{"id":14742,"date":"2026-02-16T00:58:01","date_gmt":"2026-02-15T23:58:01","guid":{"rendered":"https:\/\/www.digital-chiefs.de\/hard-drives-are-becoming-more-reliable-but-the-details-make-all-the-difference\/"},"modified":"2026-06-10T10:16:47","modified_gmt":"2026-06-10T08:16:47","slug":"hard-drives-are-becoming-more-reliable-but-the-details-make-all-the-difference","status":"publish","type":"post","link":"https:\/\/www.digital-chiefs.de\/en\/hard-drives-are-becoming-more-reliable-but-the-details-make-all-the-difference\/","title":{"rendered":"Hard Drives Are Becoming More Reliable &#8211; But the Details Make All the Difference"},"content":{"rendered":"<p style=\"display:inline-block;background:#d65663;color:#fff;padding:4px 14px;border-radius:20px;font-size:0.85em;margin-bottom:18px;\">8 min read<\/p>\n<h2>TL;DR<\/h2>\n<div style=\"background:#fafafa;border-left:4px solid #d65663;padding:20px 24px;margin:16px 0 32px 0;border-radius:4px;\">\n<ul>\n<li>According to Backblaze, the average annual failure rate (AFR) of hard drives dropped to 1.36 percent &#8211; a decline from 1.55 percent the previous year.<\/li>\n<li>Significant differences persist between individual models and manufacturers: AFRs range from 0 percent to over 10 percent.<\/li>\n<li>Drives with capacities of 14 to 16 terabytes now dominate the fleet, accounting for over 52 percent of all installed drives &#8211; and for the first time, 26-TB drives entered service.<\/li>\n<li>The shift from desktop to enterprise-grade server drives is a major driver behind falling failure rates.<\/li>\n<li>Despite these positive trends, robust backup strategies, RAID configurations, and structured lifecycle management remain indispensable.<\/li>\n<\/ul>\n<\/div>\n<p><strong>Backblaze has published its 2025 Annual Hard Drive Failure Report &#8211; the most extensive publicly available dataset on drive reliability for IT decision-makers responsible for storage infrastructure. Its analysis of over 337,000 drives confirms that the <strong>average annual failure rate continues to decline<\/strong>, yet substantial disparities remain between specific models and vendors.<\/strong><\/p>\n<p>For CIOs and IT leaders tasked with designing data center storage strategies, backup architectures, or hybrid infrastructures, these figures are far more than technical footnotes. They serve as a rigorous, evidence-based foundation for procurement decisions, capacity planning, and risk management.<\/p>\n<\/p>\n<h2 style=\"margin-top:32px;margin-bottom:16px;\">Core Findings at a Glance<\/h2>\n<figure style=\"max-width:100%;margin:1.5em 0;\"><img decoding=\"async\" src=\"https:\/\/www.digital-chiefs.de\/wp-content\/uploads\/2026\/02\/bild-url-6.jpg\" alt=\"\" style=\"max-width:100%;height:auto;display:block;\" \/><figcaption>Source: Unsplash<\/figcaption><\/figure>\n<p>Cloud storage provider Backblaze operates its infrastructure using off-the-shelf hard drives &#8211; and has meticulously tracked which models fail and which don\u2019t for years. Its full-year 2025 report records an average annual failure rate (AFR) of <strong>1.36 percent<\/strong>, down from 1.55 percent in 2024. This noticeable improvement likely reflects tighter manufacturing quality control, the growing adoption of high-end server drives, and the systematic retirement of aging models.<\/p>\n<p>In Q4 2025, the AFR dipped further &#8211; to 1.13 percent &#8211; down from 1.55 percent in Q3. Such quarterly fluctuations are not unusual and stem from factors including drive age, seasonal effects, and replacement cycles. In Q4 alone, 943 drives failed &#8211; equating to roughly <strong>ten drive replacements per day<\/strong>, handled by Backblaze\u2019s engineering team.<\/p>\n<\/p>\n<h2 style=\"margin-top:32px;margin-bottom:16px;\">High-Capacity Drives Gain Traction<\/h2>\n<p>A clear trend emerges in deployed capacities: 14-16 TB models now constitute over 52 percent of the entire drive inventory. This mirrors the economic logic governing large-scale data centers: <strong>higher capacity per unit<\/strong> means fewer physical drives, fewer slots, lower energy consumption per stored terabyte &#8211; and typically lower operational costs.