1. A method of operation of a storage system comprising: establishing a first virtual disk volume including allocating a first portion and a first low performance storage capacity; generating a usage statistics for the first virtual disk volume; and calculating a first trend line for adjusting the first portion and the first low performance storage capacity based on the usage statistics.