Hate-watching China Central Television’s annual spring festival gala, or chunwan, is a treasured pastime for many in China, what with the corny stand-up routines, stiff hairdos and outdated music (none of which prevents it from being China’s most-watched TV program each year with around 700 million viewers).

This year there is one more thing to grouse about: the military parade.

CCTV...