Just checked on my phone - for the last 24 hours, Tailscale has 5m screen, 22h 45m background for less than 1% of battery usage (as in it shows "-" below the 1% entries.)

Can't remember what the default install is - do you have "VPN On Demand" turned on? That should keep it mostly idle unless you're actually talking to one of your nodes, I think?