Gumloop vs Monish
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 Monish
| Detail | 
Gumloop | 
Monish |
|---|
| What it does | The multiplayer AI agent builder
| Your lock screen, run by your agents
|
|---|
| Stage | Not given
| Startup
|
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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.
| Free, no subscription or in-app purchases. Each key can send up to 300 messages per hour.
|
|---|
| 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
| - Live progress cards on lock screen and Dynamic Island
- Completion and failure notifications
- Approval and denial prompts
- Metrics display on lock screen
- Stop button for running tasks
- Native formatting on lock screen
- No account or login required
- One-line setup integration
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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
| - No computer installation, SDK or MCP server needed—agents use curl over HTTPS
- Completely free with no subscription, ads or in-app purchases
- Works with multiple AI platforms including Claude Code, Codex and Cursor
- High-rate message delivery with 300 messages per hour per key
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 75 ● no change since last check | 2 ▲ +1 (up) since last check |
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| Trust Flow (Majestic) | 19 | 5 |
|---|
| Citation Flow (Majestic) | 49 | 18 |
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| Referring domains (Majestic) | 4273 | 8 |
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5 details filled in for both companies.
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