Gumloop vs Curio
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 Curio
| Detail | 
Gumloop | 
Curio |
|---|
| What it does | The multiplayer AI agent builder
| Design library for AI agents
|
|---|
| Stage | Not given
| Startup
|
|---|
| Founded | Not given
| 2026
|
|---|
| Based in | US
| Not given
|
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| Pricing model | Freemium
| Paid
|
|---|
| 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
| - 2,746 design styles spanning design movements, brands, and cultural traditions
- DESIGN.md machine-readable specifications for each style
- MCP integration for direct AI access
- Shareable links that work for 15 minutes
- Worked examples across real scenarios
- Free browsing and previews of all styles
- Filters by use, mood, color and era
- New styles added every week
- Downloadable DESIGN.md files
- 13 spec sections per style including colors, typography, spacing, motion, and techniques
|
|---|
| 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
| - Enables non-designers to produce designer-quality results by having AI apply the design style
- Packages established design styles from art history, cultural traditions, and major brands as AI-readable specs
- One-time credit purchase model with no subscription and non-expiring credits
- Direct integration with popular AI assistants including Claude, ChatGPT, and Cursor
- Unlimited reuse after single one-time credit purchase
|
|---|
| Community votes | 0 | 0 |
|---|
| DR (Domain Rating by Ahrefs) | 75 ● no change since last check | 12 ▲ +1 (up) since last check |
|---|
| Trust Flow (Majestic) | 19 | 11 |
|---|
| Citation Flow (Majestic) | 49 | 30 |
|---|
| Referring domains (Majestic) | 4273 | 60 |
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4 details filled in for both companies.
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