Pick AgentOps if
agent builders who will add two lines and then live in the session URL.
Read the AgentOps pageAgentOps vs Langfuse
Our take
Pick AgentOps if agent builders who will add two lines and then live in the session URL. Pick Langfuse if teams shipping LLM apps who need traces and a cost tile, not another chat UI. Skip AgentOps if platform teams who need a multi-provider gateway with fallbacks (Portkey). Skip Langfuse if people who only want a gateway (LiteLLM) or a framework (LangChain) without an observability SKU.
Best for
AgentOps Watch the agent run
Langfuse Debug and cost-track generations
Free plan
AgentOps $0 · /month. Up to 5,000 events. Agent-agnostic SDK. Cost tracking (400+ LLMs). Replay analytics
Langfuse $0 · for the MIT core. ee/ is not the community license
Lowest paid
AgentOps Pro $40/mo
Langfuse Enterprise $2/mo
Next step up
AgentOps
Langfuse Core $29/mo
Coding agent
AgentOps Two-line SDK
Langfuse
Runs where
AgentOps Hosted
Langfuse Local or hosted
Watch out
AgentOps Basic is 5,000 events
Langfuse Hobby is two users and 30-day retention
Last checked
AgentOps 2026-10-22 · agentops.ai
Langfuse 2026-10-19 · langfuse.com/pricing
Which one, then?
Pick Langfuse if
teams shipping LLM apps who need traces and a cost tile, not another chat UI.
Read the Langfuse page