When to replace a generator battery

It can be quite difficult to accurately predict when to replace generator batteries.

Conditions can determine the lifespan of the batteries.

Whilst trying to crank the engine, the battery is discharged multiple times.

Also when subjected to temperatures from freezing in winter to almost 40 degrees in summer.