RefereeAhead vs White Circle

A side-by-side comparison built from both listings. Blank cells mean the company has not given that detail; we never guess.

RefereeAhead compared with White Circle
Detail	RefereeAhead	White Circle
What it does	AI pre-submission peer review for life-science manuscripts	AI safety and control infrastructure for guardrails, monitoring and red-teaming
Stage	Not given	Startup
Founded	Not given	2025
Based in	Not given	Not given
Pricing model	Paid	Contact for pricing
Pricing	Free readiness scan. Full report $29 per manuscript. Revision pack 3 reports for $69 ($23 per report). Lab pack 5 reports for $99 ($19.80 per report). Credits never expire.	Not given
Key features	Two independent review passes merged for higher accuracy Free readiness scan in 3 minutes Full report ready in about 30 minutes Manuscripts deleted after 30 days and never used for training Track issues across revisions Major and minor concerns ranked by severity PDF export and 7-day share link for reports	Not given
What makes it different	Publishes accuracy metrics on real peer reviewer data from eLife Includes reference verification that general chatbots cannot provide Credits never expire and work on any manuscript Refund guarantee for reports with fewer than three substantive issues	Independent oversight across the AI ecosystem, not tied to any single model provider Halo open-source framework for post-training models, up to 3.5× faster than TRL Research-driven approach integrating real-world findings into product Multi-layer defense with red-teaming, detection, and verification
Community votes	0	0
DR (Domain Rating by Ahrefs)	Not checked yet no change since last check	42 no change since last check
Trust Flow (Majestic)	0	7
Citation Flow (Majestic)	0	36
Referring domains (Majestic)	0	407

3 details filled in for both companies.

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