AgentOps alternatives
On the evidence we track, the strongest alternative to AgentOps is Lunary at 70/100. AgentOps itself ranks #11 of 12 in llm observability. Every product below is scored on the same independent signals, so the ranking is comparable rather than a matter of opinion.
Ranked alternatives to AgentOps
- 1Lunaryvs AgentOps →
Monitor and analyze AI application performance with real-time insights and enterprise control
medium · 73% - 2Traceloopvs AgentOps →
An open-source Rust-based LLM gateway providing unified multi-provider access with built-in observability
medium · 72% - 3Arize Phoenixvs AgentOps →
Open-source platform for monitoring and evaluating language model applications in production
medium · 51% - 4Opikvs AgentOps →
An open-source platform for monitoring and evaluating AI applications and agent workflows
low · 29% - 5vs AgentOps →
Not sure which of these fits?
This ranking uses our balanced weighting. Say what actually matters to you (budget, compliance, self-hosting, team size) and the same llm observability get reordered against that instead.
Free to run, no account needed to start. How the evaluation works
Why these ones
An alternative here means a product in the same category as AgentOps (Llm Observability), ranked by the vioscaleAI composite: a confidence-weighted blend of independent signals such as adoption, release activity, pricing transparency and security posture. There are no user reviews in it, and no vendor can pay to appear or to rank higher. Where we have not confirmed something, we show that rather than guessing.
Generated . See the method for how the composite is built, and why we are independent.