{"id":34957,"date":"2026-03-19T10:09:11","date_gmt":"2026-03-19T10:09:11","guid":{"rendered":"https:\/\/www.europesays.com\/ch\/34957\/"},"modified":"2026-03-19T10:09:11","modified_gmt":"2026-03-19T10:09:11","slug":"roche-boosts-rd-with-major-nvidia-gpu-expansion-for-drug-discovery-news-and-statistics","status":"publish","type":"post","link":"https:\/\/www.europesays.com\/ch\/34957\/","title":{"rendered":"Roche Boosts R&#038;D with Major Nvidia GPU Expansion for Drug Discovery &#8211; News and Statistics"},"content":{"rendered":"<p>\n\t\t\t\t\t\t\t\t\t\t\t\tMar 16, 2026\t\t\t\t\t<\/p>\n<p><a href=\"https:\/\/www.indexbox.io\/store\/switzerland\/\" target=\"_blank\" rel=\"nofollow noopener\">According to Reuters<\/a>, the Swiss pharmaceutical company <a href=\"https:\/\/www.indexbox.io\/store\/branch\/pharmaceutical_products\/\" target=\"_blank\" rel=\"nofollow noopener\">Roche<\/a> has announced an expansion of its computing infrastructure. The firm stated that it added more than 2,100 specialized processors from <a href=\"https:\/\/app.indexbox.io\/companies\/profile\/742093\/\" target=\"_blank\" rel=\"noopener nofollow\">Nvidia<\/a> to support its work in creating new drugs and diagnostic tools.<\/p>\n<p>The company indicated this additional hardware is intended to accelerate activities throughout its research and development units. These activities include modeling, analyzing data, and managing clinical trial procedures.<\/p>\n<p>Roche reported deploying 2,176 Nvidia Blackwell graphics processing units across facilities located in the United States and Europe. The company described this as giving it the largest such processing footprint within its industry. This expansion initiative started in 2023 and forms part of a broader partnership with Nvidia.<\/p>\n<p>The move aligns with increased investment in advanced computing tools by Roche. Large drugmakers are seeking to shorten development cycles and lower expenses. A company executive noted that in the healthcare sector, time is a highly critical factor.<\/p>\n<p>The pharmaceutical industry has seen numerous agreements for tools related to artificial intelligence. Some analysts view this technology as a significant advancement. A consulting firm suggested last year that certain types of advanced computing systems could substantially improve productivity in clinical development over a five-year period.<\/p>\n<p class=\"fs-5\">This report provides a comprehensive view of the computing machinery industry in Switzerland, tracking demand, supply, and trade flows across the national value chain. It explains how demand across key channels and end-use segments shapes consumption patterns, while also mapping the role of input availability, production efficiency, and regulatory standards on supply.<\/p>\n<p class=\"fs-5\">Beyond headline metrics, the study benchmarks prices, margins, and trade routes so you can see where value is created and how it moves between domestic suppliers and international partners. The analysis is designed to support strategic planning, market entry, portfolio prioritization, and risk management in the computing machinery landscape in Switzerland.<\/p>\n<p>Quick navigation<br \/>\nKey findings<\/p>\n<p>  Domestic demand is shaped by both household and industrial usage, with trade flows linking local supply to imports and exports.<br \/>\n  Pricing dynamics reflect unit values, freight costs, exchange rates, and regulatory shifts that affect sourcing decisions.<br \/>\n  Supply depends on input availability and production efficiency, creating a distinct national cost curve.<br \/>\n  Market concentration varies by segment, creating different competitive landscapes and entry barriers.<br \/>\n  The 2035 outlook highlights where capacity investment and demand growth are most aligned within the country.