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Atako 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.

Atako compared with Referee.chat
DetailAtako logo AtakoReferee.chat logo Referee.chat
What it doesAutonomous AI agents for your team An AI panel debates your goal; a referee rules on re-checkable evidence
StageStartup Not given
Founded2026 Not given
Based inFR Not given
Pricing modelFree trial Freemium
Pricing€20 per agent per month, or €200 per agent per year (ten months for twelve). Each agent includes 1,000 inference credits per month. Custom plans available for specific deployment needs. 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
  • Hybrid org chart organizing humans and agents
  • Human notices system for decisions and approvals
  • Agent-to-agent communication and delegation
  • Persistent memory layer across missions
  • 190+ integrations with granular permissions
  • Scheduled tasks and recurring missions
  • Voice communication with agents
  • Projects with shared boards and wikis
  • Support for multiple AI models and cloud providers
  • 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
  • Model, harness and cloud are independent choices
  • Agents can reason beyond tasks and workflows
  • Unified dashboard for entire AI and human workforce
  • Human-in-the-loop with automatic escalation
  • Multiple deployment options including self-hosted
  • 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)2 no change since last check2 no change since last check
Trust Flow (Majestic)10
Citation Flow (Majestic)2513
Referring domains (Majestic)4031

5 details filled in for both companies.

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