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Gumloop vs Brixel

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 Brixel
DetailGumloop logo Gumloop Brixel
What it doesThe multiplayer AI agent builder Create, orchestrate and collaborate with your AI agents
StageNot given Not given
FoundedNot given Not given
Based inUS FR
Pricing modelFreemium Freemium
PricingFree 14-day trial. Pro plan starts at $37/month with 20,000 monthly credits. Enterprise plan available with custom pricing. Pro plan: 30€/person/month starting from 1 user, includes 100% customizable chat assistant, knowledge, long-term memory, custom capabilities, SaaS connections, automations, up to 30 min/day of action execution, daily usage quota, visual artifacts and human-in-the-loop, data privacy and security. Ent
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
  • Long-term memory for agents
  • Vector search and RAG capabilities
  • Connect hundreds of tools simultaneously
  • Interactive chat interface with visual components
  • Agent scheduling and automation
  • Team collaboration and agent sharing
  • Custom commands and skills
  • Native SaaS integrations
  • Headless mode for SaaS integration
  • Centralized knowledge base
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
  • Proprietary toolbox protocol supporting hundreds of tools without context window overload
  • Both AI agents and automations in one platform
  • No technical skills required to build agents
  • Reliable execution beyond MCP limitations
  • Access multiple SaaS tools through single subscription
Community votes00
DR (Domain Rating by Ahrefs)75 no change since last check2 no change since last check
Trust Flow (Majestic)190
Citation Flow (Majestic)4916
Referring domains (Majestic)42734

6 details filled in for both companies.

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