Bid Shading

Short answer

Bid shading is an algorithmic technique that lowers a buyer's bid in a first-price auction toward the price likely needed to win. Because winners in first-price auctions pay exactly what they bid, shading helps avoid overpaying. DSPs and some exchanges model historical clearing prices to estimate how far each bid can be reduced.