{"id":87523,"date":"2019-01-22T08:00:51","date_gmt":"2019-01-22T16:00:51","guid":{"rendered":"https:\/\/www.backblaze.com\/blog\/?p=87523"},"modified":"2021-07-23T12:46:51","modified_gmt":"2021-07-23T19:46:51","slug":"hard-drive-stats-for-2018","status":"publish","type":"post","link":"https:\/\/www.backblaze.com\/blog\/hard-drive-stats-for-2018\/","title":{"rendered":"Backblaze Hard Drive Stats for 2018"},"content":{"rendered":"<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-87524 size-full\" title=\"2018 Hard Drive Reliability Stats by Manufacturer and Model \" src=\"https:\/\/www.backblaze.com\/blog\/wp-content\/uploads\/2019\/01\/header-hard-drive-stats-2018.jpg\" alt=\"Backblaze Hard Drive Stats for 2018\" width=\"1440\" height=\"820\" srcset=\"https:\/\/backblazeprod.wpenginepowered.com\/wp-content\/uploads\/2019\/01\/header-hard-drive-stats-2018.jpg 1440w, https:\/\/backblazeprod.wpenginepowered.com\/wp-content\/uploads\/2019\/01\/header-hard-drive-stats-2018-300x171.jpg 300w, https:\/\/backblazeprod.wpenginepowered.com\/wp-content\/uploads\/2019\/01\/header-hard-drive-stats-2018-1024x583.jpg 1024w, https:\/\/backblazeprod.wpenginepowered.com\/wp-content\/uploads\/2019\/01\/header-hard-drive-stats-2018-768x437.jpg 768w, https:\/\/backblazeprod.wpenginepowered.com\/wp-content\/uploads\/2019\/01\/header-hard-drive-stats-2018-560x319.jpg 560w, https:\/\/backblazeprod.wpenginepowered.com\/wp-content\/uploads\/2019\/01\/header-hard-drive-stats-2018-220x124.jpg 220w\" sizes=\"auto, (max-width: 1440px) 100vw, 1440px\" \/><\/p>\n<div class=\"abstract\" style=\"line-height: 1.5; padding: 15px;\">\n<p>We published our <a href=\"\/blog\/what-hard-drive-should-i-buy\/\" target=\"_blank\" rel=\"noopener noreferrer\">first &#8220;Hard Drive Stats&#8221; report<\/a> just over 5 years ago on January 21, 2014. We titled that report &#8220;What Hard Drive Should I Buy.&#8221; In hindsight, that might have been a bit of an overreach, but we were publishing data that was basically non-existent otherwise.Many people like our reports, some don&#8217;t, and some really don&#8217;t &#8212; and that&#8217;s fine. From the beginning, the idea was to share our experience and use our data to shine a light on the otherwise opaque world of hard disk drives. We hope you have enjoyed reading our reports and we look forward to publishing them for as long as people find them useful.<\/p>\n<p>Thank you.<\/p>\n<\/div>\n<p>As of December 31, 2018, we had 106,919 spinning hard drives. Of that number, there were 1,965 boot drives and 104,954 data drives. This review looks at the hard drive failure rates for the data drive models in operation in our data centers. In addition, we\u2019ll take a look at the new hard drive models we\u2019ve added in 2018 including our 12 TB HGST and 14 TB Toshiba drives. Along the way we\u2019ll share observations and insights on the data presented and we look forward to you doing the same in the comments.<\/p>\n<h2 class=\"b2\">2018 <a href=\"\/blog\/managing-for-hard-drive-failures-data-corruption\/\">Hard Drive Failure<\/a> Rates: What 100,000+ Hard Drives Tell Us<\/h2>\n<p>At the end of 2018 Backblaze was monitoring 104,954 hard drives used to store data. For our evaluation we remove from consideration those drives that were used for testing purposes and those drive models for which we did not have at least 45 drives (see why below). This leaves us with 104,778 hard drives. The table below covers what happened just in 2018.