There is another good reason to buy a bigger capacity (maH).
maH changes with how fast you pull current (ma). This is called 'Discharge rate'.
Slow discharge allow more efficient chemical conversion to happen.
Another factor that affects maH is battery temperature during discharge. Room temperature is best, Cold reduces the chemical activity (efficiency).
Keep battery devices efficient by keeping them inside your jacket in cold weather.