So I went back through Gradle versions 8.10.2, 8.11, etc and the behavior is consistent:

Run a simple build task, can even be ./gradlew tasks, and you'll see the Gradle Daemon slowly but surely grow memory to fill the maximum heap before GC events take it down. But then keep growing again.