I wouldn’t completely agree with that. From most sources, Bloomberg wanted to run even in 2016, and did a lot of work on that front, till the end when he somehow changed tack to “not split the vote”.
While he did officially make a late entry in the race, started throwing a lot of money and research power quite early. It just so happened that the American public looks at more factors than just a lot of money.