Know the size you need
Test at 100%, not as a thumbnail
Researchers compare upscalers with perceptual metrics such as LPIPS because simple pixel scores miss what people notice [4]. You don't need the maths: open both results at 100% and compare line art, faces and small text.
Sharper isn't always more accurate
Blau and Michaeli showed every upscaler trades faithfulness against natural-looking detail [5]. For anime and logos you want faithful and clean; for paintings a little invented texture can look better. Pick the engine per image.
























































