Wood base was always my choice, but I also almost never used a kit-supplied base as a support, opting for plocks or finials, instead.
Sometimes, I'd stack wood bases, to fine-tune the base-to-kit proportions, or to increase height.
....
For a water base and a waterlined kit, little beats MDF sprayed with sanding sealer.
Painted MDF will make a good base, too.