I wrote this script to compare Python and Matlab. Matlab cannot handle 50,000+ points in realtime. Python + Vispy(OpenGL) handles it smoothly.
python point_visualizer.py kinect_points2.txt
Credit for Christoph Gohlke: Python script for quaternion math.