Laser-based scanners are widely used in state of the art technologies that obtain physic dimensions of the environment. Either for positioning purposes or 3D scanning of surfaces and objects, laser scanners have become very powerful tools in these areas. In terms of new and novel laser scanners, it's important to have some ways to determine statistical data that supports its reliability. Therefore the development of ways, methods, and tools that can help in this analysis becomes important.