<\/p>\n<p><a href=\"\/blog\/wp-content\/uploads\/2019\/01\/blog-chart-2018_data.png\" data-rel=\"lightbox-gallery-yyHgIfcM\" data-rl_title=\"\" data-rl_caption=\"\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-87594\" title=\"\" src=\"https:\/\/www.backblaze.com\/blog\/wp-content\/uploads\/2019\/01\/blog-chart-2018_data.png\" alt=\"2018 annualized hard drive failure rates\" width=\"780\" height=\"680\" srcset=\"https:\/\/backblazeprod.wpenginepowered.com\/wp-content\/uploads\/2019\/01\/blog-chart-2018_data.png 780w, https:\/\/backblazeprod.wpenginepowered.com\/wp-content\/uploads\/2019\/01\/blog-chart-2018_data-300x262.png 300w, https:\/\/backblazeprod.wpenginepowered.com\/wp-content\/uploads\/2019\/01\/blog-chart-2018_data-768x670.png 768w, https:\/\/backblazeprod.wpenginepowered.com\/wp-content\/uploads\/2019\/01\/blog-chart-2018_data-560x488.png 560w\" sizes=\"auto, (max-width: 780px) 100vw, 780px\" \/><\/a><\/p>\n<h3 class=\"b3\">Notes and Observations<\/h3>\n<p>If a drive model has a failure rate of 0%, it means there were no drive failures of that model during 2018.<\/p>\n<p>For 2018, the <em>Annualized Failure Rate<\/em> (AFR) stated is usually pretty solid. The exception is when a given drive model has a small number of drives (fewer than 500) and\/or a small number of drive days (fewer than 50,000). In these cases, the APR can be too wobbly to be used reliably for <a href=\"\/blog\/hard-drive-buying-guide\/\" target=\"_blank\" rel=\"noopener noreferrer\">buying<\/a> or retirement decisions.<\/p>\n<p>There were 176 drives (104,954 minus 104,778) that were not included in the list above. These drives were either used for testing or we did not have at least 45 drives of a given model. We use 45 drives of the same model as the minimum number when we report quarterly, yearly, and lifetime <a href=\"\/blog\/backblaze-hard-drive-stats-q3-2019\/\">drive statistics<\/a>. This is a historical number based on the number of drives needed to fill one <a href=\"https:\/\/www.backblaze.com\/cloud-storage\/resources\/storage-pod\" target=\"_blank\" rel=\"noopener noreferrer\">Backblaze Storage Pod<\/a> (version 5 or earlier).<\/p>\n<p>The <em>Annualized Failure Rate<\/em> (AFR) for 2018 for all drive models was just 1.25%, well below the rates from previous years as we\u2019ll discuss later on in this review.<\/p>\n<h3 class=\"b3\">What\u2019s New in 2018<\/h3>\n<p>In 2018 the big trend was hard drive migration: replacing lower density 2, 3, and 4 TB drives, with 8, 10, 12, and in Q4, 14 TB drives. In 2018 we migrated 13,720 hard drives and we added another 13,389 hard drives as we increased our total storage from about 500 <a href=\"\/blog\/150-petabytes-of-cloud-storage\/\">petabytes<\/a> to over 750 <a href=\"\/blog\/petabytes-on-a-budget-10-years-and-counting\/\">petabytes<\/a>. So in 2018, our data center techs migrated or added 75 drives a day on average, every day of the year.<\/p>\n<p>Here\u2019s a quick review of what\u2019s new in 2018.<\/p>\n<ul>\n<li>There are no more 4 TB Western Digital drives; the last of them was replaced in Q4. This leaves us with only 383 Western Digital drives remaining &#8212; all<a href=\"\/blog\/6-tb-hard-drive-face-off\/\"> 6 TB<\/a> drives. That\u2019s 0.37% of our drive farm. We do have plenty of drives from HGST (owned by WDC), but over the years we\u2019ve never been able to get the quantity of Western Digital drives we need at a reasonable price.<\/li>\n<li>Speaking of HGST drives, in Q4 we added 1,200 HGST 12 TB drives (model: HUH721212ALN604). We had previously tested these drives in Q3 with no failures, so we have filled a <a href=\"\/blog\/vault-cloud-storage-architecture\/\" target=\"_blank\" rel=\"noopener noreferrer\">Backblaze Vault<\/a> with 1,200 drives. After about one month we\u2019ve only had one failure, so they are off to a good start.