<\/p>\n<p>For the first time, Backblaze integrated 26-TB drives into its fleet. During their initial quarter of deployment, these drives posted a remarkably low AFR of just 0.40 percent. However, caution is warranted with such new models: the dataset remains narrow, and hard drives often reveal their typical weaknesses only after extended operation. The well-known \u201cbathtub curve\u201d &#8211; low failure rates early and late in life, with elevated risk during mid-life &#8211; remains a visible pattern in <strong>Backblaze\u2019s long-term data<\/strong>.<\/p>\n<\/p>\n<h2 style=\"margin-top:32px;margin-bottom:16px;\">Model-Level Differences That Matter<\/h2>\n<p>Organizations procuring drives for mission-critical infrastructure should look beyond brand names or headline capacities. Backblaze\u2019s data powerfully illustrates how reliability varies dramatically &#8211; even among models from the same manufacturer.<\/p>\n<p>On the positive end, the Toshiba MG08ACA16TA (16 TB) stood out with an AFR of just 0.90 percent over a statistically meaningful observation period. Two Seagate models &#8211; the 8-TB ST8000NM000A and the 16-TB ST16000NM002J &#8211; achieved something rare: <strong>zero failures in Q4 2025<\/strong>.<\/p>\n<p>At the opposite end of the spectrum sat the HGST HUH728080ALE600, with an AFR exceeding 10 percent. These older 8-TB drives appear to have reached the end of their reliable service life. Similarly striking was the Seagate ST10000NM0086 (10 TB), which recorded a quarterly failure rate above 5 percent. Such outliers underscore that <strong>age and model generation weigh far more heavily than brand alone<\/strong>.<\/p>\n<p>The clear takeaway for IT leaders: avoid blanket assessments by vendor. Instead, track specific model families and their operational lifespans closely. Structured lifecycle management &#8211; replacing aging drives proactively &#8211; significantly reduces failure risk.<\/p>\n<\/p>\n<h2 style=\"margin-top:32px;margin-bottom:16px;\">From Desktop Drives to Server-Grade Hardware<\/h2>\n<p>A detail easily overlooked &#8211; but critical for interpreting the data &#8211; is this: In its early years, Backblaze relied primarily on inexpensive desktop drives for continuous, 24\/7 operation in data centers. At the time, this was a deliberate cost-saving measure &#8211; but it also contributed to higher failure rates. Today, the company has <strong>fundamentally overhauled its procurement strategy<\/strong>, deploying almost exclusively server-grade drives engineered specifically for round-the-clock data center use.<\/p>\n<p>This strategic pivot likely accounts for a substantial share of the declining AFR trend over recent years. Server drives differ from desktop models in key design aspects: more durable bearings, superior vibration compensation, firmware optimized for sustained workloads, and generally longer warranty periods. For enterprise environments &#8211; whether on-premises or in colocation facilities &#8211; desktop drives are simply not a viable option.<\/p>\n<p>This point also affects how we interpret Backblaze\u2019s historical data: Falling failure rates reflect not only advances in drive technology, but also the impact of a <strong>more professionalized drive selection process<\/strong>.<\/p>\n<\/p>\n<h2 style=\"margin-top:32px;margin-bottom:16px;\">What the Data Can  &#8211;  and Cannot  &#8211;  Tell Us<\/h2>\n<p>Backblaze delivers one of the few independent, methodologically transparent long-term analyses of hard drive reliability. The company even publishes its complete raw datasets online, enabling anyone to verify and re-analyze the findings. In an industry where vendors rarely disclose detailed field-failure statistics, this transparency is exceptional.