Should my iMac, iPad and iPhone all using Airport Extreme Wifi all have the same IP address?

Yes, they should be different from each other.

Should my iMac, iPad and iPhone all using Airport Extreme Wifi all have the same IP address?

No, each device on the network must receive a different and unique IP address.

Should the last digit be different for each device?

Yes, if the network is operating correctly.