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MachinaOS vs GAIM

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

MachinaOS compared with GAIM
DetailMachinaOS logo MachinaOSGAIM logo GAIM
What it doesLocal-first orchestration layer that converts natural language goals into validated plans, policy checks, and real tool execution Hosted shared memory for AI assistants
StageStartup Not given
Founded2025 Not given
Based inNot given Not given
Pricing modelNot given Freemium
PricingFree: $0 with single local runtime, core tool registry, session memory, demo mode. Intelligence: $49/month with multi-agent delegation, Visual Workflow Studio, Security Center, MCP protocol, 7 LLM providers, native desktop app. Enterprise: custom pricing with distributed agent mesh, security policy Free: Personal memory up to 1,000 records with no time limit. Pro: $5 per month or $50 per year for unlimited personal memory. Team: $10 per month plus $5 per member per month for shared memory and collaboration.
Key features
  • Visual Workflow Studio with drag-and-drop pipeline canvas
  • Natural language chain generation from plain English descriptions
  • Step-by-step debugger with real-time node animation
  • Policy gates and human approval for destructive operations
  • Multi-agent delegation with consensus workflows
  • AES-256-GCM encrypted secrets vault
  • Support for 7 LLM providers including Ollama
  • Immutable SOC 2-style audit log with SHA-256 hash chains
  • Personal and team memory
  • MCP server with OAuth 2.1 or token authentication
  • Search by words and by meaning
  • Record provenance and version history
  • Conflict detection and resolution
  • JSON export and import
  • Project-based organization with hierarchical grouping
  • Urgent inbox for team notifications
  • Role-based access control for teams
  • Works with Claude, ChatGPT, ZCode, Grok and other MCP clients
What makes it different
  • Fully local execution with no cloud infrastructure dependency required
  • Human-in-the-loop approval system for governance and risk mitigation
  • Native desktop application with bundled runtime and zero prerequisites
  • Visual pipeline design without code required
  • One memory accessible from any AI assistant without re-explanation or chat copying
  • Separate personal and team memory layers with no automatic sharing
  • Records show full history and cannot be silently erased or replaced
  • Search by meaning finds relevant records even with different wording
Free planNot given Not given
Open sourceNot given Not given
PlatformsNot given Not given
Public APINot given Not given
Community votes00
DR (Domain Rating by Ahrefs)26 +1 (up) since last check2 no change since last check
Trust Flow (Majestic)11
Citation Flow (Majestic)2313
Referring domains (Majestic)636

4 details filled in for both companies.

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