← Back to context

Comment by maleldil

1 day ago

None of those drop-in replacements for Pandas. The main draw is "faster without changing your code".

I’m asking more about what techniques did they use to get the performance improvements in the slides.

They are showing a 20-30% improvement over Polars, Clickhouse and Duckdb. But those 3 tools are SOTA in this area and generally rank near eachother in every benchmark.

So 20-30% improvement over that cluster makes me interested to know what techniques they are using to achieve that over their peers.