Playlist problem

My 'most played songs' playlist keeps skipping songs and playing them in random order even though shuffle is off.

This started after I updated the app from Google Play Store. 

It starts playing them in order but then loses its marbels at some point and goes nuts.

I have updated the playlist, the app, I have deleted and reinstalled the app and it fixes the problem for couple days but then it's back again. Any ideas?