<\/p>\n<p>Still, important limitations apply: The data originates from a <strong>highly specific use case<\/strong> &#8211; cloud storage with heavy write loads, constant uptime, and unique environmental conditions inside Backblaze\u2019s data centers. Temperature, vibration, workload profiles, and firmware configurations may differ markedly from other environments. Directly extrapolating AFR values to other data centers &#8211; or to enterprise NAS systems &#8211; is therefore not advisable without careful contextual adjustment.<\/p>\n<p>Nor can the data predict the fate of any single drive. Statistics describe populations &#8211; not individuals. A drive with a 0.90 percent AFR might still fail after six months &#8211; or run flawlessly for ten years.<\/p>\n<\/p>\n<h2 style=\"margin-top:32px;margin-bottom:16px;\">Strategic Implications for Storage Architecture<\/h2>\n<p>Declining failure rates are welcome news &#8211; but they do not absolve IT leaders of their responsibility to implement resilient backup and redundancy strategies. An AFR of 1.36 percent sounds low, yet across a 1,000-drive fleet, it implies roughly <strong>14 failures per year<\/strong>. Even in a company operating just 500 drives in a storage cluster, that translates to several tangible failures requiring immediate response.<\/p>\n<p>RAID configurations, erasure coding, regular integrity checks, and disciplined replacement cycles remain essential. Organizations relying on on-premises storage should also establish <strong>SMART-value monitoring<\/strong> to detect incipient drive failures before they occur.<\/p>\n<p>For companies weighing on-premises versus cloud storage, Backblaze\u2019s data offers a compelling calculus: The cumulative effort of drive management &#8211; procurement, monitoring, replacement, spare-part inventory &#8211; adds up. Cloud providers absorb this operational burden, making it a relevant factor in total cost of ownership (TCO) analyses.<\/p>\n<\/p>\n<h2 style=\"margin-top:32px;margin-bottom:16px;\">Reliability Rises  &#8211;  But Diligence Remains Non-Negotiable<\/h2>\n<p>Backblaze\u2019s 2025 Annual Report confirms a positive trend: Hard drives are becoming more reliable &#8211; especially in the server segment and among newer model generations. Consolidation toward higher-capacity drives simultaneously reduces the total number of units required &#8211; and thus the pool of potential failure points.<\/p>\n<p>Yet the data also makes one thing unmistakably clear: <strong>Significant reliability gaps persist between individual models<\/strong>. IT leaders responsible for storage infrastructure must incorporate these differences into procurement decisions &#8211; and avoid relying solely on generic vendor assurances. A data-driven view of real-world failure rates &#8211; exactly what Backblaze provides &#8211; is a powerful tool for informed, strategic decision-making.<\/p>\n<p>In the end, a simple truth holds: No technological improvement replaces a sound backup strategy. Hard drives <em>will<\/em> fail &#8211; statistically, and regularly. Those prepared for it hold a decisive strategic advantage over those who rely solely on falling failure rates.<\/p>\n<h2 style=\"margin-top:32px;margin-bottom:16px;\">Frequently Asked Questions<\/h2>\n<details>\n<summary><strong>What is the Annualized Failure Rate (AFR) for hard drives?<\/strong><\/summary>\n<p>The Annualized Failure Rate (AFR) estimates the probability that a hard drive will fail within a given year. It\u2019s calculated by scaling observed failures relative to total drive-days of operation. Backblaze recorded an average AFR of 1.36 percent across all drives in 2025.<\/p>\n<\/details>\n<details>\n<summary><strong>Which drive models does Backblaze identify as most reliable?<\/strong><\/summary>\n<p>In the 2025 report, the Toshiba MG08ACA16TA (AFR: 0.90 percent) stood out, as did two Seagate models &#8211; the ST8000NM000A and ST16000NM002J &#8211; which recorded <strong>zero failures in Q4 2025<\/strong>. New 26-TB models showed an AFR of just 0.40 percent in their first quarter of deployment.<\/p>\n<\/details>\n<details>\n<summary><strong>Why do desktop and server drives differ in reliability?<\/strong><\/summary>\n<p>Server drives are engineered for 24\/7 operation and feature more robust bearings, superior vibration compensation, and firmware optimized for sustained workloads. Desktop drives are designed for intermittent use and exhibit significantly higher failure rates under continuous operation.