Gumloop vs Paibot
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 Paibot
| Detail | 
Gumloop | 
Paibot |
|---|
| What it does | The multiplayer AI agent builder
| Your personal AI team built openly in episodes
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| Stage | Not given
| Not given
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| Founded | Not given
| Not given
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| Based in | US
| Not given
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| Pricing model | Freemium
| Free
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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.
| Not given
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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
| - Team of specialized bots that coordinate with each other
- EU models and local model support
- Data masking layer for personal information
- Web browser agent with approval workflow
- Custom MCP tool management
- Runs locally or on your server
- Progressive web app on mobile
- Role-based access control per bot
- Approval required before actions
- Full transparency and auditability
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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
| - Built entirely in public on YouTube with all code on GitHub
- EU-first model selection and local-only option
- Privacy-first design with data masking before model exposure
- Specialist bots with least-privilege access instead of single agent
- Built in Germany with full transparency
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 75 ● no change since last check | Not checked yet ● no change since last check |
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| Trust Flow (Majestic) | 19 | 0 |
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| Citation Flow (Majestic) | 49 | 0 |
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| Referring domains (Majestic) | 4273 | 0 |
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4 details filled in for both companies.
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