The true numbers won't be known until serological studies are conducted. It's possible to tell who has had the virus, even months after the fact, by testing for antibodies in serum.

However, given how differently the US and China have responded to the virus, it's hard to see how the US will not surpass China (if it hasn't already done so) in total number of cases.