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Referee.chat vs Muze

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 Muze
DetailReferee.chat logo Referee.chatMuze logo Muze
What it doesAn AI panel debates your goal; a referee rules on re-checkable evidence Hand it off. Go live your day.
StageNot given Startup
FoundedNot given Not given
Based inNot given Not given
Pricing modelFreemium Free
PricingFree: $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: 200 daily credits every day. Credits refresh at midnight in account's time zone and do not roll over. A typical task uses about 15 credits, covering about 13 typical tasks per day.
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
  • Natural language task description
  • Background task execution for hours or up to 14 days
  • Personal Muze.bot email address
  • Email approval workflow
  • File handling and management
  • Web research and browsing
  • Task progress visibility
  • Source tracking and transparency
  • Daily credit system
  • Task continuation after email replies
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
  • Operates in the background autonomously while you step away
  • Conversational interface without forms or strict prompts
  • Personal email address that keeps your inbox separate
  • User approval required for external emails
Community votes00
DR (Domain Rating by Ahrefs)2 no change since last check10 no change since last check
Trust Flow (Majestic)00
Citation Flow (Majestic)1318
Referring domains (Majestic)314

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