Skip to main content

Celest vs LLMtrack

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 LLMtrack
DetailCelest logo CelestLLMtrack logo LLMtrack
What it doesOne place to understand and operate AI agents across Microsoft Real-time AI cost tracking for every LLM call, broken down by feature, model and customer
StageNot given Not given
FoundedNot given Not given
Based inUS Not given
Pricing modelFree Freemium
PricingNot given Free: 3,000 events/month, full analytics dashboard, unlimited integrations, model savings recommendations, feature and per-customer cost breakdown, cost calculator, spend forecast, CSV export, 30-day data retention. Pro: $11.99/month, everything in Free plus 25,000 events/month, email alerts, busine
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
  • Real-time cost tracking with <1ms added latency
  • Breakdown of costs by feature, model and customer
  • Daily price synchronization from 428 models across 12 providers
  • No proxy in request path, fire-and-forget async integration
  • Prompts and completions never stored
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
  • One-line integration with no proxy or request path modification
  • Costs tracked the instant each request completes, not at month-end
  • Unit economics and per-customer profitability visibility no other observability tool provides
Community votes00
DR (Domain Rating by Ahrefs)16 no change since last checkNot checked yet no change since last check
Trust Flow (Majestic)70
Citation Flow (Majestic)260
Referring domains (Majestic)881

4 details filled in for both companies.

More alternatives to Celest More alternatives to LLMtrack

Help centre