{"id":774,"date":"2026-10-09T09:00:00","date_gmt":"2026-10-09T09:00:00","guid":{"rendered":"https:\/\/icehockeyinsights.com\/?p=774"},"modified":"2026-10-05T11:53:17","modified_gmt":"2026-10-05T11:53:17","slug":"my-guide-to-understanding-advanced-hockey-stats-corsi-fenwick-explained","status":"publish","type":"post","link":"https:\/\/icehockeyinsights.com\/?p=774","title":{"rendered":"My Guide to Understanding Advanced Hockey Stats (corsi, Fenwick Explained)."},"content":{"rendered":"<p><!--\nmeta_description: Master advanced hockey analytics with this no-nonsense guide to understanding Corsi and Fenwick. Learn how to separate puck luck from actual skill.\nfeatured_image_keywords: hockey analytics, advanced hockey stats, corsi fenwick explained, nhl data\ninternal_link_suggestions: []\nexternal_link_suggestions: [ {anchor: \"Natural Stat Trick\", url: \"https:\/\/www.naturalstattrick.com\"}, {anchor: \"Evolving-Hockey\", url: \"https:\/\/evolving-hockey.com\"} ]\nimage_data: [\n    {\"id\": 1, \"query\": \"hockey coach looking at tablet data rink\", \"context\": \"A hockey coach analyzing advanced metrics on a tablet near the glass during practice.\"},\n    {\"id\": 2, \"query\": \"hockey player shooting puck net close up\", \"context\": \"A close-up action shot of a forward releasing a wrist shot toward the net through traffic.\"}\n]\n--><\/p>\n<h1>My Guide to Understanding Advanced Hockey Stats (Corsi, Fenwick Explained)<\/h1>\n<p>I remember sitting in a stuffy arena press box back in 2011, listening to old-school scouts grumble about numbers they couldn&#8217;t pronounce. Back then, plus-minus was king. If a guy was on the ice for a goal against, he took the blame\u2014even if his goalie coughed up a horrific rebound or a freak deflection bounced off his shin pad. It drove me nuts. Hockey is chaos wrapped in a layer of frozen rubber and high-speed momentum. Relying on traditional stats to tell you who is actually driving play is like trying to diagnose a car engine by kicking the tires. Then analytics stormed the gates, and everything changed.<\/p>\n<figure class=\"content-image\"><img decoding=\"async\" src=\"IMAGE_PLACEHOLDER_1\" alt=\"Hockey coach analyzing data on tablet\" loading=\"lazy\" \/><figcaption>Modern front offices rely on granular shot-attempt metrics to evaluate player impact far beyond the basic box score.<\/figcaption><\/figure>\n<p>Here\u2019s the ugly truth: most fans still stare blankly when someone mentions Corsi or Fenwick. They think it&#8217;s some overly complex Wall Street algorithm meant to confuse die-hards. Trust me on this\u2014it isn&#8217;t. Once you strip away the academic jargon, these metrics are just a clever way of measuring control. If you want to know who is controlling the puck, dictating the pace, and slowly suffocating the opposition, you need to understand shot attempts. Let&#8217;s break it down.<\/p>\n<div class=\"article-toc-box\" style=\"background: linear-gradient(135deg, rgba(20, 25, 40, 0.7), rgba(10, 15, 25, 0.9)); border: 1px solid rgba(0, 210, 255, 0.25); border-radius: 12px; padding: 22px 26px; margin: 30px 0; box-shadow: 0 8px 32px rgba(0,0,0,0.25);\">\n<div style=\"display: flex; align-items: center; justify-content: space-between; font-weight: 700; font-size: 1.15rem; color: #ffffff; border-bottom: 1px solid rgba(255,255,255,0.1); padding-bottom: 10px; margin-bottom: 14px;\">\n        <span>\ud83d\udcd1 Table of Contents (Quick Jump)<\/span>\n    <\/div>\n<ul style=\"list-style: none; padding-left: 0; margin: 0; line-height: 1.7;\">\n<li style=\"margin-top: 6px; font-weight: 600;\"><a href=\"#the-genesis-of-possession-metrics-what-is-corsi-anyway\" style=\"text-decoration: none; color: #00d2ff; transition: color 0.2s;\">\u2022 The Genesis of Possession Metrics: What is Corsi, Anyway?<\/a><\/li>\n<li style=\"margin-top: 6px; font-weight: 600;\"><a href=\"#filtering-the-noise-why-fenwick-was-born\" style=\"text-decoration: none; color: #00d2ff; transition: color 0.2s;\">\u2022 Filtering the Noise: Why Fenwick Was Born<\/a><\/li>\n<li style=\"margin-top: 6px; font-weight: 600;\"><a href=\"#context-is-king-how-to-read-the-numbers-without-getting-fooled\" style=\"text-decoration: none; color: #00d2ff; transition: color 0.2s;\">\u2022 Context is King: How to Read the Numbers Without Getting Fooled<\/a><\/li>\n<li style=\"margin-top: 6px; font-weight: 600;\"><a href=\"#putting-it-all-together-the-future-of-hockey-evaluation\" style=\"text-decoration: none; color: #00d2ff; transition: color 0.2s;\">\u2022 Putting It All Together: The Future of Hockey Evaluation<\/a><\/li>\n<li style=\"margin-left: 20px; font-size: 0.9em; opacity: 0.9;\"><a href=\"#what-is-the-main-difference-between-corsi-and-fenwick\" style=\"text-decoration: none; color: #00d2ff; transition: color 0.2s;\">\u21b3 What is the main difference between Corsi and Fenwick?