Opik provides LLM observability from the Comet ML ecosystem. Detailed tracing captures every step of LLM application execution with inputs, outputs, latency, and costs.
Automated evaluation with built-in metrics (faithfulness, relevancy, hallucination) and custom scorers. Dataset management enables systematic regression testing across application versions.
Production monitoring dashboards track quality, latency, and cost metrics over time. Integrates with Comet ML's broader experiment tracking for ML teams.
Open-source with self-hosted option. Comet Cloud provides managed deployment with additional features.
