Particularly for the large organizations at the frontier, the risk-reward does not seem worth it.

Cheating on the benchmark in such a blatantly intentional way would create a large reputational risk for both the org and the researcher personally.

When you're already at the top, why would you do that just for optimizing one benchmark score?