{"allowedRenditionsWidth":["320","480","640","768","960","1200","1440","1920"],"templateName":"blog-page","cssClassNames":"blog-page page basicpage summit-page","language":"en","description":"Snowflake Adaptive Compute is now GA across select AWS, Azure and Google Cloud regions, offering improved price-performance for variable and AI workloads with no manual tuning required.","title":"Adaptive Compute: Now GA Across Select AWS, Azure and Google Cloud 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28, 2026","authors":[{"authorImage":{"id":"image-082753d705","src":"https://www.snowflake.com/adobe/dynamicmedia/deliver/dm-aid--4ba49e84-b888-435d-873b-ee258a5e860e/likhita-thogersen.png?quality=85&preferwebp=true","alt":"Headshot-style photo of Likhita Thogersen of Snowflake","lazyEnabled":true,"width":"1254","height":"1254",":type":"snowflake-site/components/image"},"authorCta":{"id":"button-1afda2e83a","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/en/blog/authors/likhita-thogersen/"},"linkTargetContentType":"DOCUMENT_LEARN",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"Likhita Thogersen"}},{"authorImage":{"id":"image-277d20a25d","src":"https://www.snowflake.com/adobe/dynamicmedia/deliver/dm-aid--8abfe0e1-f452-4f0c-85cb-2c21dbcc9bef/tehzeeb-versey-patel.png?quality=85&preferwebp=true","alt":"Avatar headshot of Tehzeeb Versey-Patel of Snowflake","lazyEnabled":true,"width":"400","height":"400",":type":"snowflake-site/components/image"},"authorCta":{"id":"button-74498a9e55","showOutboundIcon":false,"buttonLink":{"valid":true,"url":"/en/blog/authors/tehzeeb-versey-patel/"},"linkTargetContentType":"DOCUMENT_LEARN",":type":"snowflake-site/components/button","linkType":"SNOWFLAKE_INTERNAL","text":"Tehzeeb Versey-Patel"}}],"tag":{"tagText":"Product and Technology","tagColor":"#3F808A"},"title":{"lines":["Snowflake Adaptive Compute: Improved Real-World Price-Performance, Available on AWS, Azure and GCP"],"type":"heading2",":type":"snowflake-site/components/title-v2"},":type":"snowflake-site/components/blog/blog-hero"}},":itemsOrder":["blog_hero"]},"responsivegrid_content":{"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","columnClassNames":{"image":"aem-GridColumn aem-GridColumn--default--12","code_snippet":"aem-GridColumn aem-GridColumn--default--12","blog_text_1573939951":"aem-GridColumn 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Dashboards spike, agent activity fluctuates, and modern AI apps introduce unpredictable bursts of data prep, retrieval and inference requests. Your compute has to be agile enough to respond to those changes without requiring constant tuning, no matter where your workloads run.\u003C/p\u003E\r\n\u003Cp\u003ESnowflake Adaptive Compute automatically adjusts compute resources to address fluctuating workload demands, reducing the need for time-consuming manual tuning and maintenance. Newly released enhancements are designed to deliver improved real-world price-performance for variable workloads, and those benefits are now generally available to customers on Microsoft Azure and Google Cloud (joining the previously-announced \u003Ca href=\"https://www.snowflake.com/en/blog/adaptive-compute-generally-available/?utm_source=linkedin&utm_medium=sm-boost&utm_campaign=compete&utm_cta=button&utm_content=1781617519\" target=\"_blank\" rel=\"nofollow noopener noreferrer\"\u003EAWS availability\u003C/a\u003E).\u003C/p\u003E\r\n\u003Cp\u003E \u003C/p\u003E\r\n","richText":true,":type":"snowflake-site/components/blog/blog-text"},"image":{"id":"image-fe8962aadf","src":"https://www.snowflake.com/adobe/dynamicmedia/deliver/dm-aid--c74b6c2c-afa6-4c5f-bee6-3503b2050882/a186f68f-da74-4504-8584-0987c85f6bf1.png?quality=85&preferwebp=true","alt":"Diagram showing how Adaptive Warehouses tap into shared compute and fuel Adaptive Compute","lazyEnabled":true,"width":"850","height":"783",":type":"snowflake-site/components/image"},"blog_text_1418044943":{"id":"blog-text-dcbe579f7b","text":"\u003Ch2\u003EA compute engine built for diverse AI workloads \u003C/h2\u003E\r\n\u003Cp\u003EInstead of forcing you to choose between overprovisioning for peak traffic or risking slowdowns, Adaptive Compute is designed to continuously adjust compute resources in response to changing workload demands. This helps maintain performance while reducing manual tuning, so your team can focus on delivering insights instead of managing warehouses. With today's launch expanding Adaptive Compute to select regions across AWS, Microsoft Azure and Google Cloud, you can extend these adaptive benefits across your multi-cloud environment.