<\/p>\n<\/details>\n<details>\n<summary><strong>Can Backblaze\u2019s data be directly applied to my own data center?<\/strong><\/summary>\n<p>Only with caution. Backblaze\u2019s data comes from a specific cloud-storage environment characterized by high write loads and distinct environmental conditions. Temperature, vibration, and workload profiles may differ substantially in other data centers or NAS deployments. Still, the data serves as valuable guidance for procurement decisions.<\/p>\n<\/details>\n<details>\n<summary><strong>What is the \u201cbathtub curve\u201d for hard drives?<\/strong><\/summary>\n<p>The bathtub curve describes the typical failure pattern over a drive\u2019s lifespan: relatively low failure rates early on (excluding infant mortality), increased risk during mid-life, and rising failures again near end-of-life due to wear.<\/p>\n<\/details>\n<details>\n<summary><strong>What actions should enterprises take  &#8211;  even with falling failure rates?<\/strong><\/summary>\n<p>RAID configurations, erasure coding, regular integrity checks, SMART monitoring, and structured lifecycle management remain essential. Even with an AFR of 1.36 percent, a 1,000-drive fleet faces approximately 14 failures annually.<\/p>\n<\/details>\n<details>\n<summary><strong>Are larger-capacity drives inherently more reliable than smaller ones?<\/strong><\/summary>\n<p>Not necessarily. Reliability depends more on the specific model, generation, and age than on capacity alone. Larger drives do reduce the total number of units needed &#8211; and thus lower the statistical count of potential failures across the entire system.<\/p>\n<\/details>\n<p style=\"text-align:right;\"><em>Header Image Source: Unsplash<\/em><\/p>\n<h3>Read more<\/h3>\n<ul>\n<li><a href=\"https:\/\/www.digital-chiefs.de\/en\/technical-debt-on-board-agenda\/\">Technical Debt: Why the Board Must Act Now<\/a><\/li>\n<li><a href=\"https:\/\/www.digital-chiefs.de\/en\/agentic-ai-without-an-owner-who-is-liable-when-the-ai-agent-makes-a-mistake\/\">Agentic AI without an owner: Who is liable when the AI agent makes a mistake<\/a><\/li>\n<li><a href=\"https:\/\/www.digital-chiefs.de\/en\/725-billion-us-dollar-capex-what-the-hyperscaler-bet-means-for-dach-cios\/\">725 billion US-Dollar CapEx: What the hyperscaler bet means for DACH-CIOs<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>8 min read TL;DR According to Backblaze, the average annual failure rate (AFR) of hard drives dropped to 1.36 percent &#8211; a decline from 1.55 percent the previous year. Significant differences persist between individual models and manufacturers: AFRs range from 0 percent to over 10 percent. Drives with capacities of 14 to 16 terabytes now [&hellip;]<\/p>\n","protected":false},"author":114,"featured_media":11350,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_yoast_wpseo_focuskw":"hard drives","_yoast_wpseo_title":"Hard Drives: Boost reliability with these key tips","_yoast_wpseo_metadesc":"Hard drives reliability improves with 1.36% AFR\u2014discover top-performing models and what to consider before buying. Check the full report now.","_yoast_wpseo_opengraph-image":"","_yoast_wpseo_opengraph-image-id":0,"_yoast_wpseo_twitter-image":"","_yoast_wpseo_twitter-image-id":0,"featured_post_sortierung":0,"featured_post":0,"pre_headline":"","bildquelle":"","teasertext":"","language":"de","_evm_slot_owner":"","_evm_translation_lang":"","_wp_old_slug":[],"footnotes":""},"categories":[700],"tags":[],"class_list":["post-14742","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ict-infrastructure","entry"],"wpml_language":"en","wpml_translation_of":11352,"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Hard Drives: Boost reliability with these key tips<\/title>\n<meta name=\"description\" content=\"Hard drives reliability improves with 1.36% AFR\u2014discover top-performing models and what to consider before buying. 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