Spending a lot of money on a top range battery is IMHO a false economy. Sure it will last longer before the capacity degrades to the point of replacement but this reduced capacity will last longer than a cheaper more regularly replaced one. Buying one with the largest capacity that will fit is best insurance for starting in cold weather.
Similar scenario with low wear rate tyres where you suffer a partially worn tyre or out of date rubber far longer.
