When you compare the computational speed of both Pandas DataFrame and the Spark DataFrame, you’ll notice that the performance of Pandas DataFrame is marginally better for small datasets. On the other hand, if the size of data increases, then it is found that the Spark DataFrame is capable enough to outperform the Pandas DataFrame. Thus, it will depend a lot on the amount of data.