<br \/>\nReport scope<\/p>\n<p class=\"fs-5\">The report combines market sizing with trade intelligence and price analytics for Switzerland. It covers both historical performance and the forward outlook to 2035, allowing you to compare cycles, structural shifts, and policy impacts.<\/p>\n<p>  Market size and growth in value and volume terms<br \/>\n  Consumption structure by end-use segments<br \/>\n  Production capacity, output, and cost dynamics<br \/>\n  Trade flows, exporters, importers, and balances<br \/>\n  Price benchmarks, unit values, and margin signals<br \/>\n  Competitive context and market entry conditions<br \/>\nProduct coverageProdcom 26201100 &#8211; Laptop PCs and palm-top organisersProdcom 26201300 &#8211; Desk top PCsProdcom 26201400 &#8211; Digital data processing machines: presented in the form of systemsProdcom 26201500 &#8211; Other digital automatic data processing machines whether or not containing in the same housing one or two of the following units: storage units, input\/output unitsProdcom 26201640 &#8211; Printers, copying machines and facsimile machines, capable of connecting to an automatic data processing machine or to a network (excluding printing machinery used for printing by means of plates, cylinders and other components, andProdcom 26201650 &#8211; KeyboardsProdcom 26201660 &#8211; Other input or output units, whether or not containing storage units in the same housingProdcom 26201700 &#8211; Monitors and projectors, principally used in an automatic data processing systemProdcom 26201800 &#8211; Machines which perform two or more of the functions of printing, copying or facsimile transmission, capable of connecting to an automatic data processing machine or to a networkProdcom 26202100 &#8211; Storage unitsProdcom 26203000 &#8211; Other units of automatic data processing machines (excluding network communications equipment (e.g. hubs, routers, g ateways) for LANs and WANs and sound, video, network and similar cards for automatic data processing machines)Prodcom 26204000 &#8211; Parts and accessories of the machines of HSProdcom 28232600 &#8211; Parts and accessories of printers of HSProdcom 26122000 &#8211; Network communications equipment (e.g. hubs, routers, g ateways) for LANs and WANs and sound, video, network and similar cards for automatic data processing machinesProdcom 269900Z0 &#8211; Other units of automatic data processing machinesCountry coverageCountry profile and benchmarks<\/p>\n<p class=\"fs-5\">This report provides a consistent view of market size, trade balance, prices, and per-capita indicators for Switzerland. The profile highlights demand structure and trade position, enabling benchmarking against regional and global peers.<\/p>\n<p>Methodology<\/p>\n<p class=\"fs-5\">The analysis is built on a multi-source framework that combines official statistics, trade records, company disclosures, and expert validation. Data are standardized, reconciled, and cross-checked to ensure consistency across time series.<\/p>\n<p>  International trade data (exports, imports, and mirror statistics)<br \/>\n  National production and consumption statistics<br \/>\n  Company-level information from financial filings and public releases<br \/>\n  Price series and unit value benchmarks<br \/>\n  Analyst review, outlier checks, and time-series validation<\/p>\n<p class=\"fs-5\">All data are normalized to a common product definition and mapped to a consistent set of codes. This ensures that comparisons across time are aligned and actionable.<\/p>\n<p>Forecasts to 2035<\/p>\n<p class=\"fs-5\">The forecast horizon extends to 2035 and is based on a structured model that links computing machinery demand and supply to macroeconomic indicators, trade patterns, and sector-specific drivers. The model captures both cyclical and structural factors and reflects known policy and technology shifts in Switzerland.