Manchester United spent nearly £17m, with spending nearly £126m in the transfer window, including on Jadon Sancho and Cristiano Ronaldo.
Chelsea were also big spenders, at nearly £14m.
Brentford are set to be end up in the middle of the table in their promotion season.