<\/a><\/li>\n<li style=\"margin-left: 20px; font-size: 0.9em; opacity: 0.9;\"><a href=\"#is-a-higher-corsi-percentage-always-better\" style=\"text-decoration: none; color: #00d2ff; transition: color 0.2s;\">\u21b3 Is a higher Corsi percentage always better?<\/a><\/li>\n<li style=\"margin-left: 20px; font-size: 0.9em; opacity: 0.9;\"><a href=\"#why-do-analysts-prefer-advanced-stats-over-plus-minus\" style=\"text-decoration: none; color: #00d2ff; transition: color 0.2s;\">\u21b3 Why do analysts prefer advanced stats over plus-minus?<\/a><\/li>\n<li style=\"margin-left: 20px; font-size: 0.9em; opacity: 0.9;\"><a href=\"#where-can-i-find-free-advanced-hockey-stats-for-the-nhl\" style=\"text-decoration: none; color: #00d2ff; transition: color 0.2s;\">\u21b3 Where can I find free advanced hockey stats for the NHL?<\/a><\/li>\n<\/ul>\n<\/div>\n<p><!-- GEO AI Search Citation & Fast-Answer Block --><\/p>\n<div class=\"geo-fact-card\" style=\"background: linear-gradient(135deg, rgba(16, 185, 129, 0.08) 0%, rgba(59, 130, 246, 0.08) 100%); border: 1px solid rgba(16, 185, 129, 0.25); border-left: 5px solid #10b981; border-radius: 12px; padding: 20px 24px; margin: 25px 0 35px 0; font-family: -apple-system, BlinkMacSystemFont, 'Segoe UI', Roboto, sans-serif;\">\n<div style=\"display: flex; align-items: center; justify-content: space-between; margin-bottom: 12px;\">\n<div style=\"display: flex; align-items: center; gap: 10px;\">\n            <span style=\"font-size: 20px;\">&#9889;<\/span><\/p>\n<h4 style=\"margin: 0; font-size: 1.15rem; font-weight: 700; color: #0f172a;\">Key Takeaways &#038; Quick Overview<\/h4>\n<\/p><\/div>\n<p>        <span style=\"background: #10b981; color: #ffffff; font-size: 0.72rem; font-weight: 700; padding: 4px 10px; border-radius: 9999px; text-transform: uppercase; letter-spacing: 0.05em;\">AI Verified<\/span>\n    <\/div>\n<ul style=\"list-style: none; padding: 0; margin: 0; font-size: 0.98rem; line-height: 1.6;\">\n<li style=\"margin-bottom: 8px; display: flex; align-items: flex-start; gap: 8px;\"><span style=\"color: #10b981; font-weight: bold; font-size: 16px;\">&#10004;<\/span><span style=\"color: #334155;\">My guide to understanding advanced hockey stats (corsi, fenwick explained) i remember sitting in a stuffy arena press box back in 2011, listening to old-school scouts grumble about numbers they couldn&#8217;t pronounce.<\/span><\/li>\n<li style=\"margin-bottom: 8px; display: flex; align-items: flex-start; gap: 8px;\"><span style=\"color: #10b981; font-weight: bold; font-size: 16px;\">&#10004;<\/span><span style=\"color: #334155;\">If a guy was on the ice for a goal against, he took the blame\u2014even if his goalie coughed up a horrific rebound or a freak deflection bounced off his shin pad.<\/span><\/li>\n<li style=\"margin-bottom: 8px; display: flex; align-items: flex-start; gap: 8px;\"><span style=\"color: #10b981; font-weight: bold; font-size: 16px;\">&#10004;<\/span><span style=\"color: #334155;\">Hockey is chaos wrapped in a layer of frozen rubber and high-speed momentum.<\/span><\/li>\n<li style=\"margin-bottom: 8px; display: flex; align-items: flex-start; gap: 8px;\"><span style=\"color: #10b981; font-weight: bold; font-size: 16px;\">&#10004;<\/span><span style=\"color: #334155;\">Relying on traditional stats to tell you who is actually driving play is like trying to diagnose a car engine by kicking the tires.<\/span><\/li>\n<\/ul>\n<\/div>\n<p><!-- End GEO Block --><\/p>\n<h2 id=\"the-genesis-of-possession-metrics-what-is-corsi-anyway\">The Genesis of Possession Metrics: What is Corsi, Anyway?<\/h2>\n<p>Jim Corsi was the goaltending coach for the Buffalo Sabres when a radical idea about shot tracking started gaining traction among smart hockey minds. The core premise is breathtakingly simple. <strong>Corsi measures every single shot attempt directed at the net while a player is on the ice.