ADI vs Referee.chat
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
ADI compared with Referee.chat
| Detail | 
ADI | 
Referee.chat |
|---|
| What it does | Agents on your own machine
| An AI panel debates your goal; a referee rules on re-checkable evidence
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| Stage | Not given
| Not given
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| Founded | Not given
| Not given
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| Based in | US
| Not given
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| Pricing model | Freemium
| Freemium
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| Pricing | Not given
| Free: $1.00 starting credit once. Credit plans from $10 top-up with no expiration. Your own key: 5% infrastructure fee after the first $5.00 of usage.
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| Key features | - Persistent agent memory across runs
- Runs headless on Linux without user interaction
- Task tree with webhooks and event triggers
- Multi-machine mesh networking
- Local dashboard at app.adi with hot-reloading
| - Panel of up to six AI models from different vendors
- Referee rules on re-checkable evidence only
- Searches academic databases: arXiv, OpenAlex, Crossref, Europe PMC
- Executes Python code to verify claims
- Customizable acceptance standards
- Matches pause and resume without losing work
- Shared ledger prevents re-derivation
- Spending limit per match
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| What makes it different | - Runs entirely on your machine with no cloud dependency or account required
- Source code is public and can be read, built and modified for your own use
| - Referee decides on evidence, not argument quality
- Panel from different vendors fails in different directions
- Stuck is a targeted question, not model thrashing
- Cost grows with ledger, not round count
- Published matches become research record
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 11 ● no change since last check | 2 ● no change since last check |
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| Trust Flow (Majestic) | 3 | 0 |
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| Citation Flow (Majestic) | 15 | 13 |
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| Referring domains (Majestic) | 7 | 31 |
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4 details filled in for both companies.
More alternatives to ADI More alternatives to Referee.chat