Firebase is optimized for real-time communication (meaning as low latency as possible). While I have no reason to suspect it'll be a power hog, we haven't (yet) optimized for power consumption or done any in-depth testing.
Feel free to email support@firebase.com if you do any testing on your own and want to share your findings.