It is a common misconception that caffeine affects egg quality. However, this is not the case. Caffeine does not have any direct effect on egg quality. There are many factors that can affect egg quality, such as age, diet and health. While caffeine may indirectly affect these factors, it does not have a direct impact on egg quality itself.