This version is specifically made for your OS. This download bundles the required JDK/JRE, along with the actual launcher for a one-click operation. You won't have to install anything else.
The .jar file will work on any system, but requires the installation of a JDK/JRE to work properly. Only use this one if you really know what you are doing with .jar files.