Why did Trump at last minute call off a military strike on Iran ?

Either new evidence (such as the drone shooting genuinely being an accident) came to light

Or because like all bullies he's really an abject coward (albeit one who in this case probably made the right decision).

The former is possible; we know the latter already to be true!