We occasionally see flaky failures downloading gradle to run the benchmarks in the framework post-submit tasks. Generally the tasks will be downloading the same versions so a local cache would both decrease the flakiness and reduce the download pressure on the gradle servers.

A recent example: #142605

Usually gradle versions are stored in $USER_HOME/.gradle/caches/<VERSION_NUMBER>/