{"id":24825,"date":"2026-02-10T13:50:31","date_gmt":"2026-02-10T06:50:31","guid":{"rendered":"https:\/\/gcloudvn.com\/?p=24825"},"modified":"2026-02-10T15:40:39","modified_gmt":"2026-02-10T08:40:39","slug":"announcing-claude-opus-4-6-on-vertex-ai","status":"publish","type":"post","link":"https:\/\/gcloudvn.com\/en\/announcing-claude-opus-4-6-on-vertex-ai\/","title":{"rendered":"Announcing Claude Opus 4.6 on Vertex AI"},"content":{"rendered":"<p>At Google Cloud, we\u2019re committed to providing customers with the leading selection of models to build and scale production-ready AI apps and agents on a platform optimized for performance, trust, and global scale. Today, we\u2019re further expanding Vertex AI\u2019s curated collection of models with the addition of Anthropic\u2019s newest release: Claude Opus 4.6.<\/p>\n<p><a href=\"https:\/\/gcloudvn.com\/en\/announcing-claude-opus-4-6-on-vertex-ai\/attachment\/020326a_hf1423_social_anthropic_opus_4-6_v-max-2500x2500\/\" rel=\"attachment wp-att-24832\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-24832\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/02\/020326a_HF1423_Social_Anthropic_Opus_4.6_v.max-2500x2500-1.jpg\" alt=\"\" width=\"2436\" height=\"1200\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/02\/020326a_HF1423_Social_Anthropic_Opus_4.6_v.max-2500x2500-1.jpg 2436w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/02\/020326a_HF1423_Social_Anthropic_Opus_4.6_v.max-2500x2500-1-768x378.jpg 768w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/02\/020326a_HF1423_Social_Anthropic_Opus_4.6_v.max-2500x2500-1-1536x757.jpg 1536w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/02\/020326a_HF1423_Social_Anthropic_Opus_4.6_v.max-2500x2500-1-2048x1009.jpg 2048w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/02\/020326a_HF1423_Social_Anthropic_Opus_4.6_v.max-2500x2500-1-18x9.jpg 18w\" sizes=\"auto, (max-width: 2436px) 100vw, 2436px\" \/><\/a><\/p>\n<p><span style=\"font-weight: 400;\">Claude Opus 4.6 is Anthropic\u2019s most powerful model yet. In addition to excelling at complex coding tasks and creating sophisticated agents, Opus 4.6 delivers a step-change in enterprise workflows\u2014generating documents, spreadsheets, and presentations with professional polish and domain awareness. Top use cases include:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Enterprise workflows: Reach production-ready documents, spreadsheets, and presentations with fewer rounds of edits. Ideal for finance, legal, and other precision-critical verticals where polish and domain accuracy matter.<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Financial analysis: Connect the dots across regulatory filings, market reports, and internal data to surface insights.<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Coding: Transform multi-day development projects into hours-long tasks, helping handle the full lifecycle from requirements gathering to implementation and maintenance with less oversight.<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Agentic tasks: Orchestrate complex multi-step workflows across dozens of tools with improved reliability and recovery from errors.<\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\">Computer use: Unlock workflows that depend on complex visual interpretation and multi-step navigation.<\/li>\n<\/ul>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_80 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/gcloudvn.com\/en\/announcing-claude-opus-4-6-on-vertex-ai\/#Trai_nghiem_Claude_Opus_46_on_Vertex_AI\" >Try Claude Opus 4.6 on Vertex AI<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/gcloudvn.com\/en\/announcing-claude-opus-4-6-on-vertex-ai\/#Tinh_nang_kha_dung\" >Feature availability<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/gcloudvn.com\/en\/announcing-claude-opus-4-6-on-vertex-ai\/#Xay_dung_cac_he_thong_tac_nhan_voi_bo_cong_cu_tri_tue_nhan_tao_hoan_chinh\" >Build agentic systems with a complete AI