I love Flutter, and how it looks, but while I was at the Google I/O Extended I was given an Android Things Kit. That specific version of the kit did not had GPU, and later (at home) when I tried Flutter - it was running very slow, while other android apps were manageable.
Then again, this is more of an outlier (today) with the GPU present almost on any mobile device, but still something to know about (e.g. flutter won't be of good use there).