Celest vs wshapnin

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

Celest compared with wshapnin
Detail	Celest	wshapnin
What it does	One place to understand and operate AI agents across Microsoft	See which release made your API slower
Stage	Not given	Not given
Founded	Not given	Not given
Based in	US	Not given
Pricing model	Free	Not given
Pricing	Not given	Not given
Key features	Agent Estate Review: read-only review connecting fragmented agent ownership, capability, usage, cost, and risk records Helpdesk Triage: AI ticket triage for SharePoint service desks with operator approval Agent Workbench: open, refine, and export Microsoft 365 Copilot agent packages 30/60/90-day operating plan generation Source-backed inventory with identity, ownership and authority tracking Review trails for accountability	Measures latency per endpoint and code block within each version Compares performance across releases automatically Flags performance degradations every minute Minimal instrumentation overhead of about one microsecond per call Supports Python, TypeScript, JavaScript, and Go Works with Express and Fastify frameworks
What makes it different	Connects fragmented Microsoft records into one accountable operating picture Makes agent workforce explicit and operable within two weeks Operator retains final authority over all changes Evidence-backed decision trails throughout the platform	Breaks down latency to individual code blocks, not just endpoints Automatically marks releases and compares metrics against baseline Requires minimal setup with negligible performance impact
Community votes	0	0
DR (Domain Rating by Ahrefs)	16 no change since last check	Not checked yet no change since last check
Trust Flow (Majestic)	7	0
Citation Flow (Majestic)	26	0
Referring domains (Majestic)	88	0

3 details filled in for both companies.

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