<\/li>\n<li>The HGST drives have a ways to go as in Q4 we also added 6,045 Seagate 12 TB drives (model: ST12000NM0007) to bring us to 31,146 of this drive model. That\u2019s 29.7% of our drive farm.<\/li>\n<li>Finally in Q4, we added 1,200 Toshiba 14 TB drives (model: MG07ACA14TA). These are helium-filled <em>PMR<\/em> (perpendicular magnetic recording) drives. The initial annualized failure rate (AFR) is just over 3%, which is similar to the other new models and we would expect the AFR to drop over time as the drives settle in.<\/li>\n<\/ul>\n<h2 class=\"b2\">Comparing Hard Drive Failure Rates Over Time<\/h2>\n<p>When we compare Hard Drive stats for 2018 to previous years two things jump out. First, the migration to larger drives, and second, the improvement in the overall annual failure rate each year. The chart below compares each of the last three years. The data for each year is inclusive of that year only.<\/p>\n<p><a href=\"\/blog\/wp-content\/uploads\/2019\/01\/Blog-chart-afr-3-years.png\" data-rel=\"lightbox-gallery-yyHgIfcM\" data-rl_title=\"\" data-rl_caption=\"\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-87548 size-full\" title=\"\" src=\"https:\/\/www.backblaze.com\/blog\/wp-content\/uploads\/2019\/01\/Blog-chart-afr-3-years.png\" alt=\"Annualized Hard Drive Failure Rates by Year\" width=\"880\" height=\"930\" srcset=\"https:\/\/backblazeprod.wpenginepowered.com\/wp-content\/uploads\/2019\/01\/Blog-chart-afr-3-years.png 880w, https:\/\/backblazeprod.wpenginepowered.com\/wp-content\/uploads\/2019\/01\/Blog-chart-afr-3-years-284x300.png 284w, https:\/\/backblazeprod.wpenginepowered.com\/wp-content\/uploads\/2019\/01\/Blog-chart-afr-3-years-768x812.png 768w, https:\/\/backblazeprod.wpenginepowered.com\/wp-content\/uploads\/2019\/01\/Blog-chart-afr-3-years-560x592.png 560w\" sizes=\"auto, (max-width: 880px) 100vw, 880px\" \/><\/a><\/p>\n<p>Notes and Observations<\/p>\n<ul>\n<li>In 2016 the average size of hard drives in use was 4.5 TB. By 2018 the average size had grown to 7.7 TB.<\/li>\n<li>The 2018 annualized failure rate of 1.25% was the lowest by far of any year we\u2019ve recorded.<\/li>\n<li>None of the 45 Toshiba 5 TB drives (model: MD04ABA500V) has failed since Q2 2016. While the drive count is small, that\u2019s still a pretty good run.<\/li>\n<li>The Seagate 10 TB drives (model: ST10000NM0086) continue to impress as their AFR for 2018 was just 0.33%. That&#8217;s based on 1,220 drives and nearly 500,000 drive days, making the AFR pretty solid.<\/li>\n<\/ul>\n<h2 class=\"b2\">Lifetime Hard Drive Stats<\/h2>\n<p>While comparing the annual failure rates of <a href=\"\/blog\/life-and-times-of-a-backblaze-hard-drive\/\">hard drives<\/a> over multiple years is a great way to spot trends, we also look at the lifetime annualized failure rates of our hard drives. The chart below is the annualized failure rates of all of the drives currently in production.<\/p>\n<p><a href=\"\/blog\/wp-content\/uploads\/2019\/01\/blog-chart-2018-hard-drive-stats.png\" data-rel=\"lightbox-gallery-yyHgIfcM\" data-rl_title=\"\" data-rl_caption=\"\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-87564 size-full\" title=\"\" src=\"https:\/\/www.backblaze.com\/blog\/wp-content\/uploads\/2019\/01\/blog-chart-2018-hard-drive-stats.png\" alt=\"Annualized Hard Drive Failure Rates for Active Drives\" width=\"800\" height=\"690\" srcset=\"https:\/\/backblazeprod.wpenginepowered.com\/wp-content\/uploads\/2019\/01\/blog-chart-2018-hard-drive-stats.png 800w, https:\/\/backblazeprod.wpenginepowered.com\/wp-content\/uploads\/2019\/01\/blog-chart-2018-hard-drive-stats-300x259.png 300w, https:\/\/backblazeprod.wpenginepowered.com\/wp-content\/uploads\/2019\/01\/blog-chart-2018-hard-drive-stats-768x662.png 