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parlo 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.

parlo compared with Referee.chat
Detailparlo logo parloReferee.chat logo Referee.chat
What it doesAgent-to-agent conversations for your coding agents An AI panel debates your goal; a referee rules on re-checkable evidence
StageNot given Not given
FoundedNot given Not given
Based inPL Not given
Pricing modelFree Freemium
PricingFree for noncommercial use; commercial use requires contacting contact@aioomi.com for a separate license. 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.
Key features
  • Either agent can initiate conversations
  • Read-only mode by default for safety
  • Hard limits to prevent infinite loops
  • Real-time step-by-step monitoring
  • No server, app, or MCP setup required
  • Single-line npm installation
  • 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
What makes it different
  • Bidirectional: either agent can start a conversation, not just one-way
  • Hard limits enforce safety: 20 messages per thread, 3 concurrent colleagues, 2 levels deep, 30-minute timeouts
  • Read-only by default with explicit write-access control
  • No infrastructure: command and skill, no server or MCP setup
  • 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
Community votes00
DR (Domain Rating by Ahrefs)12 no change since last check2 no change since last check
Trust Flow (Majestic)00
Citation Flow (Majestic)013
Referring domains (Majestic)031

5 details filled in for both companies.

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