The strongest open-source alternatives to Helicone for building AI agents — observability ranked by GitHub traction, each with a head-to-head.
Short answer: the closest alternative to Helicone is Langfuse (★ 33k), the most-starred observability; Phoenix are also strong.
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Helicone (★ 6.0k) is Open-source observability for LLM apps via a proxy — logging, caching, and cost tracking with one header. If it is not the right fit, these 2 observability cover the same ground — Langfuse is the most-starred option below. Or browse the best observability and Helicone's own page.
Open-source LLM engineering platform — tracing, evals, prompt management, and metrics for agent apps. Best for LLM tracing.
Arize's open-source observability for LLM apps — OpenTelemetry-based tracing and evaluation. Best for OTel tracing.
Langfuse (★ 33k) is the most-starred observability alternative to Helicone. Open-source LLM engineering platform — tracing, evals, prompt management, and metrics for agent apps.
The strongest observability alternatives to Helicone are Langfuse, Phoenix — 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.
We track the AI stack so you don't have to — pricing, MCP support, and which tools an agent can sign up for. Free.