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)
| Plan | Price |
|---|---|
| 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
Compare allOpenTelemetry 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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