Smart Sea Tide

Aug 25, 2025 · Big Data

Hudi vs Delta Lake vs Iceberg: Deep Technical Comparison of Data Lake Table Formats

This article provides a detailed technical comparison of Apache Hudi, Delta Lake, and Apache Iceberg, covering core features such as incremental pipelines, concurrency control, merge‑on‑read, partition evolution, multi‑mode indexing, ingestion tools, and real‑world use cases, and explains why Hudi often leads for heavy update workloads.