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OpenLLMetry

What ChatGPT, Claude, Gemini & Grok actually say · July 2026

The verdict

OpenLLMetry appears in 1 AI-ranked category.

#9🔭 Best self-hosted LLM observability tool1/3 models · updated 2026-07-13
GPT Claude #5Gemini

Traceloop's open-source instrumentation emits standard OTel spans for LLM calls into whatever backend you already self-host (Grafana Tempo, Jaeger, SigNoz), meaning zero new stateful services, existing alerting/retention/access controls apply, and no vendor lock-in — the purest platform-engineering answer

Where OpenLLMetry falls short, per the models

  • Claude It's instrumentation, not a product — you get spans in a generic trace viewer with no prompt playground, evals, or LLM cost analytics unless you build them yourself

Top alternatives per the models: Langfuse · Arize Phoenix · Helicone · Opik

Rankings are computed from what the models answer, re-polled continuously · raw reasoning shown verbatim · methodology