Favero said they are expected to loose 20% capacity over 500 recharge cycles.
If one charge gets you 50 hours of use, and you use it 10 hours a week - thats just under 50 years.
Normal battery degradation should not be an issue on these - far more likely that the pedals will succumb to some other hardware fault first.