Something that does not vary; a constant.

Not variable; unalterable; uniform; always having the same value.

Constant.

(by extension, grammar, of a word, or a grammatical class) That cannot undergo inflection, conjugation or declension.

“The French adjective marron (brown) is invariable: it does not take the usual s in the plural.”