- Incremental refresh means refreshing only new or changed data instead of the entire dataset.
- In one project, our sales table had 5 years of data, but only the last 7 days were refreshed daily.
- Historical data remained unchanged and was not reprocessed each time.
- This significantly reduced refresh duration in Power BI Service.
- It also reduced load on the source database during refresh cycles.
- Memory and processing consumption were optimized.
- It is especially useful for large fact tables with continuous data growth.
- Overall, incremental refresh improves scalability, performance, and system efficiency.
What is incremental refresh and how does it improve performance?
Updated on February 25, 2026
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