A agentindex
Comparison

AgentOps vs OpenLLMetry

A like-for-like, spec-level comparison. Both entries are verified against their docs and repo.

AgentOps

Observability built specifically for AI agents.

  • + Agent-session mental model fits agentic apps
  • + Easy SDK integration
  • − Cloud-only currently
  • − Newer and less mature than incumbents

OpenLLMetry

OpenTelemetry instrumentation for LLMs.

  • + Vendor-neutral instrumentation
  • + Works with existing observability stacks
  • − Instrumentation only, no UI
  • − Needs a backend like SigNoz or Honeycomb
Spec AgentOps OpenLLMetry
Category eval-observability eval-observability
License MIT Apache-2.0
Open source Yes Yes
Self-hostable No Yes
MCP support No No
Pricing freemium free
Starting price Free tier Free
Models multi multi
Languages python, typescript python, typescript
GitHub stars 5.6k 7.2k
Last activity 2026-06-25 2026-06-25