Idiomatic, Informal To arrive at a location or complete a task before a large group of people do so.
Dhava beat the crowd to the sweets counter and was back within minutes with two boxes of Black Magic chocolates, which he handed to Sharda.2007, Shunna Pillay, Shadow People, page 134: