What it doesThe multiplayer AI agent builder AI agents for specific business functions that rehearse tasks as test runs before execution
StageNot given Not given
FoundedNot given Not given
Based inUS DE
Pricing modelFreemium Paid
PricingFree 14-day trial. Pro plan starts at $37/month with 20,000 monthly credits. Enterprise plan available with custom pricing. Roles range from € 99 to € 499 per month excluding VAT, with included monthly tasks varying by role: Administrative Assistant and Association Secretary at € 99/mo (40-45 tasks); Secretary at € 109/mo (50 tasks); Process Documentation and Planner at € 129/mo (15-40 tasks); Customer Service at € 229/m
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
  • Pre-built roles from a catalogue (31 roles)
  • Fingerprint verification on approval (SHA-256)
  • Full audit trail of proposals, test runs and approvals
  • Integration with 12+ pre-connected services
  • Custom REST API and MCP server connections
  • Servers in Germany within EU
  • AI Act compliance file (limited risk classification)
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
  • Test runs show actual outcomes with no side effects before real execution
  • No automatic approvals—every proposal requires explicit human approval
  • Approved test run and execution count together as one task, not two
  • Declined proposals are free and don't count against quota
Community votes00
DR (Domain Rating by Ahrefs)75 no change since last checkNot checked yet no change since last check
Trust Flow (Majestic)190
Citation Flow (Majestic)490
Referring domains (Majestic)42730

6 details filled in for both companies.

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