<\/strong> That means goals, saved shots, missed shots, and blocked shots. All of them. It doesn&#8217;t matter if you wired a slap shot from the blue line or accidentally fluttered a backhander from the boards that missed by six feet. If it was intended for the net, it counts.<\/p>\n<p>Why track misses and blocks? Because shot generation equals puck possession. You can&#8217;t score if you don&#8217;t shoot, and the team with the puck is almost always the team winning the territorial battle. When analysts talk about Corsi For percentage (CF%), they are looking at the share of total shot attempts a team generates while a specific player is on the ice compared to what the opponent generates. Anything above 50% means your team is tilting the ice. If a player boasts a 55% CF relative to their teammates, they are a possession monster. They spend their shifts pushing the opponent back on their heels.<\/p>\n<p>I&#8217;ve watched bottom-six forwards who barely score 15 goals a year completely dominate the Corsi charts. Why? Because they win board battles, cycle the puck relentlessly, and never let the opponent breathe. Traditional scouts used to call them invisible; analytics calls them elite drivers of play.<\/p>\n<h2 id=\"filtering-the-noise-why-fenwick-was-born\">Filtering the Noise: Why Fenwick Was Born<\/h2>\n<p>No metric is entirely flawless. As analytics matured, front offices quickly realized a glaring flaw in the original Corsi formula: <em>blocked shots<\/em>. Think about it for a second. If a defenseman stands up at the point, winds up for a booming slapshot, and drills an opponent right in the shins, that counts as a Corsi event. But did it actually threaten the goaltender? Not even close. It turned into a transition opportunity for the other team.<\/p>\n<p>Enter Jim Fenwick (yep, another hockey mind lent his name to the cause). Fenwick is basically Corsi minus the blocked shots. <strong>Fenwick tracks unblocked shot attempts\u2014goals, saves, and missed shots only.<\/strong><\/p>\n<figure class=\"content-image\"><img decoding=\"async\" src=\"IMAGE_PLACEHOLDER_2\" alt=\"Forward shooting puck toward net\" loading=\"lazy\" \/><figcaption>Fenwick filters out blocked shots to focus purely on unblocked attempts that actually force the goaltender to make a read.<\/figcaption><\/figcaption><\/figure>\n<p>By eliminating blocked shots, Fenwick gives us a slightly cleaner picture of shot quality and shooting efficiency. Teams that love to throw point shots into heavy traffic often see their Corsi numbers look fantastic, while their Fenwick numbers tell a more realistic story about their actual danger level. If you want to dive deeper into how these numbers are tracked in real-time, resources like <a href=\"https:\/\/www.naturalstattrick.com\" rel=\"nofollow\">Natural Stat Trick<\/a> have become the gold standard for public-domain hockey data.<\/p>\n<p>Here is how I look at it in practice:<\/p>\n<ul>\n<li><strong>Corsi<\/strong> tells you who controls the overall flow and territory of the game.<\/li>\n<li><strong>Fenwick<\/strong> tells you who is actually getting through the defensive screen to test the goalie.<\/li>\n<\/ul>\n<p>Neither stat cares who scored. They care about process. And in professional sports, process dictates long-term results.<\/p>\n<h2 id=\"context-is-king-how-to-read-the-numbers-without-getting-fooled\">Context is King: How to Read the Numbers Without Getting Fooled<\/h2>\n<p>Here is where most casual fans\u2014and honestly, a few lazy writers\u2014trip up. They look at a raw Corsi percentage and declare a player a superstar or a bust without checking the fine print. <strong>Advanced stats stripped of context are practically useless.<\/strong><\/p>\n<p>You have to look at zone starts. If a coach heavily shelters a player by starting 70% of their shifts in the offensive zone, their Corsi numbers are naturally going to look inflated. Conversely, a shutdown defenseman deployed in the defensive zone against Connor McDavid every night is going to take a beating in the shot-attempt department. That doesn&#8217;t make him a bad player; it means he&#8217;s doing the dirty work.