This document evaluates and analyzes several open source simulation software tools - OpenModelica, Hopsan, and Scilab. It describes each tool, including their origins and capabilities. OpenModelica is a Modelica programming language environment from Linkoping University. Hopsan is also from Linkoping University and originally focused on hydraulic systems. Scilab is a Matlab alternative with many additional modules. The document demonstrates simple simulations with each tool and ultimately recommends Scilab as a powerful Matlab alternative, OpenModelica for its simulation capabilities, and Hopsan for hydraulic systems.