Are There Manufacturer Differences in Hard-Drive Reliability?
Abstract
Based on the Backblaze hard disk drive (HDD) dataset, we analyze whether the four major HDD manufacturers represented in the dataset -- HGST, Seagate, Toshiba, Western Digital (WD) -- show differences in short- to medium-term HDD failure rates. Using two different duration regression models, we find -- holding constant drive age, capacity, form-factor, and drive temperature -- that Toshiba's failure rate is slightly above Seagate's. HGST HDD failure rates are the lowest, about 41% of Seagate's. WD HDD failure rates are significantly above HGST's, but still only about 52% of Seagate's. We also document the effects of age, capacity, temperature and drive location on failure rates.
Keywords
Cite
@article{arxiv.2606.29078,
title = {Are There Manufacturer Differences in Hard-Drive Reliability?},
author = {Christoph Siemroth and Yeomyung Park},
journal= {arXiv preprint arXiv:2606.29078},
year = {2026}
}
Comments
Accepted to IEEE Transactions on Cloud Computing. Copyright 2026 IEEE