A agentindex
Comparison

AgentOps vs SigNoz

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

SigNoz

Open-source OpenTelemetry observability.

  • + Unified app and LLM tracing on OTel
  • + Fully self-hosted, no vendor lock-in
  • − LLM evals via OpenLLMetry, not native
  • − More ops to run than a SaaS
Spec AgentOps SigNoz
Category eval-observability eval-observability
License MIT MIT
Open source Yes Yes
Self-hostable No Yes
MCP support No No
Pricing freemium freemium
Starting price Free tier Self-host free
Models multi multi
Languages python, typescript go, typescript
GitHub stars 5.6k 27.5k
Last activity 2026-06-25 2026-06-25