SkillManual vs Subquadratic

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

SkillManual compared with Subquadratic
Detail	SkillManual	Subquadratic
What it does	Compare sources and evidence for AI agent skills	Efficiency is Intelligence
Stage	Not given	Startup
Founded	Not given	Not given
Based in	Not given	US
Pricing model	Not given	Paid
Pricing	Not given	Free 100M tokens for new users. $0.04 per 1M tokens for input tokens.
Key features	Directory of AI agent skills Pinned sources for skills Evidence transparency Guides and workflows Validator for static checks Submit skills and corrections Google and email sign-in Private collections	384K token context window Multimodal input support 100K tokens processed in less than a second Structured output for direct code use Subquadratic Sparse Attention algorithm for efficient compute $0.04 per 1M tokens pricing Customer content not used for model training Data retention limited to 60 days
What makes it different	Transparent pricing and costs Fixed sources and versions for reliability Community-driven submissions and corrections	First long-context decision model purpose-built for enterprise work Frontier-level decision-making performance at 5-10x lower cost than frontier LLMs Tied for #1 on Artificial Analysis Decision Index Processes entire codebase or data room in single context window Speeds agent reasoning from minutes to seconds
Community votes	0	0
DR (Domain Rating by Ahrefs)	Not checked yet no change since last check	52 no change since last check
Trust Flow (Majestic)	0	17
Citation Flow (Majestic)	4	37
Referring domains (Majestic)	1	654

3 details filled in for both companies.