Probably not. My speculation is that First Riverrun was a surprise attack, where Jaime caught the levies unprepared as Edmure was expecting Vance and Piper to hold Jaime off at the Golden Tooth while he gathered and drilled his forces.
In that situation, numbers aren’t hugely important – as we see at Oxcross. Armies really don’t like getting flanked or hit from the rear, and there’s lots of historical examples of much larger armies getting beaten by smaller armies who managed to attack from an unexpected direction.