We have all kind of battery chemistry
Some more some less affected by cold

So do not throw all in one bag.
With my winter ride I loose no more than 10% of our most battery capacity
I use NMC CHevy Volt cell build battery for my winter ride
NMC. Nickel Manganise Cobalt