\u003C/p\u003E\r\n\u003Ch2\u003EImproved price-performance for variable workloads\u003C/h2\u003E\r\n\u003Cp\u003EOur latest improvements to Adaptive Compute deliver real-world price-performance gains for lower-concurrency and variable compute profile workloads, where demand fluctuates across the day or spikes unpredictably. \u003C/p\u003E\r\n\u003Cp\u003ECompared to the Adaptive Compute version released in June 2026, customers may now see up to a 30% improvement in cost depending on the shape of the workload. That means Adaptive Compute is now an even more compelling choice for organizations with multiple types of demanding and dynamic workloads.\u003C/p\u003E\r\n","richText":true,":type":"snowflake-site/components/blog/blog-text"},"image_1014883481":{"id":"image-321d77dc15","src":"https://www.snowflake.com/adobe/dynamicmedia/deliver/dm-aid--3a5f1fdd-fa38-453b-9c3b-3a5250b5ebb5/adaptive-30-percent-cheaper.png?quality=85&preferwebp=true","alt":"Bar chart showing up to 30% lower cost for the Adaptive version released July 23 compared to the version announced June 16 at time of GA","lazyEnabled":true,"width":"1536","height":"1024","title":"Based on single-user 10TB TPC DS benchmarks when comparing Adaptive Compute on 06/16 in comparison to Adaptive Compute on 7/23 which contains the cost improvement. Actual savings may vary by cloud, region, warehouse size, workload and usage pattern. ",":type":"snowflake-site/components/image"},"blog_text_725549142":{"id":"blog-text-1fb1675ec8","text":"\u003Ch2\u003ENow available in select Azure and Google Cloud regions \u003C/h2\u003E\r\n\u003Cp\u003EAdaptive Compute is now generally available for Enterprise+ Accounts in select Microsoft Azure and Google Cloud regions, as well as the AWS regions \u003Ca href=\"https://www.snowflake.com/en/blog/adaptive-compute-generally-available/?utm_source=linkedin&utm_medium=sm-boost&utm_campaign=compete&utm_cta=button&utm_content=1781617519\" target=\"_blank\" rel=\"nofollow noopener noreferrer\"\u003Eannounced in June\u003C/a\u003E:\u003C/p\u003E\r\n\u003Ch4\u003EMicrosoft Azure\u003C/h4\u003E\r\n\u003Cul\u003E\r\n\u003Cli\u003E\u003Cp\u003E\u003Cb\u003EAmericas: \u003C/b\u003ECentral US (Iowa), East US 2 (Virginia)\u003C/p\u003E\r\n\u003C/li\u003E\r\n\u003Cli\u003E\u003Cp\u003E\u003Cb\u003EEurope: \u003C/b\u003EWest Europe (Netherlands), North Europe (Ireland), UK South (London), Switzerland North (Zurich), Sweden Central (Gävle)\u003C/p\u003E\r\n\u003C/li\u003E\r\n\u003C/ul\u003E\r\n\u003Ch4\u003EGoogle Cloud\u003C/h4\u003E\r\n\u003Cul\u003E\r\n\u003Cli\u003E\u003Cp\u003E\u003Cb\u003EAmericas: \u003C/b\u003Eus-east4 (Northern Virginia)\u003C/p\u003E\r\n\u003C/li\u003E\r\n\u003Cli\u003E\u003Cp\u003E\u003Cb\u003EEurope: \u003C/b\u003Eeurope-west 2 (London), europe-west 3 (Frankfurt), europe-west 4 (Netherlands)\u003C/p\u003E\r\n\u003C/li\u003E\r\n\u003Cli\u003E\u003Cp\u003E\u003Cb\u003EAsia Pacific: \u003C/b\u003EAustralia-Southeast 2 (Melbourne)\u003C/p\u003E\r\n\u003C/li\u003E\r\n\u003C/ul\u003E\r\n\u003Ch4\u003EAWS\u003C/h4\u003E\r\n\u003Cul\u003E\r\n\u003Cli\u003E\u003Cp\u003E\u003Cb\u003EAmericas: \u003C/b\u003EUS West 2 (Oregon), US East 2 (Ohio)\u003C/p\u003E\r\n\u003C/li\u003E\r\n\u003Cli\u003E\u003Cp\u003E\u003Cb\u003EEurope: \u003C/b\u003EEU West 1 (Ireland), EU Central 1 (Frankfurt)\u003C/p\u003E\r\n\u003C/li\u003E\r\n\u003Cli\u003E\u003Cp\u003E\u003Cb\u003EAsia Pacific: \u003C/b\u003EAP