Grafana Mimir 3.0 introduces significant performance improvements, including a new query engine and a decoupled architecture to better handle read and write operations. These changes enhance reliability, reduce resource usage, and optimize costs for large-scale deployments. Upgrading requires careful planning due to the architectural shifts.