</font><font color="blue" class="small">( Using them in series is something new that I'd never heard of )</font>
When mention was made of multiple water heaters, I just assumed they would be plumbed in series (not too bright on my part, huh?). As with many things, there are advantages and disadvantages perhaps. One of my brother used to have an 80' long mobile home. The water heater was in the rear corner, which put it right at the bath for the master bedroom, but the second bath was in the very front of the home, so it was an 80' run for the hot water line to that bathroom, and it took quite awhile to get hot water up there. So he installed a 6 gallon electric water heater under the lavatory in that front bathroom, in series with main water heater. Instant hot water in the front bath and long before that 6 gallons was used, the hot water had arrived from the main water heater.
So, as I see it, the advantage to plumbing multiple water heaters in series is that you'll always have plenty of hot water as long as everything is working. But if you ever have to shut off the water to work on something, you may be shutting down all your showers or bathrooms.
On the other hand, if you have multiple water heaters with different ones plumbed to different bathrooms or other outlets, and one system fails, you still have the use of the others while repairs are being made.