<\/p>\n<p>  Historical baseline: 2012-2025<br \/>\n  Forecast horizon: 2026-2035<br \/>\n  Scenario-based sensitivity to income growth, substitution, and regulation<br \/>\n  Capacity and investment outlook for major producing companies<\/p>\n<p class=\"fs-5\">Each projection is built from national historical patterns and the broader regional context, allowing the report to show where growth is concentrated and where risks are elevated.<\/p>\n<p>Price analysis and trade dynamics<\/p>\n<p class=\"fs-5\">Prices are analyzed in detail, including export and import unit values, regional spreads, and changes in trade costs. The report highlights how seasonality, freight rates, exchange rates, and supply disruptions influence pricing and margins.<\/p>\n<p>  Price benchmarks by country and sub-region<br \/>\n  Export and import unit value trends<br \/>\n  Seasonality and calendar effects in trade flows<br \/>\n  Price outlook to 2035 under baseline assumptions<br \/>\nProfiles of market participants<\/p>\n<p class=\"fs-5\">Key producers, exporters, and distributors are profiled with a focus on their operational scale, geographic footprint, product mix, and market positioning. This helps identify competitive pressure points, partnership opportunities, and routes to differentiation.<\/p>\n<p>  Business focus and production capabilities<br \/>\n  Geographic reach and distribution networks<br \/>\n  Cost structure and pricing strategy indicators<br \/>\n  Compliance, certification, and sustainability context<br \/>\nHow to use this report<\/p>\n<p>  Quantify domestic demand and identify the most attractive segments<br \/>\n  Evaluate export opportunities and prioritize target destinations<br \/>\n  Track price dynamics and protect margins<br \/>\n  Benchmark performance against leading competitors<br \/>\n  Build evidence-based forecasts for investment decisions<\/p>\n<p class=\"fs-5\">This report is designed for manufacturers, distributors, importers, wholesalers, investors, and advisors who need a clear, data-driven picture of computing machinery dynamics in Switzerland.<\/p>\n<p>FAQ<br \/>\nWhat is included in the computing machinery market in Switzerland?<\/p>\n<p class=\"fs-5\">The market size aggregates consumption and trade data, presented in both value and volume terms.<\/p>\n<p>How are the forecasts to 2035 built?<\/p>\n<p class=\"fs-5\">The projections combine historical trends with macroeconomic indicators, trade dynamics, and sector-specific drivers.<\/p>\n<p>Does the report cover prices and margins?<\/p>\n<p class=\"fs-5\">Yes, it includes export and import unit values, regional spreads, and a pricing outlook to 2035.<\/p>\n<p>Which benchmarks are included?<\/p>\n<p class=\"fs-5\">The report benchmarks market size, trade balance, prices, and per-capita indicators for Switzerland.<\/p>\n<p>Can this report support market entry decisions?<\/p>\n<p class=\"fs-5\">Yes, it highlights demand hotspots, trade routes, pricing trends, and competitive context.<\/p>\n<p>\t\t1. INTRODUCTION<\/p>\n<p class=\"text-secondary fs-6\">Making Data-Driven Decisions to Grow Your Business<\/p>\n<p>\t\t\t\tREPORT DESCRIPTION<br \/>\n\t\t\t\tRESEARCH METHODOLOGY AND THE AI PLATFORM<br \/>\n\t\t\t\tDATA-DRIVEN DECISIONS FOR YOUR BUSINESS<br \/>\n\t\t\t\tGLOSSARY AND SPECIFIC TERMS<\/p>\n<p>\t\t2. EXECUTIVE SUMMARY<\/p>\n<p class=\"text-secondary fs-6\">A Quick Overview of Market Performance<\/p>\n<p>\t\t\t\tKEY FINDINGS<br \/>\n\t\t\t\tMARKET TRENDS<a class=\"px-2\" href=\"https:\/\/www.indexbox.io\/licenses\/\" target=\"_blank\" rel=\"nofollow noopener\">This Chapter is Available Only for the Professional Edition<\/a>PRO<\/p>\n<p>\t\t3. MARKET OVERVIEW<\/p>\n<p class=\"text-secondary fs-6\">Understanding the Current State of The Market