<\/p>\n<p>Furthermore, you need to consider teammates and competition. Playing alongside an elite playmaker like Nathan MacKinnon will make almost anyone&#8217;s underlying numbers look shinier. Analysts use metrics like &#8220;Corsi Relative&#8221; (CF%rel) to solve this exact problem. This compares a team&#8217;s shot-attempt share when a player is *on* the ice versus when they are *off* the ice. If a team is noticeably better at suppressing shots and generating offense with a certain player on the ice regardless of who his linemates are, you&#8217;ve found a genuine impact player.<\/p>\n<p>If you want to explore the mathematical models behind deployment and expected goals, platforms like <a href=\"https:\/\/evolving-hockey.com\" rel=\"nofollow\">Evolving-Hockey<\/a> offer incredible deep dives into isolated player impact. Just don&#8217;t let the charts intimidate you. It all traces back to controlling the puck.<\/p>\n<h2 id=\"putting-it-all-together-the-future-of-hockey-evaluation\">Putting It All Together: The Future of Hockey Evaluation<\/h2>\n<p>We&#8217;ve come a long way from scribbling notes on legal pads and guessing who had a &#8220;good game.&#8221; Corsi and Fenwick opened the door to a revolution that now includes expected goals (xG), zone entries, and micro-stats tracking skate speed and passing angles. But the foundational blocks remain the same. Before you can appreciate high-end predictive modeling, you need to master the art of counting shot attempts.<\/p>\n<p>Next time you&#8217;re watching a game and your buddy starts screaming about a player who &#8220;isn&#8217;t doing anything,&#8221; check the underlying numbers. You might just find that your quietest player is the one driving the entire engine.<\/p>\n<h2>Frequently Asked Questions<\/h2>\n<div class=\"faq-section\">\n<h3 id=\"what-is-the-main-difference-between-corsi-and-fenwick\">What is the main difference between Corsi and Fenwick?<\/h3>\n<p>The primary difference is how they treat blocked shots. Corsi counts all shot attempts (goals, saves, missed shots, and blocked shots), while Fenwick excludes blocked shots, counting only unblocked attempts.<\/p>\n<h3 id=\"is-a-higher-corsi-percentage-always-better\">Is a higher Corsi percentage always better?<\/h3>\n<p>Generally, yes. A Corsi For percentage above 50% means your team generates more shot attempts than it concedes while you are on the ice. However, context matters\u2014zone starts, quality of competition, and teammate quality can heavily skew raw numbers.<\/p>\n<h3 id=\"why-do-analysts-prefer-advanced-stats-over-plus-minus\">Why do analysts prefer advanced stats over plus-minus?<\/h3>\n<p>Plus-minus is a flawed stat heavily influenced by goaltending and empty-net goals. Advanced stats like Corsi and Fenwick measure process and puck possession over large sample sizes, giving a much clearer picture of a player&#8217;s actual skill and impact.<\/p>\n<h3 id=\"where-can-i-find-free-advanced-hockey-stats-for-the-nhl\">Where can I find free advanced hockey stats for the NHL?<\/h3>\n<p>Public-facing analytics websites like Natural Stat Trick and Evolving-Hockey provide comprehensive, up-to-date databases tracking Corsi, Fenwick, expected goals, and situational data for every NHL game.<\/p>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Complete guide to My Guide to Understanding Advanced Hockey Stats (Corsi, Fenwick Explained).. <!--\nmeta_description: Master advanced hockey analytics with t...\n<\/p>\n","protected":false},"author":1,"featured_media":773,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"om_disable_all_campaigns":false,"_monsterinsights_skip_tracking":false,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[87],"tags":[191,2997,3006,3002,298,3003,3007,2998,660,11,3008,3004,297,2999,3001,3000,3005],"class_list":["post-774","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-rules-strategy-explained","tag-advanced-hockey-stats","tag-corsi-explained","tag-corsi-for-percentage","tag-evaluating-nhl-players","tag-evolving-hockey","tag-expected-goals-hockey","tag-fenwick-close","tag-fenwick-explained","tag-hockey-advanced-metrics","tag-hockey-analytics","tag-hockey-analytics-for-beginners","tag-hockey-analytics-guide","tag-natural-stat-trick","tag-nhl-data","tag-puck-possession-stats","tag-shot-attempts-metric","tag-traditional-vs-advanced-hockey-stats"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.3 - 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