Is there some benefit to implementing it as a GET instead?
Arguably, HTTP-based RPC with consistent use of POST is a lot more straightforward of a model than the kinda-sorta-REST-without-HATEOAS that a lot of APIs use, and arguably for APIs whose scope is a particular server and not the kind of generality that the web as a whole itself (the archetypical REST service) provides, POST-based HTTP-RPC is a more natural choice than REST.
The RPC-style endpoints all use POST and are not cacheable.