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OpenTelemetry: Pricing, Features & Alternatives

OpenTelemetry is not a dashboard. It is the CNCF standard, SDKs and Collector that decide what a trace looks like and where it gets sent. Its GenAI semantic conventions now live in their own repository and cover spans, metrics and events for model clients, MCP and provider-specific calls (OpenAI, Anthropic, Bedrock, Azure AI). Instrument once with OTel and the traces can go to Langfuse, LangSmith, Braintrust or a Grafana stack you run yourself. That is why it belongs on this list: it is how you avoid getting locked into any of them.

Category

LLM Observability & Evals

Pricing

Free tier available

Free tier

Yes

Best for

LLM Observability & Evals — observability, tracing

OpenTelemetry Pricing Plans (2026)

PlanPrice
Open sourcePopular$0 (you run or choose the backend)

Pricing summary: Free. Always confirm current pricing on the official site.

Key OpenTelemetry Features

  • SDKs for every major language
  • OpenTelemetry Collector for routing and sampling
  • GenAI semantic conventions for LLM, agent and MCP spans
  • Export to any OTLP-compatible backend

Pros

  • +No vendor lock-in: switch backends without re-instrumenting
  • +One trace spans your API, database and model calls
  • +Every serious observability vendor accepts OTLP
  • +Apache 2.0 licensed, CNCF governed

Cons

  • −No UI, evals or prompt management of its own
  • −You still have to pick and pay for (or run) a backend
  • −GenAI conventions are still evolving, so attribute names can shift

Best OpenTelemetry Alternatives

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OpenTelemetry Compared

OpenTelemetry FAQ

What is OpenTelemetry used for?⌄

OpenTelemetry is a llm observability & evals tool. The vendor-neutral standard for traces, metrics and logs, with GenAI conventions that describe LLM calls, agents and MCP in one shared schema.

Is OpenTelemetry free?⌄

Yes — OpenTelemetry has a free tier you can start with, and paid plans for more usage and features.

How much does OpenTelemetry cost?⌄

OpenTelemetry is free to use.

What are the best OpenTelemetry alternatives?⌄

Popular OpenTelemetry alternatives include Langfuse, Braintrust, LangSmith. Compare pricing and features on our OpenTelemetry alternatives page.

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