At first I had the issue only in chrome. Had to go into chrome://flags and force color profile to sRGB. How when I look at this image of a color picker side by side - its shown correctly in chrome and way off in image viewer.
Link
(left is chrome, right is image viewer)
Im wondering why this is happening in some apps. For me this has been an issue only in Solus.