Gumloop vs Magical
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 Magical
| Detail | 
Gumloop | 
Magical |
|---|
| What it does | The multiplayer AI agent builder
| AI agents that automate complex workflows with autonomous decision-making and zero human involvement
|
|---|
| Stage | Not given
| Established
|
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| Founded | Not given
| 2020
|
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| Based in | US
| US
|
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| Pricing model | Freemium
| Contact for pricing
|
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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
| - Autonomous process automation with zero human intervention
- AI-powered reasoning and decision-making
- Data transformation and smart field mappings
- Intelligent PDF processing and data extraction
- Self-healing workflows with error handling
- Virtual machine-based scalability
- Daily automated testing and proactive issue detection
- Detailed automation logs and monitoring
- Adaptive intelligence that responds to app changes
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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
| - Industry-leading 12-week deployment time
- 80%+ automation coverage for complex RCM workflows
- 90%+ automation accuracy without manual rules
- Runs autonomously 24/7 on virtual machines at unlimited scale
- Saves teams 7 hours per week on average
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 75 ● no change since last check | 61 ▼ −1 (down) since last check |
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| Trust Flow (Majestic) | 19 | 11 |
|---|
| Citation Flow (Majestic) | 49 | 41 |
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| Referring domains (Majestic) | 4273 | 1395 |
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5 details filled in for both companies.
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