stack<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/gcloudvn.com\/en\/announcing-claude-opus-4-6-on-vertex-ai\/#Vi_sao_cac_nha_xay_dung_chon_Claude_tren_Vertex_AI\" >Why builders choose Claude on Vertex AI<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/gcloudvn.com\/en\/announcing-claude-opus-4-6-on-vertex-ai\/#Xay_dung_cac_tac_nhan_doanh_nghiep_voi_Claude_Opus_46_tren_Vertex_AI\" >Build enterprise agents with Claude Opus 4.6 on Vertex AI<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"Trai_nghiem_Claude_Opus_46_on_Vertex_AI\"><\/span><strong>Try Claude Opus 4.6 on Vertex AI<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">Enterprises can quickly deploy the model through Google Cloud Marketplace, streamlining procurement and billing.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Tinh_nang_kha_dung\"><\/span><b>Feature availability<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<table>\n<tbody>\n<tr>\n<td><b>The existing\u00a0<\/b><\/td>\n<td><b>Claude Opus 4.6 on Vertex AI Availability\u00a0<\/b><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Adaptive Thinking<\/span><\/td>\n<td><span style=\"font-weight: 400;\">GA\u00a0<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Fine-grained tool streaming toggle<\/span><\/td>\n<td><span style=\"font-weight: 400;\">GA<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Effort parameter<\/span><\/td>\n<td><span style=\"font-weight: 400;\">GA<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">128k Output Tokens<\/span><\/td>\n<td><span style=\"font-weight: 400;\">GA<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Compaction API<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Preview<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">1M Context Window<\/span><\/td>\n<td><span style=\"font-weight: 400;\">Preview<\/span><\/td>\n<\/tr>\n<tr>\n<td><span style=\"font-weight: 400;\">Tool params quoting consistency<\/span><\/td>\n<td><span style=\"font-weight: 400;\">GA<\/span><\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3><span class=\"ez-toc-section\" id=\"Xay_dung_cac_he_thong_tac_nhan_voi_bo_cong_cu_tri_tue_nhan_tao_hoan_chinh\"><\/span><b>Build agentic systems with a complete AI stack<\/b><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p>Vertex AI eliminates the trade-off between accessing frontier models and utilizing a world-class AI development platform. Because building sophisticated agents requires more than just a model, Vertex AI provides a complete agentic stack designed to manage the complexities of production, governance, and global scale.<\/p>\n<p>Rapidly build intelligent agents: Leverage the Vertex AI Agent Builder stack\u2014including the Agent Development Kit\u2014to move multi-step agentic workflows from prototype to scaled production.<\/p>\n<p>Scale agents with fully managed services: Use Agent Engine to deploy and scale agents in a serverless environment. With Memory Bank and Sessions, your Claude-powered agents maintain persistent, long-term context across multiple interactions for a more natural user experience.<\/p>\n<p>Improve performance and reduce costs: Maintain consistent performance during peak demand by reserving dedicated capacity at a fixed cost with Provisioned Throughput. To further improve efficiency, leverage features like the global endpoint for Claude, prompt caching with flexible Time To Live (TTL), batch predictions, web search (preview), and a 1M token context window (preview) for Claude Opus 4.6.<\/p>\n<p>Run on optimized infrastructure: Vertex AI\u2019s infrastructure is purpose-built to handle the compute demands of frontier models to help lower latency and improve efficiency.<\/p>\n<p>Govern and secure at scale: Integrated governance controls keep agents on task and their actions logged. Secure the full AI stack including models and agents with Google Cloud\u2019s foundational security and data residency controls, protect against novel AI threats like prompt injection and tool poisoning with Model Armor, and get advanced AI Protection in Security Command Center to prioritize AI risks and detect threats.