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Referee.chat vs Kelriva AI

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 Kelriva AI
DetailReferee.chat logo Referee.chat Kelriva AI
What it doesAn AI panel debates your goal; a referee rules on re-checkable evidence Not given
StageNot given Startup
FoundedNot given 2026
Based inNot given GB
Pricing modelFreemium Paid
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. AI Visibility Score free, AI Visibility Monitoring £6.99/month, AI Visibility Fix £495 (one-off, 7 days). AI Readiness Assessment from £3,500 (9 to 14 days). IDP Proof of Concept from £15,000 (4 to 8 weeks). LangGraph Agent MVP from £15,000 (4 to 8 weeks). Production Build from £40,000 (8 to 16 week
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
  • Intelligent Document Processing for contracts, KYC packets and compliance filings
  • LangGraph-based AI agents for workflow automation
  • Real-time BI dashboards and predictive analytics
  • Fixed-fee delivery with 48-hour proposal turnaround
  • Model-agnostic architecture with no vendor lock-in
  • Integration with existing enterprise systems
  • ESG analytics and sustainability reporting systems
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
  • Production-ready systems delivered in weeks, not months
  • Fixed fees with written scope before work begins, no scope creep
  • 48-hour proposal turnaround vs 2-4 weeks typical in market
  • Systems fully handed over with documentation and source code
  • Starting projects at £3,500 vs £25k+ commonly quoted by competitors
Community votes00
DR (Domain Rating by Ahrefs)2 no change since last check11 no change since last check
Trust Flow (Majestic)06
Citation Flow (Majestic)1327
Referring domains (Majestic)3149

4 details filled in for both companies.

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