We study the speed of a biased random walk on dynamical percolation on Zd as a function of the bias. While in dimension one, the speed is easily seen to be monotone increasing, we show that in higher dimensions this fails and some new phenomena occur. This is joint work with Sebastian Andres, Nina Gantert and Dominik Schmid.