IMHO an Ai is the llm plus it's harness.
A good harness would allow the llm to investigate on a map.
Just like the llm can use a python script to figure out how many r's there are in strawberry.
These tests are simply not that predictable of performance of the llm.
The other AIs don't see the question until they are asked to react.