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Tool profile · LLM Observability & Evaluation

Helicone

Gateway and observability in one — one integration instead of two.

88
sovereignty

Helicone is an Apache-2.0 AI gateway with logging, cost tracking and caching built into the routing layer, which makes it a genuine two-birds option: point your client at Helicone and you get both the gateway and the observability without instrumenting your application code at all. That proxy-based approach is the practical distinction — nothing to add to your codebase, at the cost of only seeing what passes through the proxy.

OPEN SOURCEApache-2.0SELF-HOSTLOCAL-FIRST
LicenseApache-2.0
PricingFree and self-hostable under Apache-2.0. Hosted service has a free tier of roughly 10,000 requests per month, with paid plans starting around $79/month.
Open sourceYes
Self-hostableYes
Local-first dataYes

What it does well

  • +Apache-2.0, fully self-hostable
  • +Proxy-based — no code instrumentation needed to start
  • +Gateway and observability in one component
  • +Real free tier on the hosted version for evaluating it

Where it falls short

  • Only sees traffic through the proxy — no visibility into internal agent steps
  • Weaker evaluation tooling than Langfuse or LangSmith
  • Smaller project (about 6k stars)
  • Adds a proxy hop to every model call

Helicone as an alternative to

Where Helicone shows up in our comparisons, and how it ranked.

Helicone head-to-head

Straight comparisons against the tools people weigh it against.

The Macrostack brief

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