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Gumloop vs Kognitos

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 Kognitos
DetailGumloop logo GumloopKognitos logo Kognitos
What it doesThe multiplayer AI agent builder Not given
StageNot given Established
FoundedNot given 2020
Based inUS US
Pricing modelFreemium Freemium
PricingFree 14-day trial. Pro plan starts at $37/month with 20,000 monthly credits. Enterprise plan available with custom pricing. Free tier available to automate first process with no credit card required. Enterprise pricing is consumption-based, scaling with volume of automated transactions and complexity of agents rather than per-bot or per-user licensing.
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
  • Hallucination-free AI automation through deterministic execution
  • English as Code for plain English programming of workflows
  • Patented Time Machine runtime with pause-patch-resume capability
  • 200+ pre-built enterprise integrations
  • Builder Agent for no-code workflow creation
  • Symbolic Executor for deterministic execution
  • Resolution Agent for automatic exception handling
  • Context Graph for auditable business decisions
  • Role-based access control and audit governance
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
  • Deterministic execution with zero hallucinations, unlike probabilistic AI systems
  • English as Code lets business users build automation without developers
  • 12x lower maintenance cost compared to traditional RPA
  • Consumption-based pricing that scales with transaction volume, not per-bot licensing
  • Production deployment in 14-30 days for single workflows
Community votes00
DR (Domain Rating by Ahrefs)75 no change since last check56 −1 (down) since last check
Trust Flow (Majestic)1911
Citation Flow (Majestic)4940
Referring domains (Majestic)4273692

5 details filled in for both companies.

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