How to choose between pyspark.sql.functions.pandas_udf and pyspark.sql.functions.udf?

Question

I understand that when vectorization is involved, pyspark.sql.functions.pandas_udf will be faster than pyspark.sql.functions.udf.

But what if vectorization isn\'t inv