768w, https:\/\/backblazeprod.wpenginepowered.com\/wp-content\/uploads\/2019\/01\/blog-chart-2018-hard-drive-stats-560x483.png 560w\" sizes=\"auto, (max-width: 800px) 100vw, 800px\" \/><\/a><\/p>\n<h3 class=\"b2\">Hard Drive Stats Webinar<\/h3>\n<p>We\u2019ll be presenting the webinar \u201c<a href=\"https:\/\/www.brighttalk.com\/webcast\/14807\/346376?utm_source=Backblaze-Blog&amp;utm_medium=brighttalk&amp;utm_campaign=346376\" target=\"_blank\" rel=\"noopener noreferrer\">Backblaze Hard Drive Stats for 2018<\/a>\u201d on Thursday, January 24, 2019 at 10:00 Pacific time. The webinar will dig deeper into the quarterly, yearly, and lifetime hard<a href=\"\/blog\/backblaze-hard-drive-stats-q3-2019\/\"> drive stats<\/a> and include the annual and lifetime stats by drive size and manufacturer. You will need to subscribe to the Backblaze BrightTALK channel to view the webinar. <a href=\"https:\/\/www.brighttalk.com\/webcast\/14807\/346376?utm_source=Backblaze-Blog&amp;utm_medium=brighttalk&amp;utm_campaign=346376\" target=\"_blank\" rel=\"noopener noreferrer\">Sign up today<\/a>.<\/p>\n<h3 class=\"b2\">The Hard Drive Stats Data<\/h3>\n<p>The complete data set used to create the information used in this review is available on our <a href=\"https:\/\/www.backblaze.com\/cloud-storage\/resources\/hard-drive-test-data\" target=\"_blank\" rel=\"noopener noreferrer\">Hard Drive Test Data<\/a> page. You can download and use this data for free for your own purpose. All we ask are three things: 1) you cite Backblaze as the source if you use the data, 2) you accept that you are solely responsible for how you use the data, and 3) you do not sell this data to anyone; it is free.<\/p>\n<p>If you just want the summarized data used to create the tables and charts in this blog post you can <a href=\"https:\/\/f001.backblazeb2.com\/file\/Backblaze_Blog\/2018_Drive_Stats_Chart_Data.zip\" target=\"_blank\" rel=\"noopener noreferrer\">download the ZIP file<\/a> containing the CSV file.<\/p>\n<p>Good luck and let us know if you find anything interesting.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>We look at the hard drive failure rates for the data drive models in operation in our data centers in 2018 (now totaling over 750 petabytes and 100,000 drives). In addition, we\u2019ll see how the new hard drive models we added during the year did, including our 12 TB HGST and 14 TB Toshiba drives.<\/p>\n","protected":false},"author":12,"featured_media":87524,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"content-type":"","footnotes":"","jetpack_post_was_ever_published":false},"categories":[7,457],"tags":[468],"class_list":["post-87523","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-cloud-storage","category-hard-drive-stats","tag-b2cloud","entry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>2018 Hard Drive Reliability Stats by Manufacturer and Model<\/title>\n<meta name=\"description\" content=\"This review looks at the hard drive failure rates by make and model for 100,000+ disk drives in operation in our data centers.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.backblaze.com\/blog\/hard-drive-stats-for-2018\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"2018 Hard Drive Reliability Stats by Manufacturer and Model\" \/>\n<meta property=\"og:description\" content=\"This review looks at the hard drive failure rates by make and model for 100,000+ disk drives in operation in our data centers.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/backblazeprod.wpenginepowered.com\/blog\/hard-drive-stats-for-2018\/\" \/>\n<meta property=\"og:site_name\" content=\"Backblaze Blog | Cloud Storage &amp; 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