opik

What problem does it solve?

Opik provides end-to-end LLM observability, tracing, and evaluation, enabling teams to monitor, measure, and optimize LLM-driven applications across cloud, Docker, Kubernetes, and self-hosted environments.

Core Features & Use Cases

• End-to-end tracing and observability for LLM calls across 50+ integrations with native SDKs or @opik.track.
• LLM-as-a-judge metrics (Hallucination, Moderation, Answer Relevance, Context Precision/Recall) and experiment management for CI.
• Datasets + Experiments + Online Evaluation Rules for production monitoring, guardrails, and optimization.

Quick Start

Install the Opik Python SDK, configure a server, and enable tracing with native integrations or the @opik.track decorator.