Openllmetry

Observability for your LLM application based on OpenTelemetry

GrowingOpen SourceLow lock-in

Pricing

Free tier

Flat rate

Adoption

Rising

License

Open Source

Data freshness

Verified · Jul 16, 2026

Overview

What is Openllmetry?

Openllmetry is an open-source observability tool designed specifically for Large Language Model applications, leveraging the robustness of OpenTelemetry to provide comprehensive monitoring and tracing capabilities.

Key differentiator

Openllmetry stands out as an open-source observability tool specifically tailored for LLM applications, offering deep integration with OpenTelemetry and specialized features for monitoring AI pipelines.

Capability profile

Capability Radar

Ease of StartEcosystemValueMaturityFlexibilityScale Ready

Honest assessment

Strengths & Weaknesses

↑ Strengths

Integration with OpenTelemetry for seamless observabilitymedium

Specific optimizations for LLM applicationsmedium

Comprehensive monitoring and tracing capabilitiesmedium

↓ Weaknesses

Steep learning curve for non-Python developershigh

API requires Python-specific patterns, TypeScript SDK is community-maintained

Frequent breaking changes between versionsmedium

v0.1 to v0.2 migration required rewriting chain definitions

Limited integrations outside of Python ecosystemhigh

Official support is primarily for Python, with limited official SDKs for other languages

Performance overhead due to comprehensive tracingmedium

Highly detailed tracing can introduce latency in production environments

Fit analysis

Who is it for?

✓ Best for

Teams building LLM applications who need detailed observability and tracing capabilities

Projects requiring integration with existing OpenTelemetry setups for unified monitoring

✕ Not a fit for

Developers looking for a managed service solution without self-hosting requirements

Applications that do not require or benefit from the specific optimizations provided by Openllmetry

Cost structure

Pricing

Free Tier

Available

Open source — free to use

Starts at

$0

Model

Flat rate

Enterprise

None

Performance benchmarks

How Fast Is It?

Ecosystem

Relationships

Next step

Get Started with Openllmetry

Step-by-step setup guide with code examples and common gotchas.

View Setup Guide →