One of the main advantages of the Firebase suite of services is that they are serverless. In your list the only other proper competitor is AWS Amplify. A lot of the others aren’t really serverless. They might be managed services but you’ll have tiered limitations that will need to be managed. They aren’t as effortlessly scalable. Still they may be suitable for certain projects.