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Gumloop vs KRINO MATRIX

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 KRINO MATRIX
DetailGumloop logo GumloopKRINO MATRIX logo KRINO MATRIX
What it doesThe multiplayer AI agent builder AI characters that remember you, integrated via API and Python SDK
StageNot given MVP
FoundedNot given Not given
Based inUS Not given
Pricing modelFreemium Not given
PricingFree 14-day trial. Pro plan starts at $37/month with 20,000 monthly credits. Enterprise plan available with custom pricing. Not given
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
  • Chat with streaming support
  • Image description with vision
  • Daily credit budget system
  • Event-based API interactions
  • HTTP and Python SDK access
  • Apache-2.0 open source SDK
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
  • Characters that remember interactions and grow over time
  • Open source API and SDK
  • Both HTTP and Python SDK access options
  • Voice and vision capabilities built-in
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

3 details filled in for both companies.

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