I really wonder if total cost of ownership/energy required to run a cluster of old android phones would actually be lower than one or two servers.
The phones are ARM, will have battery issues (esp if they run 24/7) so you need to provision for safety, can only be connected over wifi, have thermal issues (they are meant for burst, not sustained load), have non-homogeneous bootloaders/bugs and so on