{"id":97691,"date":"2026-07-22T09:21:47","date_gmt":"2026-07-22T16:21:47","guid":{"rendered":"https:\/\/github.blog\/changelog\/2026-07-21-new-copilot-usage-metrics-impact-dashboard"},"modified":"2026-07-22T16:31:05","modified_gmt":"2026-07-22T23:31:05","slug":"new-copilot-usage-metrics-impact-dashboard","status":"publish","type":[3521],"link":"https:\/\/github.blog\/changelog\/2026-07-22-new-copilot-usage-metrics-impact-dashboard","title":{"rendered":"New Copilot usage metrics impact dashboard"},"content":{"rendered":"<!DOCTYPE html PUBLIC \"-\/\/W3C\/\/DTD HTML 4.0 Transitional\/\/EN\" \"http:\/\/www.w3.org\/TR\/REC-html40\/loose.dtd\">\n<html><body><p>We&rsquo;ve released a new Copilot metrics impact dashboard for enterprise administrators and organization owners. This dashboard helps you tell a deeper Copilot impact story by sharing not just <strong>who<\/strong> is active, but <strong>how<\/strong> they&rsquo;re using Copilot. The dashboard builds on the <a href=\"https:\/\/github.blog\/changelog\/2026-05-29-copilot-usage-metrics-api-adds-cohorts-for-ai-adoption\/\">AI adoption phase cohorts in the Copilot usage metrics API<\/a>, turning the per-phase data into a visual view of adoption depth, impact, and the next steps that move developers into deeper-adoption cohorts.<\/p>\n<h3 id=\"whats-new\" id=\"whats-new\" ><a class=\"heading-link\" href=\"#whats-new\">What&rsquo;s new<span class=\"heading-hash pl-2 text-italic text-bold\" aria-hidden=\"true\"><\/span><\/a><\/h3>\n<p>The dashboard groups your engaged users by AI adoption phase and surfaces the metrics that matter for each cohort:<\/p>\n<ul>\n<li><strong>Adoption cohorts:<\/strong> Per-cohort cards for Phase 1 (Code-first), Phase 2 (Agent-first), and Phase 3 (Multi-agent or Copilot app), plus a Passive (licensed but not engaged) segment. Each card shows average pull requests merged per user per month, median pull request merge velocity, users in the phase, share of overall users per phase, and average lines of code per day per user.<\/li>\n<li><strong>Adoption multiplier:<\/strong> A comparative bottom-line-up-front throughput and speed comparison between your passive cohort and the average of your engaged Copilot users.<\/li>\n<li><strong>Trends:<\/strong> Charts that show cohort growth and pull request throughput over six months.<\/li>\n<li><strong>Recommended next steps:<\/strong> Guidance an admin can act on to move more users into deeper-adoption cohorts.<\/li>\n<\/ul>\n<h3 id=\"why-this-matters\" id=\"why-this-matters\" ><a class=\"heading-link\" href=\"#why-this-matters\">Why this matters<span class=\"heading-hash pl-2 text-italic text-bold\" aria-hidden=\"true\"><\/span><\/a><\/h3>\n<ul>\n<li><strong>Tell the maturity story:<\/strong> Move beyond simple active-user counts and see which Copilot capabilities your developers are actually adopting.<\/li>\n<li><strong>Target enablement:<\/strong> Spot licensed-but-not-engaged users and get clear, actionable next steps to deepen adoption.<\/li>\n<\/ul>\n<h3 id=\"important-notes\" id=\"important-notes\" ><a class=\"heading-link\" href=\"#important-notes\">Important notes<span class=\"heading-hash pl-2 text-italic text-bold\" aria-hidden=\"true\"><\/span><\/a><\/h3>\n<ul>\n<li>The dashboard is available to enterprise administrators and organization owners who have access to <a href=\"https:\/\/docs.github.com\/copilot\/concepts\/copilot-usage-metrics\">Copilot usage metrics<\/a>.<\/li>\n<li>Cohort assignments use the same <code>ai_adoption_phase<\/code> classification as the <a href=\"https:\/\/github.blog\/changelog\/2026-05-29-copilot-usage-metrics-api-adds-cohorts-for-ai-adoption\/\">Copilot usage metrics API<\/a>, based on Copilot product usage over a rolling 28-day window.<\/li>\n<\/ul>\n<p>Join the discussion within <a href=\"https:\/\/github.com\/orgs\/community\/discussions\/201425\">GitHub Community<\/a>.