Gumloop vs airoom
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 airoom
| Detail | 
Gumloop | 
airoom |
|---|
| What it does | The multiplayer AI agent builder
| A control room for Claude Code agents
|
|---|
| Stage | Not given
| MVP
|
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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
| Open source
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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. The code is on GitHub under Apache 2.0. A future hosted team office feature will be paid.
|
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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
| - Multi-agent monitoring from a single screen
- Real-time status visualization with color-coded states
- Tool approval and command authorization
- Team workflows with task handoffs
- In-conversation steering without window switching
- System notifications for approval requests
- Local-only architecture with no data leaving machine
- Auto-deny protection for undecided requests
- Integration with existing Claude subscription
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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
| - Complete local-first privacy: code and transcripts never leave your machine
- No configuration or learning curve: read a room and you can run it
- Works with your existing Claude Code installation and subscription
- Open source under Apache 2.0 with no account required
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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 | 10 |
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| Referring domains (Majestic) | 4273 | 1 |
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5 details filled in for both companies.
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