No difference, but the HTTP API will be discontinued in the future. In favor of the Admin GraphQL API.
GraphQL and DQL lives in the same realm. If you have a GraphQL setup, it will export your GraphQL schema and the Dataset will reflect the GraphQL pattern. But in general you should not mind about it.
Yeah, they are.