AgentOps
An agent observability platform with a Python SDK for tracing model calls, tools and agent interactions, replaying runs and tracking token costs.
About AgentOps
Developers need to inspect failed agent runs and understand where model usage and costs accumulate.
Who it’s for
- Developers debugging AI agents and LLM applications
- Teams tracking model usage across agent workflows
When to consider it
Consider AgentOps when you want run traces, replay analytics and model cost tracking across supported agent frameworks.
Tradeoffs & limitations
- The hosted Basic plan is free up to 5,000 events; session and event exports and unlimited log retention are listed under Pro.
SOTA overview · Documentation-based assessment · Sources & review method
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Sources & review method
Documentation-based assessment · Oct 7, 2026 · Prepared with AI assistance; not a hands-on benchmark.
- AgentOps features and hosted plan limits
- AgentOps official Python SDK
- AgentOps June 2026 SDK maintenance
Checked by SOTA · AI-assisted documentation review. Selection advice is our assessment; verify current requirements for your deployment.
Import history & original evidence
AgentOps official website
An agent observability platform with a Python SDK for tracing model calls, tools and agent interactions, replaying runs and tracking token costs.
Based on official pages and announcements checked on 2026-10-07. No hands-on test, performance benchmark or popularity ranking is claimed.