The strongest open-source alternatives to Langfuse for building AI agents — observability ranked by GitHub traction, each with a head-to-head.
Short answer: the closest alternative to Langfuse is Phoenix (★ 11k), the most-starred observability; Helicone are also strong.
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Langfuse (★ 33k) is Open-source LLM engineering platform — tracing, evals, prompt management, and metrics for agent apps. If it is not the right fit, these 2 observability cover the same ground — Phoenix is the most-starred option below. Or browse the best observability and Langfuse's own page.
Arize's open-source observability for LLM apps — OpenTelemetry-based tracing and evaluation. Best for OTel tracing.
Open-source observability for LLM apps via a proxy — logging, caching, and cost tracking with one header. Best for cost tracking.
Phoenix (★ 11k) is the most-starred observability alternative to Langfuse. Arize's open-source observability for LLM apps — OpenTelemetry-based tracing and evaluation.
The strongest observability alternatives to Langfuse are Phoenix, Helicone — each with a head-to-head comparison.
Yes — the alternatives listed are open source and free to self-host; you bring your own model keys.
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