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Gumloop vs Kirat

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 Kirat
DetailGumloop logo GumloopKirat logo Kirat
What it doesThe multiplayer AI agent builder A Claude Desktop extension and plugin that convenes a council with ChatGPT and Gemini for independent AI positions, votes, and recorded dissent
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. One-time purchase for Claude Desktop and Claude Code. Usage costs paid directly to OpenAI and Google: $0.02–$0.15 per council decision depending on effort tier and input size; image generation $0.05–$0.20 per call.
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
  • Three independent AI positions on questions
  • Majority voting with dissent recorded
  • Budget guard with daily spending limit
  • Integrates ChatGPT, Gemini, and Claude
  • Runs on Claude Desktop (macOS, Windows) and Claude Code
  • Uses own API keys with secure OS storage
  • Nine specialized tools for different decision types
  • Two-round cap and domain tie-break for consensus
  • Failure handling and 345 tests
  • Plain-language interface requiring no developer skills
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
  • Three independent AI models vote together with dissent kept on record, avoiding single-model bias
  • Budget guard prevents runaway bills with daily ceiling and worst-case cost reserving
  • Uses your own API keys stored securely locally, no server or data transmission
  • One-time purchase model with no subscription or ongoing fees
  • Works directly in Claude without developer skills
Community votes00
DR (Domain Rating by Ahrefs)75 no change since last check12 +10 (up) since last check
Trust Flow (Majestic)191
Citation Flow (Majestic)4921
Referring domains (Majestic)42733

6 details filled in for both companies.

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