and its Prospects<\/p>\n<p>\t\t\t\tMARKET SIZE: HISTORICAL DATA (2012\u20132025) AND FORECAST (2026\u20132035)<br \/>\n\t\t\t\tMARKET STRUCTURE: HISTORICAL DATA (2012\u20132025) AND FORECAST (2026\u20132035)<br \/>\n\t\t\t\tTRADE BALANCE: HISTORICAL DATA (2012\u20132025) AND FORECAST (2026\u20132035)<br \/>\n\t\t\t\tPER CAPITA CONSUMPTION: HISTORICAL DATA (2012\u20132025) AND FORECAST (2026\u20132035)<br \/>\n\t\t\t\tMARKET FORECAST TO 2035<\/p>\n<p>\t\t4. MOST PROMISING PRODUCTS FOR DIVERSIFICATION<\/p>\n<p class=\"text-secondary fs-6\">Finding New Products to Diversify Your Business<\/p>\n<p>\t\t\t\tTOP PRODUCTS TO DIVERSIFY YOUR BUSINESS<br \/>\n\t\t\t\tBEST-SELLING PRODUCTS<br \/>\n\t\t\t\tMOST CONSUMED PRODUCTS<br \/>\n\t\t\t\tMOST TRADED PRODUCTS<br \/>\n\t\t\t\tMOST PROFITABLE PRODUCTS FOR EXPORTS<\/p>\n<p>\t\t5. MOST PROMISING SUPPLYING COUNTRIES<\/p>\n<p class=\"text-secondary fs-6\">Choosing the Best Countries to Establish Your Sustainable Supply Chain<\/p>\n<p>\t\t\t\tTOP COUNTRIES TO SOURCE YOUR PRODUCT<br \/>\n\t\t\t\tTOP PRODUCING COUNTRIES<br \/>\n\t\t\t\tTOP EXPORTING COUNTRIES<br \/>\n\t\t\t\tLOW-COST EXPORTING COUNTRIES<\/p>\n<p>\t\t6. MOST PROMISING OVERSEAS MARKETS<\/p>\n<p class=\"text-secondary fs-6\">Choosing the Best Countries to Boost Your Export<\/p>\n<p>\t\t\t\tTOP OVERSEAS MARKETS FOR EXPORTING YOUR PRODUCT<br \/>\n\t\t\t\tTOP CONSUMING MARKETS<br \/>\n\t\t\t\tUNSATURATED MARKETS<br \/>\n\t\t\t\tTOP IMPORTING MARKETS<br \/>\n\t\t\t\tMOST PROFITABLE MARKETS<\/p>\n<p>\t\t7. PRODUCTION<\/p>\n<p class=\"text-secondary fs-6\">The Latest Trends and Insights into The Industry<\/p>\n<p>\t\t\t\tPRODUCTION VOLUME AND VALUE: HISTORICAL DATA (2012\u20132025) AND FORECAST (2026\u20132035)<\/p>\n<p>\t\t8. IMPORTS<\/p>\n<p class=\"text-secondary fs-6\">The Largest Import Supplying Countries<\/p>\n<p>\t\t\t\tIMPORTS: HISTORICAL DATA (2012\u20132025) AND FORECAST (2026\u20132035)<br \/>\n\t\t\t\tIMPORTS BY COUNTRY: HISTORICAL DATA (2012\u20132025)<br \/>\n\t\t\t\tIMPORT PRICES BY COUNTRY: HISTORICAL DATA (2012\u20132025)<\/p>\n<p>\t\t9. EXPORTS<\/p>\n<p class=\"text-secondary fs-6\">The Largest Destinations for Exports<\/p>\n<p>\t\t\t\tEXPORTS: HISTORICAL DATA (2012\u20132025) AND FORECAST (2026\u20132035)<br \/>\n\t\t\t\tEXPORTS BY COUNTRY: HISTORICAL DATA (2012\u20132025)<br \/>\n\t\t\t\tEXPORT PRICES BY COUNTRY: HISTORICAL DATA (2012\u20132025)<\/p>\n<p>\t\t10. PROFILES OF MAJOR PRODUCERS<\/p>\n<p class=\"text-secondary fs-6\">The Largest Producers on The Market and Their Profiles<\/p>\n<p>\t\tLIST OF TABLES<\/p>\n<p>\t\t\t\tKey Findings In 2025<br \/>\n\t\t\t\tMarket Volume, In Physical Terms: Historical Data (2012\u20132025) and Forecast (2026\u20132035)<br \/>\n\t\t\t\tMarket Value: Historical Data (2012\u20132025) and Forecast (2026\u20132035)<br \/>\n\t\t\t\tPer Capita Consumption: Historical Data (2012\u20132025) and Forecast (2026\u20132035)<br \/>\n\t\t\t\tImports, In Physical Terms, By Country, 2012\u20132025<br \/>\n\t\t\t\tImports, In Value Terms, By Country, 2012\u20132025<br \/>\n\t\t\t\tImport Prices, By Country, 2012\u20132025<br \/>\n\t\t\t\tExports, In Physical Terms, By Country, 2012\u20132025<br \/>\n\t\t\t\tExports, In Value Terms, By Country, 2012\u20132025<br \/>\n\t\t\t\tExport Prices, By Country, 2012\u20132025<\/p>\n<p>\t\tLIST OF FIGURES<\/p>\n<p>\t\t\t\tMarket Volume, In Physical Terms: Historical Data (2012\u20132025) and Forecast (2026\u20132035)<br \/>\n\t\t\t\tMarket Value: Historical Data (2012\u20132025) and Forecast (2026\u20132035)<br \/>\n\t\t\t\tMarket Structure \u2013 Domestic Supply vs. Imports, in Physical Terms: Historical Data (2012\u20132025) and Forecast (2026\u20132035)<br \/>\n\t\t\t\tMarket Structure \u2013 Domestic Supply vs. Imports, in Value Terms: Historical Data (2012\u20132025) and Forecast (2026\u20132035)<br \/>\n\t\t\t\tTrade Balance, In Physical Terms: Historical Data (2012\u20132025) and Forecast (2026\u20132035)<br \/>\n\t\t\t\tTrade Balance, In Value Terms: Historical Data (2012\u20132025) and Forecast (2026\u20132035)<br \/>\n\t\t\t\tPer Capita Consumption: Historical Data (2012\u20132025) and Forecast (2026\u20132035)<br \/>\n\t\t\t\tMarket Volume Forecast to 2035<br \/>\n\t\t\t\tMarket Value Forecast to 2035<br \/>\n\t\t\t\tMarket Size and Growth, By Product<br \/>\n\t\t\t\tAverage Per Capita Consumption, By Product<br \/>\n\t\t\t\tExports and Growth, By Product<br \/>\n\t\t\t\tExport Prices and Growth, By Product<br \/>\n\t\t\t\tProduction Volume and Growth<br \/>\n\t\t\t\tExports and Growth<br \/>\n\t\t\t\tExport Prices and Growth<br \/>\n\t\t\t\tMarket Size and Growth<br \/>\n\t\t\t\tPer Capita Consumption<br \/>\n\t\t\t\tImports and Growth<br \/>\n\t\t\t\tImport Prices<br \/>\n\t\t\t\tProduction, In Physical Terms: Historical Data (2012\u20132025) and Forecast (2026\u20132035)<br \/>\n\t\t\t\tProduction, In Value Terms: Historical Data (2012\u20132025) and Forecast (2026\u20132035)<br \/>\n\t\t\t\tImports, In Physical Terms: Historical Data (2012\u20132025) and Forecast (2026\u20132035)<br \/>\n\t\t\t\tImports, In Value Terms: Historical Data (2012\u20132025) and Forecast (2026\u20132035)<br \/>\n\t\t\t\tImports, In Physical Terms, By Country, 2025<br \/>\n\t\t\t\tImports, In Physical Terms, By Country, 2012\u20132025<br \/>\n\t\t\t\tImports, In Value Terms, By Country, 2012\u20132025<br \/>\n\t\t\t\tImport Prices, By Country, 2012\u20132025<br \/>\n\t\t\t\tExports, In Physical Terms: Historical Data (2012\u20132025) and Forecast (2026\u20132035)<br \/>\n\t\t\t\tExports, In Value Terms: Historical Data (2012\u20132025) and Forecast (2026\u20132035)<br \/>\n\t\t\t\tExports, In Physical Terms, By Country, 2025<br \/>\n\t\t\t\tExports, In Physical Terms, By Country, 2012\u20132025<br \/>\n\t\t\t\tExports, In Value Terms, By Country, 2012\u20132025<br \/>\n\t\t\t\tExport Prices, By Country, 2012\u20132025<\/p>\n","protected":false},"excerpt":{"rendered":"Mar 16, 2026 According to Reuters, the Swiss pharmaceutical company Roche has announced an expansion of its computing&hellip;\n","protected":false},"author":2,"featured_media":34958,"comment_status":"","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":"","_share_on_mastodon":"0"},"categories":[124],"tags":[17202,225,20669,1288,1176,324,9161,6007,337,134],"class_list":["post-34957","post","type-post","status-publish","format-standard","has-post-thumbnail","category-roche","tag-accelerated-computing","tag-artificial-intelligence","tag-blackwell","tag-clinical-trials","tag-diagnostics","tag-drug-development","tag-gpus","tag-nvidia","tag-pharmaceuticals","tag-roche"],"share_on_mastodon":{"url":"https:\/\/pubeurope.com\/@ch\/116255297556965284","error":""},"_links":{"self":[{"href":"https:\/\/www.europesays.com\/ch\/wp-json\/wp\/v2\/posts\/34957","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.europesays.com\/ch\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.europesays.com\/ch\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/ch\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/ch\/wp-json\/wp\/v2\/comments?post=34957"}],"version-history":[{"count":0,"href":"https:\/\/www.europesays.com\/ch\/wp-json\/wp\/v2\/posts\/34957\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.europesays.com\/ch\/wp-json\/wp\/v2\/media\/34958"}],"wp:attachment":[{"href":"https:\/\/www.europesays.com\/ch\/wp-json\/wp\/v2\/media?parent=34957"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.europesays.com\/ch\/wp-json\/wp\/v2\/categories?post=34957"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.europesays.com\/ch\/wp-json\/wp\/v2\/tags?post=34957"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}