Probably. I only give win bonuses against opponents who are less than 20 quality from me. If I see a favorite tag, I won't bother unless his whites are high. Like you mentioned, no noticeable difference but you never know!
So you set bonuses per match? I fix mine at the beginning of each season for the whole season.