Atomicwork 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.

Atomicwork compared with Referee.chat
Detail	Atomicwork	Referee.chat
What it does	AI Workforce platform for enterprise IT service management and automation	An AI panel debates your goal; a referee rules on re-checkable evidence
Stage	Not given	Not given
Founded	Not given	Not given
Based in	US	Not given
Pricing model	Paid	Freemium
Pricing	Professional plan: starts from $25,000/year with 25,000 credits, 2 AI Coworkers. Business plan: flexible pricing sized to business needs with 5 AI Coworkers. Enterprise plan: custom contract with volume discounts and 10 AI Coworkers. Outcome-based pricing available: Knowledge Support at $1 per outco	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	AI Coworkers with role-based capabilities for IT operations and service delivery Identity and access provisioning automation Integrations with ServiceNow, Jira, Okta, Workday, and 100+ apps	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	AI Coworkers own complete job roles, not just individual tasks Flexible outcome-based pricing aligned to business results Full AI Workforce governance with control plane and role-based access	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 votes	0	0
DR (Domain Rating by Ahrefs)	60 no change since last check	2 no change since last check
Trust Flow (Majestic)	21	0
Citation Flow (Majestic)	41	13
Referring domains (Majestic)	648	31

5 details filled in for both companies.

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