Changeless

Not subject to change; remaining the same; constant, permanent, or eternal.

From 'change' plus '-less' suffix (from Old English '-leas'). The '-less' suffix means 'without,' creating an antonym of 'changeful' with a more Latinate feel despite Germanic roots.