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AgentOps Alternatives

2 alternatives to AgentOps — free and paid AI coding tools covering similar jobs, with pricing and standout strengths.

Full comparison: The Best LLM Observability Tools in 2026: Langfuse vs LangSmith vs Braintrust vs Phoenix

Looking for a AgentOps alternative? AgentOps is listed under Observability (freemium). The 2 tools below cover similar jobs, closest matches first — the table compares pricing, license, and platforms so you can shortlist quickly, and each entry further down adds a fuller summary and a link to the full profile.

ToolPricingLicensePlatformsCategory
Arize PhoenixfreeElastic-2.0—Observability
Langfuseopen sourceMIT (core; ee/ commercial)—Observability

AgentOps alternatives in detail

  1. Arize Phoenix

    freeElastic-2.0Observability

    Arize Phoenix is a source-available (ELv2) LLM tracing and evaluation tool built on OpenTelemetry/OpenInference. Run it locally in a notebook or self-host it to capture traces, run evals (including LLM-as-judge), and debug RAG and agent runs without sending data to a vendor.

    Read: The Best LLM Observability Tools in 2026: Langfuse vs LangSmith vs Braintrust vs Phoenix

  2. Langfuse

    open sourceMIT (core; ee/ commercial)Observability

    Langfuse is an open-source LLM engineering platform combining tracing, evaluations, prompt management, and cost/latency metrics. Self-host it or use the managed cloud; it's framework-agnostic and a popular open alternative to LangSmith.

    Read: The Best LLM Observability Tools in 2026: Langfuse vs LangSmith vs Braintrust vs Phoenix