There is also a day train - Munich dep 11:31. Venice arr 18:10.
If you have the time, I would take the day train - a very pleasant journey via Innsbruck through the Italian Dolomites.
Check out "Europa Spezial" fares on the Deutsche Bahn website for the dates you want to travel (from €39 second class, if you are lucky).