Performance Benchmark

Our benchmarks are based on the H2OAI Group By Benchmark standard.

33.5x

Faster Window Join

(in comparison to ? 4.0)

11.6x

Faster Inner Join

(on average)

3.7x

Faster Group By

(on average)

Group By - demonstrates competitive performance across all 7 group by queries, consistently ranking among the top performers.

Left Join - excels in left join operations, successfully completing queries where DuckDB and ClickHouse encounter Out of Memory errors.

Inner Join - demonstrates exceptional performance in inner join operations, delivering the fastest execution time among all systems.

Window Join - delivers dramatic performance improvements in window join operations, reducing execution time from over half an hour to under one minute.