Curio vs MiroFish
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
Curio compared with MiroFish
| Detail | 
Curio | M
MiroFish |
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| What it does | Design library for AI agents
| A simple and universal swarm intelligence engine
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| Stage | Startup
| Not given
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| Founded | 2026
| Not given
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| Based in | Not given
| Not given
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| Pricing model | Paid
| Freemium
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| Pricing | Not given
| Starter: $7.50/month (monthly) or $9/month (annual); Pro: $15.83/month (monthly) or $19/month (annual); Premium: $40.83/month (monthly) or $49/month (annual). Annual plans save 17%.
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| Key features | - 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
| - Upload PDF, Markdown, and text documents to seed simulations
- Convert source material into ontology and graph structure
- Run parallel simulations with up to 1 million agents per run
- Generate prediction reports with key risks and confidence signals
- Deep interaction through ReportAgent or direct character interviews
- Dual-surface simulation across Twitter and Reddit style channels
- Follow-up questions in the same workspace for continued analysis
- Build executable scenarios for public opinion, market, policy, and narrative use cases
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| What makes it different | - 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
| - Inspectable AI forecasts treated as exploratory hypotheses before operational decisions
- Review simulations before upload with the Forecast Explorer gallery
- Graph-native simulation that exposes actor incentives, narrative spread, and reaction chains
- Templates and guides for recurring scenario types like crises and product launches
- Keeps judgment with humans on scenario boundaries and high-stakes operating calls
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 12 ▲ +1 (up) since last check | 56 ● no change since last check |
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| Trust Flow (Majestic) | 11 | 5 |
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| Citation Flow (Majestic) | 30 | 30 |
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| Referring domains (Majestic) | 60 | 160 |
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4 details filled in for both companies.
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