Gumloop vs Outmake
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 Outmake
| Detail | 
Gumloop | 
Outmake |
|---|
| What it does | The multiplayer AI agent builder
| Run local AI models on your Mac with no account
|
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| Stage | Not given
| MVP
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| Founded | Not given
| Not given
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| Based in | US
| US
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| Pricing model | Freemium
| Not given
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| Pricing | Free 14-day trial. Pro plan starts at $37/month with 20,000 monthly credits. Enterprise plan available with custom pricing.
| Free app. Cloud models (Claude, ChatGPT, Gemini) require your own paid plan with those services.
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| 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
| - Run local AI models with no internet required after download
- Model store ranked for your specific Mac's performance
- Chat interface in the macOS notch
- Image and video generation with open models like FLUX and SDXL
- Voice control in 100+ languages with head gestures support
- Cloud model integration with Claude, ChatGPT, and Gemini
- Dictation in any app using speech-to-text
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| 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
| - Models ranked specifically for each Mac's performance and memory
- Native Mac app built in Swift, not Electron
- Completely free with no subscription or tracking
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 75 ● no change since last check | 28 ▲ +1 (up) since last check |
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| Trust Flow (Majestic) | 19 | 8 |
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| Citation Flow (Majestic) | 49 | 21 |
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| Referring domains (Majestic) | 4273 | 11 |
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5 details filled in for both companies.
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