Both. Whatever works for you I'd say. I targeted the Raspberry Pi (Cross-Linux From Scratch variant), and a fake root (via chroot) and qemu. This was circa 2014 though.

These days the ARM64 processor on the Raspberry Pi 5 is probably fast enough to just build natively on it, no cross-compilation necessary. Cross-compiling adds a metric ton of complexity.