The cache does not handle multi-statements properly.

The cache does not recognize multi-statements, but handles them according to the first statement. That means that if the multi-statement contains "non-exotic" SELECTs then it will work, but if only the first statement is cacheable and the others are not, then it will not as the results of all statements will nonetheless be cached.