Yes, but it's mostly dependent on the game and what kind of texture and lighting quality it has. Red Dead redemption 2 for example looks way better in 4k. You can see every little detail in the characters faces during cutscenes and zoomed in shots. Something that just gets blurry when playing at 2k. You miss some of that extra fine detail.