Hi Ross,
I had a similar sized pool AGP (but round) setup in Kent, UK in 2021, I did not have any form of heating. Here's some of the numbers from back then that I'd recorded in the PoolMath app that might give you an idea of what to expect as a baseline without heating.
I've added the weather...