I managed to create an .exe installer for windows using electron builder, I create 2 package.json as pointed out in the docs :
https://github.com/electron-userland/elec
I haven't gotten this to work either (yet), but my understanding is that it's the opposite (terrible naming).
"noMsi": false // will make an MSI "noMsi": true // will NOT make an MSI