May 14, 2024 10m read Patrick Hoefler Performance Improvements for Dask DataFrames Intro Dask DataFrame scales out pandas DataFrames to operate at the 100GB-100TB scale. Historically, Dask was pretty slow compared to other tools in this space (like Spark). Due to a number of improvements focused on performance, it’s now pretty fast (about 20x faster than before).