Not quite. We are descended from sexual pairs whose children survived long enough to reproduce. Often, it took at least both mother and father to keep children alive. And human female reproduction selects for males who stick around, primarily by hiding most signs of ovulation, unlike many other mammals with obvious signs of momentary fertility.
But you're not wrong either. Both male and female reproductive strategies want to maximize number and viability of offspring, but the female cost is much higher than the male cost in time and energy, so males can theoretically roam more easily. In the past, mobility and low populations generally limited that ability (though Genghis Khan managed). That's the disconnect between prehistoric and modern humans that porn and dating apps exploit.