AgentOps

AgentOps records and replays agent sessions. Public pricing we could keep is Free $0 and Pro $40 / month, with Enterprise custom. AgentOps-AI/agentops showed about 4,400 stars. The old "Free + Team paid, 5,000+ stars" table is too vague.

Compare Langfuse and Helicone if you wanted a broader LLM gateway or eval suite.

Key Features

Session replay: Whole-run timelines, not only one LLM span.
SDK hooks: Docs still list CrewAI, LangGraph, and OpenAI-style clients. Confirm the current install line.
Cost per run: Useful when agents loop.
Not a 5k-star census: Quote the dated GitHub number.

Use Cases

Multi-step agents that need a movie of the run.
CrewAI / LangGraph shops that want one-line tracing.
People comparing $40 Pro vs Langfuse $29 Core.

Limitation: included session counts were not fully copied. Confirm the meter. Self-host should be confirmed in current docs, not assumed from the old card.

Pricing

Public figures on 2026-08-17:

Plan	Price	Notes
Free	$0	Developer / limited sessions.
Pro	$40 / month	Paid cloud.
Enterprise	Custom	Sales.

Getting Started

Read docs.agentops.ai.
pip install agentops (or the current package the docs name).
Replay one local run before you buy Pro.
Confirm framework support for the SDK you actually use.

Frequently Asked Questions

Is Team still unpriced?

The number we could keep is Pro $40. Confirm if they renamed seats.

5k stars still right?

About 4,400 on 2026-08-17.

Same as Langfuse?

Langfuse is traces plus evals and a bigger seat grid. AgentOps sells the session movie.

Alternatives

Langfuse: $0 / $29 / $199, evals and self-host.
Helicone: Gateway plus logs, $79 / $799.
LangSmith: LangChain Cloud.

Tips

Quote $40 Pro, not "Team paid".
Date the star count.
Confirm AutoGen mentions. Framework lists rot.

Conclusion

AgentOps is a $0 / $40 agent replay product with about 4.4k GitHub stars, not an unpriced observability slogan. Start at agentops.ai, then compare Langfuse if you need datasets more than replay.