Users waste an inordinate amount of time fretting about this or that tool for creating the SD card; and in 99.999999% of cases it's irrelevant to LE use because unlike other distros where it might have influence; we aren't converting a bootable ISO into a bootable USB, we are using an image explicitly designed for SD card boot.
The one thing that can sometimes influence boot and/or help with triaging boot issues is using a really old SD card; one that doesn't support fancy high-speed modes that might not always be supported well or require higher stability on the mmc bus.