I had to switch from Firefox to Safari on my M1 Max 16" MacBook Pro because the battery drains in a few hours. I experimented a lot with turning different plugins on and off, but the power draw remained almost constant.
Fortunately it never affected any need to switch to another browser since I'm plugged in 95% of the time.