Grafana is the open and composable observability platform for metrics, logs, and traces, used by developers and IT operations teams for monitoring and analysis.

Logz.io is an AI-powered observability platform unifying log management, infrastructure monitoring, and distributed tracing to reduce MTTR and costs.

Arize AI is an AI observability platform for LLM evaluation and agent development.

TruEra is an AI Observability platform for MLOps and LLMOps.

MLflow is an open-source MLOps platform for managing ML and GenAI workflows.

Fiddler AI is the best platform for AI observability and is used by enterprises to monitor and improve their machine learning models.