[Firebase Dev Advocate here]
We don't currently have rate limits. I'd recommend using our SDKs, they handle connections more efficiently than dealing with the REST API. You can also run your own server process using our Node (https://www.npmjs.org/package/firebase) or Java libraries (https://www.firebase.com/docs/android/quickstart.html).