I can vouch for the easy to setup part. Much better in that regard than Dendrite.
As for server resource use... that is relative. Compared to Synapse? Sure... but it is still a heavy piece of software compared to what it does. Also as with all Matrix homeservers: storage use increases over time and is largely out of the control of the server operator, which can lead to tricky situations.