Advanced Telemetry

OTel-native telemetry for every LLM call. Traces, spans and metrics with cost, latency, cache and provider attribution.

What it does

OTel-native telemetry for every LLM call. Traces, spans and metrics with cost, latency, cache and provider attribution.

  • OpenTelemetry traces and metrics
  • Per-span cost, tokens and cache attribution
  • Prometheus, Datadog, Grafana and Honeycomb exporters
  • SLO-linked dashboards

Part of the runtime rails

This feature is part of Tokenomy's runtime rails for the token economy — the metering proxy, smart router, budget guard, unified cost graph and MCP server your LLM traffic flows through.