Referee.chat vs CommitLayer

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 CommitLayer
Detail	Referee.chat	CommitLayer
What it does	An AI panel debates your goal; a referee rules on re-checkable evidence	The evidence layer for AI-agent actions
Stage	Not given	Not given
Founded	Not given	Not given
Based in	Not given	US
Pricing model	Freemium	Freemium
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.	Developer: Free with no time limit (1,000 verified actions/month). Builder (Founding): $59/month for first 12 months, then $99/month (5,000 verified actions/month, then 2.5¢ per action). Team: $299/month (25,000 verified actions/month, then 1.5¢ per action). Growth: $999/month (100,000 verified acti
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	Records agent actions through API or OpenTelemetry spans Verifies actions against systems of record including Stripe, Shopify, Salesforce, HubSpot, Zendesk, Intercom and Coinbase Integrates with agent frameworks: LangGraph, CrewAI, OpenAI Agents SDK, Pydantic AI Supports workflow runtimes: Temporal and Inngest Action contracts define verification rules with limits and required effects Settlement window re-checks verify actions again at end of settlement window Webhooks and Slack/PagerDuty alerts on verdict results Public hash verification allows verifying verdicts without an account
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	Verdicts come from deterministic rules, not language models Never blocks actions; verifies after the fact only Takes no payment from vendors; paid only by customer Tested against real models: Claude, GPT and Gemini Priced by verified actions, not seats or agent claims
Community votes	0	0
DR (Domain Rating by Ahrefs)	2 no change since last check	Not checked yet no change since last check
Trust Flow (Majestic)	0	0
Citation Flow (Majestic)	13	17
Referring domains (Majestic)	31	1

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