<\/p>\n<h2><span class=\"ez-toc-section\" id=\"Vi_sao_cac_nha_xay_dung_chon_Claude_tren_Vertex_AI\"><\/span><b>Why builders choose Claude on Vertex AI<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><a href=\"https:\/\/gcloudvn.com\/en\/announcing-claude-opus-4-6-on-vertex-ai\/attachment\/shopify_5g2sftz-max-700x700\/\" rel=\"attachment wp-att-24831\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-24831\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/02\/shopify_5g2sFtz.max-700x700-1.jpg\" alt=\"\" width=\"630\" height=\"234\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/02\/shopify_5g2sFtz.max-700x700-1.jpg 630w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/02\/shopify_5g2sFtz.max-700x700-1-18x7.jpg 18w\" sizes=\"auto, (max-width: 630px) 100vw, 630px\" \/><\/a><\/p>\n<p><span style=\"font-weight: 400;\">\u201cThe combination of Claude and Vertex AI helps us empower millions of merchants with our AI-enabled commerce assistant, Sidekick. There\u2019s been a lot of merchants that we\u2019ve talked to that say Sidekick \u2018feels like a lifeline for small businesses\u2019 and helps them \u2018come out on top\u2019.\u201d<\/span><\/p>\n<p><span style=\"font-weight: 400;\">- Andrew McNamara, Director of Applied AI, Shopify<\/span><\/p>\n<p><a href=\"https:\/\/gcloudvn.com\/en\/announcing-claude-opus-4-6-on-vertex-ai\/attachment\/spring-max-700x700\/\" rel=\"attachment wp-att-24830\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-24830\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/02\/spring.max-700x700-1.jpg\" alt=\"\" width=\"630\" height=\"234\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/02\/spring.max-700x700-1.jpg 630w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/02\/spring.max-700x700-1-18x7.jpg 18w\" sizes=\"auto, (max-width: 630px) 100vw, 630px\" \/><\/a><\/p>\n<p><span style=\"font-weight: 400;\">\u201cClaude in combination with Vertex AI, delivers stability and reliability for our customers when it comes to building code for complex multi-step tasks and executing tool calls.\u201d<\/span><\/p>\n<p><span style=\"font-weight: 400;\">- Amitay Gilboa, CEO, spring.new<\/span><\/p>\n<p><a href=\"https:\/\/gcloudvn.com\/en\/announcing-claude-opus-4-6-on-vertex-ai\/attachment\/telus_2m0a5tm-max-700x700\/\" rel=\"attachment wp-att-24829\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-24829\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/02\/telus_2m0A5TM.max-700x700-1.jpg\" alt=\"\" width=\"630\" height=\"234\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/02\/telus_2m0A5TM.max-700x700-1.jpg 630w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/02\/telus_2m0A5TM.max-700x700-1-18x7.jpg 18w\" sizes=\"auto, (max-width: 630px) 100vw, 630px\" \/><\/a><\/p>\n<p><span style=\"font-weight: 400;\">\u201cGetting a model as powerful as Anthropic's Claude on Vertex AI is a win-win that makes life so much easier. We get a model that excels at tool calling on a comprehensive platform that integrates with our core Google Cloud workloads like GKE and Cloud Run \u2014 that's the magic.\u201d<\/span><\/p>\n<p><span style=\"font-weight: 400;\">- Justin Watts, Distinguished Engineer, TELUS<\/span><\/p>\n<p><a href=\"https:\/\/gcloudvn.com\/en\/announcing-claude-opus-4-6-on-vertex-ai\/attachment\/augment_code-max-700x700\/\" rel=\"attachment wp-att-24828\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-24828\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/02\/augment_code.max-700x700-1.jpg\" alt=\"\" width=\"630\" height=\"234\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/02\/augment_code.max-700x700-1.jpg 630w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/02\/augment_code.max-700x700-1-18x7.jpg 18w\" sizes=\"auto, (max-width: 630px) 100vw, 630px\" \/><\/a><\/p>\n<p><span style=\"font-weight: 400;\">\u201cThanks to the quality of Anthropic's technology and the ease of implementing it through Vertex AI, we switched our chat feature to Claude Sonnet 3.5 and improved performance in a single weekend.