<\/p>\n<\/body><\/html>\n","protected":false},"excerpt":{"rendered":"<p>We&rsquo;ve released a new Copilot metrics impact dashboard for enterprise administrators and organization owners. This dashboard helps you tell a deeper Copilot impact story by sharing not just who is&hellip;<\/p>\n","protected":false},"author":2106,"featured_media":97705,"template":"","meta":{"_gh_post_show_toc":"","_gh_post_is_no_robots":"","_gh_post_is_featured":"","_gh_post_is_excluded":"","_gh_post_is_unlisted":"","_gh_post_related_link_1":"","_gh_post_related_link_2":"","_gh_post_related_link_3":"","_gh_post_sq_img":"","_gh_post_sq_img_id":"","_gh_post_cta_title":"","_gh_post_cta_text":"","_gh_post_cta_link":"","_gh_post_cta_button":"","_gh_post_recirc_hide":"","_gh_post_recirc_col_1":"","_gh_post_recirc_col_2":"","_gh_post_recirc_col_3":"","_gh_post_recirc_col_4":"","_featured_video":"","_gh_post_additional_query_params":"","footnotes":"","_links_to":"","_links_to_target":"","primary_cta":"","primary_cta_url":"","secondary_cta":"","secondary_cta_url":""},"label":[3633,2765,3632],"group":[3866],"coauthors":[3100],"class_list":["post-97691","changelog","type-changelog","status-publish","has-post-thumbnail","hentry","changelog-type-new-releases","changelog-label-account-management","changelog-label-copilot","changelog-label-enterprise-management-tools","changelog-group-07-2026"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.9 (Yoast SEO v27.9) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>New Copilot usage metrics impact dashboard - GitHub Changelog<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/github.blog\/changelog\/2026-07-22-new-copilot-usage-metrics-impact-dashboard\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"New Copilot usage metrics impact dashboard \u00b7 GitHub Changelog\" \/>\n<meta property=\"og:description\" content=\"We&rsquo;ve released a new Copilot metrics impact dashboard for enterprise administrators and organization owners. This dashboard helps you tell a deeper Copilot impact story by sharing not just who is&hellip;\" \/>\n<meta property=\"og:url\" content=\"https:\/\/github.blog\/changelog\/2026-07-22-new-copilot-usage-metrics-impact-dashboard\/\" \/>\n<meta property=\"og:site_name\" content=\"The GitHub Blog\" \/>\n<meta property=\"article:modified_time\" content=\"2026-07-22T23:31:05+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/github.blog\/wp-content\/uploads\/2026\/07\/Copilot_ImpactChangelog.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"2400\" \/>\n\t<meta property=\"og:image:height\" content=\"1260\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data1\" content=\"2 minutes\" \/>\n\t<meta name=\"twitter:label2\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data2\" content=\"Allison\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/github.blog\\\/changelog\\\/2026-07-22-new-copilot-usage-metrics-impact-dashboard\\\/\",\"url\":\"https:\\\/\\\/github.blog\\\/changelog\\\/2026-07-22-new-copilot-usage-metrics-impact-dashboard\\\/\",\"name\":\"New Copilot usage metrics impact dashboard - The GitHub Blog\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/github.blog\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/github.blog\\\/changelog\\\/2026-07-22-new-copilot-usage-metrics-impact-dashboard\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/github.blog\\\/changelog\\\/2026-07-22-new-copilot-usage-metrics-impact-dashboard\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/github.blog\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/Copilot_ImpactChangelog-1.jpg?fit=2400%2C1260\",\"datePublished\":\"2026-07-22T16:21:47+00:00\",\"dateModified\":\"2026-07-22T23:31:05+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/github.blog\\\/changelog\\\/2026-07-22-new-copilot-usage-metrics-impact-dashboard\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/github.blog\\\/changelog\\\/2026-07-22-new-copilot-usage-metrics-impact-dashboard\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/github.blog\\\/changelog\\\/2026-07-22-new-copilot-usage-metrics-impact-dashboard\\\/#primaryimage\",\"url\":\"https:\\\/\\\/github.blog\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/Copilot_ImpactChangelog-1.jpg?fit=2400%2C1260\",\"contentUrl\":\"https:\\\/\\\/github.blog\\\/wp-content\\\/uploads\\\/2026\\\/07\\\/Copilot_ImpactChangelog-1.jpg?fit=2400%2C1260\",\"width\":2400,\"height\":1260},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/github.blog\\\/changelog\\\/2026-07-22-new-copilot-usage-metrics-impact-dashboard\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/github.blog\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Changelogs\",\"item\":\"https:\\\/\\\/github.blog\\\/changelog\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"New Copilot usage metrics impact dashboard\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/github.blog\\\/#website\",\"url\":\"https:\\\/\\\/github.blog\\\/\",\"name\":\"The GitHub Blog\",\"description\":\"Updates, ideas, and inspiration from GitHub to help developers build and design software.