Clef vs Edge Hound
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
Clef compared with Edge Hound
| Detail | 
Clef | 
Edge Hound |
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| What it does | AI image sorter that categorizes photos automatically
| AI decision intelligence layer for capital markets that delivers explainable trade ideas and market research
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| Stage | Not given
| Not given
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| Founded | Not given
| Not given
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| Based in | Not given
| BG
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| Pricing model | Freemium
| Freemium
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| Pricing | 3 free runs (no sign-up required), then $9 for 20 runs that work in the image sorter, playground, and image checker
| Free tier and paid subscription plans available. Free trial of 7 days offered for new subscribers.
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| Key features | - Custom category definition with 2-8 categories per sort
- Processes up to 100 images per batch
- Confidence threshold adjustment for auto-sort
- Probability score for each categorization
- Manual review workflow for uncertain images
- ZIP export with organized folders and CSV report
- Clef-Flash, Clef-omni, and Clef model support
- No sign-up required for free trial
- Input data never stored
- Real-time example gallery with actual AI results
| - Customizable widgets with iFrame or web component integration
- Programmable API layer for custom agents and workflows
- Audit trails and model governance for regulated markets
- Real-time market data integration including filings and earnings calls
- Multi-agent reasoning architecture
- Community Discord for self-directed investors
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| What makes it different | - Reviews only uncertain images, not every result
- Works on any categories you define yourself
- Provides probability scores with every categorization
- Real example results showing actual AI output
| - Autonomous AI agents that research and evaluate trades instead of just providing data or chat
- Thesis-driven trade ideas with conviction levels, not generic signals
- Built for regulated markets from inception with compliance infrastructure
- Already in production with measurable impact on engagement and retention
- Measurable alpha with lower drawdowns compared to Buy & Hold
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | Not checked yet ● no change since last check | 21 ● no change since last check |
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| Trust Flow (Majestic) | 1 | 7 |
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| Citation Flow (Majestic) | 19 | 27 |
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| Referring domains (Majestic) | 2 | 133 |
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5 details filled in for both companies.
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