Northeast 1 (Tokyo), AP Southeast 2 (Sydney)\u003C/p\u003E\r\n\u003C/li\u003E\r\n\u003C/ul\u003E\r\n\u003Ch2\u003EHow to get started with Adaptive Compute\u003C/h2\u003E\r\n\u003Cp\u003EIf you're already using Snowflake, moving to Adaptive Compute is seamless. Instead of rebuilding your infrastructure or changing warehouse names in your existing pipelines and scripts, you can upgrade your existing Snowflake standard warehouses with a simple configuration change and zero downtime. This allows you to transition your production and AI workloads smoothly while fully retaining your existing configurations, access control policies and monitoring metrics.\u003C/p\u003E\r\n","richText":true,":type":"snowflake-site/components/blog/blog-text"},"code_snippet":{"id":"code-snippet-602f26f161","codeSnippet":"alter warehouse \u003Cwarehouse_name\u003E set warehouse_type='ADAPTIVE';","multiLine":true,":type":"snowflake-site/components/code-snippet"},"blog_text_683512397":{"id":"blog-text-23ba5eb201","text":"\u003Cp\u003EFor setup guidance and benchmark results across analytics, throughput and DML workloads, check out our \u003Ca rel=\"nofollow noopener noreferrer\" target=\"_blank\" href=\"https://www.snowflake.com/en/blog/adaptive-compute-generally-available/?utm_source=linkedin&utm_medium=sm-boost&utm_campaign=compete&utm_cta=button&utm_content=1781617519\"\u003EJune launch post\u003C/a\u003E.\u003C/p\u003E\r\n\u003Ch2\u003ENext steps\u003C/h2\u003E\r\n\u003Cp\u003ELearn more about Snowflake’s compute enhancements and how your organization can benefit from better performance with less operational complexity:\u003C/p\u003E\r\n\u003Cul\u003E\r\n\u003Cli\u003E\u003Cp\u003EWatch our\u003Ca rel=\"nofollow noopener noreferrer\" target=\"_blank\" href=\"https://youtu.be/_KiqMbX3dnM?t=2829\"\u003E Snowflake AI Pulse\u003C/a\u003E webinar and see how Adaptive Compute sets up AI for success\u003C/p\u003E\r\n\u003C/li\u003E\r\n\u003Cli\u003E\u003Cp\u003EExplore \u003Ca rel=\"nofollow noopener noreferrer\" target=\"_blank\" href=\"https://www.snowflake.com/en/product/features/adaptive-compute/?utm_campaign=compete&utm_source=linkedin&utm_medium=sm-boost&utm_content=1781617519&utm_cta=button\"\u003EAdaptive Compute\u003C/a\u003E capabilities and use cases\u003C/p\u003E\r\n\u003C/li\u003E\r\n\u003Cli\u003E\u003Cp\u003EGet more details about availability, requirements and setup in our \u003Ca rel=\"nofollow noopener noreferrer\" target=\"_blank\" href=\"https://docs.snowflake.com/en/user-guide/warehouses-adaptive?utm_campaign=compete&utm_source=linkedin&utm_medium=sm-boost&utm_content=1781617519&utm_cta=button\"\u003Edocumentation\u003C/a\u003E\u003C/p\u003E\r\n\u003C/li\u003E\r\n\u003C/ul\u003E\r\n","richText":true,":type":"snowflake-site/components/blog/blog-text"},"blog_text_1573939951":{"id":"blog-text-b7c6790ab8","text":"\u003Cp\u003E \u003C/p\u003E\r\n\u003Cp\u003E\u003Ci\u003EForward-looking statements: This content contains forward-looking statements, including about our future product offerings, and are not commitments to deliver any product offerings. Actual results and offerings may differ and are subject to known and unknown risk and uncertainties. See our latest 10-Q for more information.\u003C/i\u003E\u003C/p\u003E\r\n","richText":true,":type":"snowflake-site/components/blog/blog-text"}},":itemsOrder":["blog_text","image","blog_text_1418044943","image_1014883481","blog_text_725549142","code_snippet","blog_text_683512397","blog_text_1573939951"],":type":"wcm/foundation/components/responsivegrid"},"responsivegrid_premium_content_banner":{"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","columnClassNames":{},"columnCount":12,"appliedCssClassNames":"snowflake-responsive-component-top-padding-medium",":items":{},":itemsOrder":[],":type":"wcm/foundation/components/responsivegrid"},"container_author_chip":{"gridClassNames":"aem-Grid aem-Grid--12 aem-Grid--default--12","columnClassNames":{"author_chip":"aem-GridColumn 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