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PlatformDatabricks Blog·June 1, 2026·Jeffrey Gong

Debunking 8 data layout myths: why Liquid Clustering outperforms partitioning

Summary

Liquid Clustering is the data layout for open table formats that outperforms partitioning, and this post debunks 8 common myths keeping teams tied to partitioning. Customers using Liquid Clustering report dramatic improvements in query latency, write throughput, storage efficiency, and data freshness, with the largest gains compounding at petabyte scale.

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