Does the solar panel actually keep the feeder charged?

Reviewers report mixed results. Owners with the feeder mounted in direct sun report the battery staying near 100% for months, but those in shaded yards or northern winters say the panel can't keep up with heavy bird traffic and the feeder needs to come down to recharge via USB-C every few weeks.