Let us compare the memory consumption of Python PANDAS library.
Small script called memtest.py:
@profile def a(): import pandas if __name__=="__main__": a()
Test it with
$python -m memory_profiler memtest.py
The increment of memory usage in line#4 shows, it took 36.527MB to import pandas on my machine. What does your benchmarking result look like?