[::] Agentic Stacks

Arize Phoenix vs Langtrace

Pick two tools from the same category to compare side-by-side.

Arize Phoenix
Open-source LLM tracing and evaluation platform from Arize AI, built on OpenTelemetry.
Langtrace
Open-source, OpenTelemetry-based end-to-end observability tool for LLM applications.
Category observabilityobservability
Vendor type hybridopen source
Pricing freemiumfreemium
Strengths
  • + OpenTelemetry-based instrumentation works across frameworks and providers
  • + Built-in evals, datasets, and experiments alongside tracing
  • + Self-hostable via pip, Docker, or Helm in addition to hosted cloud
  • + Prompt playground for replaying and comparing traced LLM calls
  • + OpenTelemetry-native traces avoid vendor lock-in
  • + Open-source SDKs and dashboard, self-hostable
  • + Python and TypeScript support with framework and vectorDB integrations
  • + Free tier for individual developers
Tradeoffs
  • − Elastic License 2.0 (ELv2) restricts offering Phoenix itself as a managed service
  • − Self-hosting means operating and scaling the collector and storage yourself
  • − Advanced enterprise monitoring features live in the separate commercial Arize platform
  • − Smaller ecosystem than larger commercial platforms
  • − Free tier capped at 5k spans per month
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