{"id":55,"date":"2023-12-07T04:28:43","date_gmt":"2023-12-07T04:28:43","guid":{"rendered":"https:\/\/egoanalytics.me\/?page_id=55"},"modified":"2026-04-05T18:44:46","modified_gmt":"2026-04-05T18:44:46","slug":"gambling-performances-homepage","status":"publish","type":"page","link":"https:\/\/egoanalytics.me\/index.php\/gambling-performances-homepage\/","title":{"rendered":"Gambling Performances Homepage"},"content":{"rendered":"\n<div class=\"wp-block-columns alignfull is-layout-flex wp-container-core-columns-layout-1 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:100%\">\n<div align=\"center\" style=\"font-family:Times New Roman, monospace;font-size:80%\">\n<a href=\"https:\/\/egoanalytics.me\/index.php\/2020-over-under\/\">2020 Actual<\/a>\n<a href=\"https:\/\/egoanalytics.me\/index.php\/2020-favorites-only\/\">2020 Favorites<\/a>\n<a href=\"https:\/\/egoanalytics.me\/index.php\/2021-over-under\/\">2021 Actual<\/a>\n<a href=\"https:\/\/egoanalytics.me\/index.php\/2021-favorites-only\/\">2021 Favorites<\/a>\n<a href=\"https:\/\/egoanalytics.me\/index.php\/2022-over-under\/\">2022 Actual<\/a>\n<a href=\"https:\/\/egoanalytics.me\/index.php\/2022-favorites-only\/\">2022 Favorites<\/a>\n<a href=\"https:\/\/egoanalytics.me\/index.php\/2023-over-under\/\">2023 Actual<\/a>\n<a href=\"https:\/\/egoanalytics.me\/index.php\/2023-favorites-only\/\">2023 Favorites<\/a>\n<a href=\"https:\/\/egoanalytics.me\/index.php\/2024-over-under\/\">2024 Actual<\/a>\n<a href=\"https:\/\/egoanalytics.me\/index.php\/2024-favorites-only\/\">2024 Favorites<\/a>\n<a href=\"https:\/\/egoanalytics.me\/index.php\/2025-over-under\/\">2025 Actual<\/a>\n<a href=\"https:\/\/egoanalytics.me\/index.php\/2025-favorites-only\/\">2025 Favorites<\/a>\n<\/div>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-layout-2 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\">\n<p>I just want to reiterate that turning a profit via gambling is not the primary goal of this project. I am estimating what the expectations are if every organization followed the cyclical nature of the league. I am not predicting what will happen on the field. I couldn&#8217;t expect to be right about who actually wins which game, since I have no influence over what actually happens on the field. <\/p>\n\n\n\n<p>Upsets can generate a significant amount of volatility. Through the first 3 weeks of the 2024 season, underdogs of 5.5 or more points were 10-4, including 5-0 in Week 3 alone. In that same time period, NFL betting public (51%+ of the bets) was 17-30-1 against the spread (betting using point spread), which is the second-worst performance through that time span in the past 20 years. If one were to follow those bets, to use $10 as a unit, and to bet 1 unit on each bet, he or she would be down -$145.30 (-30%). While the league had certainly undergone a period of significant instability from 2021 to 2023, I would be very suspicious of anybody who is confident about what will happen in any individual NFL game regardless.<\/p>\n\n\n\n<p>Instead of being concerned about the actual result of the game, I am just as, if not more, interested in who &#8220;should&#8221; have won the game. Using the spreads provided by the sportsbooks as a proxy for who &#8220;should&#8221; have won each game, I created a version of the seasons where every game resulted in the Favorite winning. These Favorite Only versions, along with the Actual versions for each season can be found above. The difference between these two versions provides an opportunity to assess how &#8220;lucky&#8221; the model is. The charts below show this luck through the first 5 seasons. More about Upset Luck can be found <a href=\"https:\/\/egoanalytics.me\/index.php\/how-it-works\/#upset-luck\">here<\/a>.