\",\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/github.blog\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"New Copilot usage metrics impact dashboard - GitHub Changelog","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/github.blog\/changelog\/2026-07-22-new-copilot-usage-metrics-impact-dashboard\/","og_locale":"en_US","og_type":"article","og_title":"New Copilot usage metrics impact dashboard \u00b7 GitHub Changelog","og_description":"We&rsquo;ve released a new Copilot metrics impact dashboard for enterprise administrators and organization owners. This dashboard helps you tell a deeper Copilot impact story by sharing not just who is&hellip;","og_url":"https:\/\/github.blog\/changelog\/2026-07-22-new-copilot-usage-metrics-impact-dashboard\/","og_site_name":"The GitHub Blog","article_modified_time":"2026-07-22T23:31:05+00:00","og_image":[{"width":2400,"height":1260,"url":"https:\/\/github.blog\/wp-content\/uploads\/2026\/07\/Copilot_ImpactChangelog.jpg","type":"image\/jpeg"}],"twitter_card":"summary_large_image","twitter_misc":{"Est. reading time":"2 minutes","Written by":"Allison"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/github.blog\/changelog\/2026-07-22-new-copilot-usage-metrics-impact-dashboard\/","url":"https:\/\/github.blog\/changelog\/2026-07-22-new-copilot-usage-metrics-impact-dashboard\/","name":"New Copilot usage metrics impact dashboard - The GitHub Blog","isPartOf":{"@id":"https:\/\/github.blog\/#website"},"primaryImageOfPage":{"@id":"https:\/\/github.blog\/changelog\/2026-07-22-new-copilot-usage-metrics-impact-dashboard\/#primaryimage"},"image":{"@id":"https:\/\/github.blog\/changelog\/2026-07-22-new-copilot-usage-metrics-impact-dashboard\/#primaryimage"},"thumbnailUrl":"https:\/\/github.blog\/wp-content\/uploads\/2026\/07\/Copilot_ImpactChangelog-1.jpg?fit=2400%2C1260","datePublished":"2026-07-22T16:21:47+00:00","dateModified":"2026-07-22T23:31:05+00:00","breadcrumb":{"@id":"https:\/\/github.blog\/changelog\/2026-07-22-new-copilot-usage-metrics-impact-dashboard\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/github.blog\/changelog\/2026-07-22-new-copilot-usage-metrics-impact-dashboard\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/github.blog\/changelog\/2026-07-22-new-copilot-usage-metrics-impact-dashboard\/#primaryimage","url":"https:\/\/github.blog\/wp-content\/uploads\/2026\/07\/Copilot_ImpactChangelog-1.jpg?fit=2400%2C1260","contentUrl":"https:\/\/github.blog\/wp-content\/uploads\/2026\/07\/Copilot_ImpactChangelog-1.jpg?fit=2400%2C1260","width":2400,"height":1260},{"@type":"BreadcrumbList","@id":"https:\/\/github.blog\/changelog\/2026-07-22-new-copilot-usage-metrics-impact-dashboard\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/github.blog\/"},{"@type":"ListItem","position":2,"name":"Changelogs","item":"https:\/\/github.blog\/changelog\/"},{"@type":"ListItem","position":3,"name":"New Copilot usage metrics impact dashboard"}]},{"@type":"WebSite","@id":"https:\/\/github.blog\/#website","url":"https:\/\/github.blog\/","name":"The GitHub Blog","description":"Updates, ideas, and inspiration from GitHub to help developers build and design software.","potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/github.blog\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"}]}},"jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/github.blog\/wp-json\/wp\/v2\/changelogs\/97691","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/github.blog\/wp-json\/wp\/v2\/changelogs"}],"about":[{"href":"https:\/\/github.blog\/wp-json\/wp\/v2\/types\/changelog"}],"author":[{"embeddable":true,"href":"https:\/\/github.blog\/wp-json\/wp\/v2\/users\/2106"}],"version-history":[{"count":2,"href":"https:\/\/github.blog\/wp-json\/wp\/v2\/changelogs\/97691\/revisions"}],"predecessor-version":[{"id":97693,"href":"https:\/\/github.blog\/wp-json\/wp\/v2\/changelogs\/97691\/revisions\/97693"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/github.blog\/wp-json\/wp\/v2\/media\/97705"}],"wp:attachment":[{"href":"https:\/\/github.blog\/wp-json\/wp\/v2\/media?parent=97691"}],"wp:term":[{"taxonomy":"changelog-type","embeddable":true,"href":"https:\/\/github.blog\/wp-json\/wp\/v2\/type?post=97691"},{"taxonomy":"changelog-label","embeddable":true,"href":"https:\/\/github.blog\/wp-json\/wp\/v2\/label?post=97691"},{"taxonomy":"changelog-group","embeddable":true,"href":"https:\/\/github.blog\/wp-json\/wp\/v2\/group?post=97691"},{"taxonomy":"author","embeddable":true,"href":"https:\/\/github.blog\/wp-json\/wp\/v2\/coauthors?post=97691"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}