Apple TV 4K 2021 vs Roku vs Chromecast vs Amazon Fire price and streaming

Compare the two generations of Apple TV 4K boxes, and then list in cold hard specs vs Roku, Chromecast, Amazon Fire TV to gauge whether the new Apple TV 4K 2021 stands a chance against the much cheaper competitors.