The groupby functionality in pandas and SQL both aggregate data but differ in syntax and environment. In pandas, groupby is used within Python scripts for data manipulation with methods like agg().

Pandas GroupBy operates within the Python environment, allowing for in-memory manipulation of DataFrames, ideal for interactive data exploration & rapid prototyping.