I use freeware called "GS Timer".
Just make a batch file like this:
timer
yourapp.exe
timer /s
If you need a set of times, just pipe the output of timer /s into a .txt file.
You can get it here: Gammadyne's Free DOS Utilities
The resolution is 0.1 seconds.