Hydrogen and helium are gaseous in standard conditions, lithium and beryllium are reactive. Boron is fairly suitable as far as I know but wasn't discovered until later and has multiple common isotopes, which would need to be separated. Others are rare or gaseous or reactive or were undiscovered or too heavy to use easily as a standard.
Carbon literally grows on trees and is mostly made up of one isotope. It's relatively unreactive and solid in standard conditions.