Gumloop vs Construct Computer
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 Construct Computer
| Detail | 
Gumloop | 
Construct Computer |
|---|
| What it does | The multiplayer AI agent builder
| AI agents for startups and small teams that handle research, outreach, ops and reporting
|
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| Stage | Not given
| Startup
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| Founded | Not given
| 2026
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| Based in | US
| Not given
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| Pricing model | Freemium
| Freemium
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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.
| Lite: $9/month (or $7.50/month annual). Starter: $59/month (or $39/month annual). Pro: $299/month (or $199/month annual, $2,388/year). Enterprise: custom pricing. Annual plans include 4 months free (Starter and Pro) or 2 months free (Lite). 7-day free trial on Pro.
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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
| - Persistent cloud workspace with files, memory, and schedules
- 200+ app integrations including Gmail, Slack, Notion, Linear, Jira, GitHub
- Research and cited reports
- Email reading and sending
- Workflow automation and scheduling
- Activity log tracking all agent actions
- Web browser and terminal access
- Memory inspection and correction
- Team collaboration with workspaces
- Custom MCP servers and internal tools
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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
| - Persistent workspace that survives across sessions
- User owns all data and agent outputs
- Works across multiple channels including email, Slack, Discord
- Partial work saved if job fails
|
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 75 ● no change since last check | 41 ▼ −1 (down) since last check |
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| Trust Flow (Majestic) | 19 | 10 |
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| Citation Flow (Majestic) | 49 | 34 |
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| Referring domains (Majestic) | 4273 | 165 |
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5 details filled in for both companies.
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