Hudi, Iceberg and Delta Lake: Data Lake Table Formats Compared

Introduction

Platform Compatibility

Hudi

Iceberg

Delta Lake

Update Performance & Throughput

Hudi

Iceberg

Delta Lake

Concurrency Guarantees

Hudi

Iceberg

Delta Lake

So which one is right for you?

Go with Iceberg if…

Go with Hudi if…

Go with Delta Lake if…

Integration With lakeFS

Further Reading

DevRel @lakeFS. Ex-ML Engineering Lead @Equinox. Whisperer of data and productivity wisdom. Standing on the shoulders of giants.