Pandas 3.0 vs. Polars: Is It Time to Jump Ship for High-Performance Data Processing?
Pandas 3.0 promises 4x performance gains, but Polars delivers 10-30x. A data engineering team with 256GB RAM and 20M+ row DataFrames confronts a real dilemma: upgrade legacy code or jump ship entirely?
