Observability & Monitoring

Instrumentation Openai

OpenTelemetry instrumentation for the OpenAI client library

Status
Generally available
Last checked
Checked · Oct 10, 2026
License
Open source
Pricing
Free tier · from $0
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What it is

This tool provides observability features for applications using the `openai` client library, enabling detailed monitoring and tracing of interactions with OpenAI services.

This tool uniquely integrates OpenTelemetry with the `openai` client, offering developers detailed insights into interactions with OpenAI services within their applications.

When it fits — and when it doesn’t

A good fit for

  • Developers who need detailed insights into their applications' interactions with the `openai` client library

  • Teams using OpenTelemetry and looking to extend observability to include AI service calls

  • Projects that require comprehensive monitoring of all API interactions, including those with external services like OpenAI

Look elsewhere if

  • Developers who do not use or plan to integrate the `openai` client library in their projects

  • Teams looking for a full-stack observability solution without specific support for AI service calls

Known weaknesses

Each one links to the public issue, changelog or docs page it came from, where we have one.

  1. 01

    Limited documentation and examples for complex setups

    The official documentation lacks detailed guides on advanced configurations and troubleshooting steps.

  2. 02

    Performance overhead in high-throughput environments

    Instrumentation can introduce non-negligible latency, impacting real-time applications that heavily rely on OpenAI services.

  3. 03

    Narrow focus on OpenTelemetry ecosystem integration

    The tool is tightly coupled with the OpenTelemetry stack, limiting its utility for teams using other observability platforms or tools.

What it does well

  • Detailed monitoring and tracing of OpenAI API interactions

  • Integration with the OpenTelemetry ecosystem for comprehensive observability

  • Supports both JavaScript and TypeScript environments

Pricing

Free tier
YesOpen source — free to use
Paid from
$0
Model
Flat rate
Enterprise plan
No

Pricing not independently confirmed — check the vendor’s page.

Performance benchmarks

How Fast Is It?

Set up Instrumentation Openai

Setup steps, common gotchas and what to check after 30 days.

Open the setup guide →
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