equivalent to vs equal to

But at the same time, there are over five million vacant dwellings, equivalent to 20 percent of the country’s housing stock, according to housing experts.

Can I replace "equivalent to" by "equal to"?

In this case, yes.

I think "equal" is a better word choice here.