\u201d<\/span><\/p>\n<p><span style=\"font-weight: 400;\">- Guy Gur-Ari, co-founder of Augment Code<\/span><\/p>\n<p><a href=\"https:\/\/gcloudvn.com\/en\/announcing-claude-opus-4-6-on-vertex-ai\/attachment\/paloalto_network-max-700x700\/\" rel=\"attachment wp-att-24827\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-24827\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/02\/paloalto_network.max-700x700-1.jpg\" alt=\"\" width=\"630\" height=\"234\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/02\/paloalto_network.max-700x700-1.jpg 630w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/02\/paloalto_network.max-700x700-1-18x7.jpg 18w\" sizes=\"auto, (max-width: 630px) 100vw, 630px\" \/><\/a><\/p>\n<p><span style=\"font-weight: 400;\">\u201cWith Claude running on Vertex AI, we saw a 20% to 30% increase in code development velocity. Running Claude on Vertex AI not only accelerates development projects, it enables us to hardwire security into code before it ships.\u201d<\/span><\/p>\n<p><span style=\"font-weight: 400;\">- Gunjan Patel, Director of Engineering, Office of the CPO at Palo Alto Networks<\/span><\/p>\n<p><a href=\"https:\/\/gcloudvn.com\/en\/announcing-claude-opus-4-6-on-vertex-ai\/attachment\/replit_y7kvqff-max-700x700\/\" rel=\"attachment wp-att-24826\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-full wp-image-24826\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/02\/replit_y7Kvqff.max-700x700-1.jpg\" alt=\"\" width=\"630\" height=\"234\" srcset=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/02\/replit_y7Kvqff.max-700x700-1.jpg 630w, https:\/\/gcloudvn.com\/wp-content\/uploads\/2026\/02\/replit_y7Kvqff.max-700x700-1-18x7.jpg 18w\" sizes=\"auto, (max-width: 630px) 100vw, 630px\" \/><\/a><\/p>\n<p><span style=\"font-weight: 400;\">\u201cOur AI agent is made more powerful through Claude models running on Vertex AI. This integration allows us to easily connect with other Google Cloud services, like Cloud Run, to work together behind the scenes to help customers turn their ideas into apps.\u201d<\/span><\/p>\n<p><span style=\"font-weight: 400;\">- Amjad Masad, Founder and CEO, Replit<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Xay_dung_cac_tac_nhan_doanh_nghiep_voi_Claude_Opus_46_tren_Vertex_AI\"><\/span><b>Build enterprise agents with Claude Opus 4.6 on Vertex AI<\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p>Claude Opus 4.6 is now generally available on Vertex AI. Enterprises can also quickly deploy the model through Google Cloud Marketplace, streamlining procurement and billing.<\/p>\n<p>To begin your development journey, explore our sample notebook and visit our documentation for comprehensive pricing and regional availability details.<\/p>","protected":false},"excerpt":{"rendered":"<p>T\u1ea1i Google Cloud, Google cam k\u1ebft cung c\u1ea5p cho kh\u00e1ch h\u00e0ng s\u1ef1 l\u1ef1a ch\u1ecdn h\u00e0ng \u0111\u1ea7u c\u00e1c m\u00f4 h\u00ecnh \u0111\u1ec3 x\u00e2y d\u1ef1ng v\u00e0 m\u1edf r\u1ed9ng quy m\u00f4 c\u00e1c \u1ee9ng d\u1ee5ng v\u00e0 t\u00e1c nh\u00e2n AI s\u1eb5n s\u00e0ng cho s\u1ea3n xu\u1ea5t tr\u00ean&hellip;<\/p>","protected":false},"author":2,"featured_media":24833,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[1,135],"tags":[],"class_list":["post-24825","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-kienthuc","category-google-cloud-platform","entry","has-media"],"_links":{"self":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/posts\/24825","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/comments?post=24825"}],"version-history":[{"count":4,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/posts\/24825\/revisions"}],"predecessor-version":[{"id":24839,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/posts\/24825\/revisions\/24839"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/media\/24833"}],"wp:attachment":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/media?parent=24825"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/categories?post=24825"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/tags?post=24825"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}