AgentOps

What is AgentOps?

Trace, debug and cost-track your AI agents in production.

Who is AgentOps best for?

AgentOps is best for developers running AI agents in production who need to trace calls and replay failed runs.

• Debugging agents in production

  Time-travel replays rewind a run step by step, so you can see which LLM call or tool call sent an agent off course.

• Watching LLM spend

  It counts every token and prices it across 400+ models, so you can see what each agent costs to run.

• Teams on popular agent frameworks

  The SDK hooks into CrewAI, AutoGen, LangChain, the OpenAI Agents SDK and many others with a couple of lines of code.

• Companies with strict data rules

  Enterprise adds self-hosting, on-premise deployment, SSO and support for SOC 2, HIPAA and NIST AI RMF requirements.

How much does AgentOps cost?

AgentOps is free on the Basic plan for up to 5,000 events, and Pro starts at $40 per seat per month plus usage, with the first 100,000 span uploads a month included.

Pro is pay as you go on top of the $40 seat price: the first 100,000 span uploads a month are free, then $0.10 per 1,000 spans, and LLM tokens cost $0.20 per million. Enterprise is priced on request and adds an SLA, custom SSO, custom data retention, on-premise deployment and self-hosting on AWS, GCP or Azure. Full pricing on agentops.ai. We checked these prices on 27 Sep 2026.

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Is AgentOps open source?

Yes. AgentOps's code is public under the MIT licence, so you can read it, change it and run it yourself.

What are the best AgentOps alternatives?

AgentOps is an open source alternative to Pydantic Logfire, Splunk Agent Observability and Lunary. Langfuse, Helicone and Laminar do the same job and are open source too.

Pydantic LogfireFree

One trace across model calls, agents, APIs and database queries.

Splunk Agent ObservabilityFree

AI agent tracing and evaluations in Splunk Observability Cloud, formerly Galileo.

LunaryPaid

Monitoring, analytics and prompt management for agents.

LangfuseOpen Source

Open-source tracing, prompt management and evals for LLM apps.

HeliconeOpen Source

LLM usage routed, debugged and analysed.

LaminarOpen Source

Open-source tracing and analysis for agents.

Questions about AgentOps