Referee.chat vs Skillburst
A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.
Referee.chat compared with Skillburst
| Detail | 
Referee.chat | 
Skillburst |
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| What it does | An AI panel debates your goal; a referee rules on re-checkable evidence
| Turn your team's best AI workflows into approved skills people can use inside the assistants they already have
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| Stage | Not given
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| Founded | Not given
| Not given
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| Based in | Not given
| Not given
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| Pricing model | Freemium
| Free trial
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| Pricing | 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.
| Free during public pilot. Paid plans not yet available.
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| Key features | - 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
| - Shared skill catalog with approvals and versioning
- GitHub-backed skills and automatic releases
- Support for Claude, ChatGPT, Cursor, Codex, and Gemini
- Role-based access and audit-ready governance
- Adoption measurement and rollout tracking
- Full version history and one-click rollback
- Skills with context files and scripts
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| What makes it different | - 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
| - Non-technical teammates use skills by name without learning prompt engineering
- GitHub as single source of truth for technical teams
- Measure real adoption with joined, connected, and activated metrics
- Versioning and rollback without losing history
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| Community votes | 0 | 0 |
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| DR (Domain Rating by Ahrefs) | 2 ● no change since last check | Not checked yet ● no change since last check |
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| Trust Flow (Majestic) | 0 | 0 |
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| Citation Flow (Majestic) | 13 | 19 |
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| Referring domains (Majestic) | 31 | 20 |
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5 details filled in for both companies.
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