I get 100% CPU usage just opening a single plot like the following, and 200% running from two separate python instances (dual-core):

import matplotlib.pyplot as plt
plt.figure()
plt.plot(range(5))
plt.show()

I have tested this on GTK and GTK3, both exhibit this, and on QT4 which does not.