Seems like I have a bug in Color Node. On this picture I have Color Node showing one color while Color Picker is showing different color.
I have just figured out that this happened because I had worked with HDR in the past and the Intensity there was set to 4.5. When I set the Intensity back to 0 and turned back to default mode the bug was gone.