As this simple rail fence block shows, anything goes with blues and purples. They are next to each other on the colour wheel but even with a bit of greeny blue and pinky purple thrown in, the overall effect is still cohesive.
Next time you need a quick scrap quilt, put these two together and you won’t be disappointed!