Synonyms for Unchanging (same or very similar meaning)
WordNet sense 1 (not active or moving):
static
WordNet sense 2 (characterized by an absence of force or forcefulness):
adynamic, undynamic
WordNet sense 3 ((sometimes followed by `with') in agreement or consistent or reliable):
consistent
WordNet sense 4 (showing little if any change):
stable
WordNet sense 5 (not changeable or subject to change):
unchangeable
From the ODE community, based on WordNet
add/edit