Grafana Mimir has introduced the Mimir Query Engine (MQE) to improve memory efficiency and performance compared to the traditional PromQL engine. Launched with Grafana Mimir 2.17, MQE processes queries in a streaming manner, significantly reducing peak memory utilization and execution time while maintaining compatibility with existing PromQL features. The new engine also underwent rigorous correctness testing to ensure accurate results.