Hardware has always gotten cheaper every year, and always will. You will be able to run Opus 4.6 tier models locally with junkyard hardware in 2035.
you may argue that it is an outlier and capacity will increase to meet demand, which it probably will, but who's to say that won't just mean further demand from unlimited money ai companies and then further increased consumer prices?