The Netherlands needed a late winner to fend off Wales in the UEFA Nations League.
The two sides met in Holland on Tuseday in what was a hugely entertaining game.
Netherlands were quickly 2-0 up through Noa Lang and Cody Gakpo in the first-half.
However, Louis van Gaal's side were pegged back by a goal from Brennan Johnson.
Gareth Bale thought he had equalised in the 90th minute, but Memphis Depay scored the winner a minute later.
Netherlands are comfortably at the top of their group at this stage.