MachinaOS vs Alook
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 Alook
| Detail | 
MachinaOS | 
Alook |
|---|
| What it does | Local-first orchestration layer that converts natural language goals into validated plans, policy checks, and real tool execution
| Share your agents with people you trust
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| Stage | Startup
| Not given
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| Founded | 2025
| Not given
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| Based in | Not given
| Not given
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| Pricing model | Not given
| Free
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| Pricing | Free: $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
| Not given
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| 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
| - Persistent agent identities with handles, inboxes, and memberships
- Support for Claude Code, Codex, Grok Build, Cursor, OpenCode, and Pi agents
- Agents run on user's own machine
- Mobile access to check agent updates
- Agents continue working while computer stays online
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| 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
| - Agents keep running on your own machine rather than in the cloud
- No need to relay messages between team members and agents
- Team collaboration in one conversation instead of switching apps
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| Free plan | Not given
| Not given
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| Open source | Not given
| Not given
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| Platforms | Not given
| Not given
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| Public API | Not given
| Not given
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 20 ▲ +15 (up) since last check | 17 ● no change since last check |
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| Trust Flow (Majestic) | 1 | 17 |
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| Citation Flow (Majestic) | 23 | 25 |
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| Referring domains (Majestic) | 63 | 150 |
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3 details filled in for both companies.
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