Basic question about REST vs GRPC

Say I create a REST API that uses http2 as the application protocol and uses the protobuf format instead of json. Would a GRPC API still offer speed/memory benefits and if yes, why would that happen when both the REST API and GRPC are using the exact same protocols and data formats?

Thanks in advance :)