For the past three updates your shuffle option has been broken. You must click Playback >> Shuffle two times in order for the Shuffle to stick!
I just updated this morning to version 126.96.36.199.gf21970bd and the same issue persists. For large playlists this is our preferred method of listening. Having to click twice to get this to work is problematic, cumbersome, and totally unnecessary.