QED Science vs GoodMem

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

QED Science compared with GoodMem
Detail	QED Science	GoodMem
What it does	Critical Thinking AI for constructive criticism and science evaluation	Memory layer for AI agents that saves tokens, improves itself, and enforces access control
Stage	Not given	Startup
Founded	Not given	2024
Based in	IL	US
Pricing model	Freemium	Freemium
Pricing	Not given	Self-hosted: Free for commercial use. GoodMem Cloud: From $15/mo with usage-based pricing, 14-day free trial. Enterprise: Custom pricing.
Key features	Core claim extraction and validation Grant proposal evaluation Personalized research insights feed Validity scoring and contradiction resolution SOC 2 Type II and ISO 27001 compliance Data privacy with no model training on submissions	Automated retrieval stack optimization Multimodal document processing with page images Granular access control and permissions Hybrid search with dense and sparse embedders Support for multiple LLM providers Multi-language SDKs and APIs Flexible deployment options ISO/IEC 27001 certified security SLSA Build L3 provenance
What makes it different	Only AI platform trained on feedback from thousands of domain experts including Nobel laureates User manuscripts never used for model training or fine-tuning Provides nature-reviewer-level feedback at scale Built by scientists for scientists	Achieves frontier model quality at 1/35 of the cost using small self-hosted models Automatically optimizes retrieval stack for your data on real queries Never locks you in with proprietary storage Runs on-premises with full data control
Free plan	Not given	Not given
Open source	Not given	Not given
Platforms	Not given	Not given
Public API	Not given	Not given
Community votes	0	0
DR (Domain Rating by Ahrefs)	35 +2 (up) since last check	44 +1 (up) since last check
Trust Flow (Majestic)	29	10
Citation Flow (Majestic)	25	32
Referring domains (Majestic)	157	70

5 details filled in for both companies.

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