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ClickHouse materialized views offer an efficient way to handle data aggregations by pre-computing and storing query results, thus improving read performance by shifting computation from query time to data insertion time. Unlike regular views, which recalculate results upon each query, materialized views automatically update when new data is inserted into the source table, making SELECT queries faster since the results are pre-computed. They are particularly beneficial for repeated aggregations and transformations, such as summarizing daily user activity from raw event data. The CREATE MATERIALIZED VIEW statement allows users to define how and where data is stored, with options like the POPULATE keyword to include historical data. Refreshable materialized views update on a set schedule, while incremental views update in real-time. Comparatively, projections and materialized views both enhance query performance but have different storage and maintenance requirements. Tinybird, a managed ClickHouse service, simplifies managing materialized views, particularly when processing large datasets, by handling compute operations separately to avoid impacting live queries. This service also provides the ability to expose views as secure API endpoints, further enhancing the usability of materialized views in analytics workflows.