<\/p>\n\n\n\n<figure data-wp-context=\"{ &quot;core&quot;:\n\t\t\t\t{ &quot;image&quot;:\n\t\t\t\t\t{   &quot;imageLoaded&quot;: false,\n\t\t\t\t\t\t&quot;initialized&quot;: false,\n\t\t\t\t\t\t&quot;lightboxEnabled&quot;: false,\n\t\t\t\t\t\t&quot;hideAnimationEnabled&quot;: false,\n\t\t\t\t\t\t&quot;preloadInitialized&quot;: false,\n\t\t\t\t\t\t&quot;lightboxAnimation&quot;: &quot;zoom&quot;,\n\t\t\t\t\t\t&quot;imageUploadedSrc&quot;: &quot;https:\/\/egoanalytics.me\/wp-content\/uploads\/2025\/11\/Screenshot-2025-11-08-at-9.04.26\u202fAM.png&quot;,\n\t\t\t\t\t\t&quot;imageCurrentSrc&quot;: &quot;&quot;,\n\t\t\t\t\t\t&quot;targetWidth&quot;: &quot;729&quot;,\n\t\t\t\t\t\t&quot;targetHeight&quot;: &quot;116&quot;,\n\t\t\t\t\t\t&quot;scaleAttr&quot;: &quot;&quot;,\n\t\t\t\t\t\t&quot;dialogLabel&quot;: &quot;Enlarged image&quot;\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t}\" data-wp-interactive class=\"wp-block-image aligncenter size-full wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"729\" height=\"116\" data-wp-effect--setStylesOnResize=\"effects.core.image.setStylesOnResize\" data-wp-effect=\"effects.core.image.setButtonStyles\" data-wp-init=\"effects.core.image.initOriginImage\" data-wp-on--click=\"actions.core.image.showLightbox\" data-wp-on--load=\"actions.core.image.handleLoad\" src=\"https:\/\/egoanalytics.me\/wp-content\/uploads\/2025\/11\/Screenshot-2025-11-08-at-9.04.26\u202fAM.png\" alt=\"\" class=\"wp-image-6903\" srcset=\"https:\/\/egoanalytics.me\/wp-content\/uploads\/2025\/11\/Screenshot-2025-11-08-at-9.04.26\u202fAM.png 729w, https:\/\/egoanalytics.me\/wp-content\/uploads\/2025\/11\/Screenshot-2025-11-08-at-9.04.26\u202fAM-300x48.png 300w\" sizes=\"(max-width: 729px) 100vw, 729px\" \/><button\n\t\t\tclass=\"lightbox-trigger\"\n\t\t\ttype=\"button\"\n\t\t\taria-haspopup=\"dialog\"\n\t\t\taria-label=\"Enlarge image\"\n\t\t\tdata-wp-on--click=\"actions.core.image.showLightbox\"\n\t\t\tdata-wp-style--right=\"context.core.image.imageButtonRight\"\n\t\t\tdata-wp-style--top=\"context.core.image.imageButtonTop\"\n\t\t>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewBox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\" \/>\n\t\t\t<\/svg>\n\t\t<\/button>        <div data-wp-body=\"\" class=\"wp-lightbox-overlay zoom\"\n            data-wp-bind--role=\"selectors.core.image.roleAttribute\"\n            data-wp-bind--aria-label=\"selectors.core.image.dialogLabel\"\n            data-wp-class--initialized=\"context.core.image.initialized\"\n            data-wp-class--active=\"context.core.image.lightboxEnabled\"\n            data-wp-class--hideAnimationEnabled=\"context.core.image.hideAnimationEnabled\"\n            data-wp-bind--aria-modal=\"selectors.core.image.ariaModal\"\n            data-wp-effect=\"effects.core.image.initLightbox\"\n            data-wp-on--keydown=\"actions.core.image.handleKeydown\"\n            data-wp-on--touchstart=\"actions.core.image.handleTouchStart\"\n            data-wp-on--touchmove=\"actions.core.image.handleTouchMove\"\n            data-wp-on--touchend=\"actions.core.image.handleTouchEnd\"\n            data-wp-on--click=\"actions.core.image.hideLightbox\"\n            tabindex=\"-1\"\n            >\n                <button type=\"button\" aria-label=\"Close\" style=\"fill: var(--wp--preset--color--contrast)\" class=\"close-button\" data-wp-on--click=\"actions.core.image.hideLightbox\">\n                    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 24 24\" width=\"20\" height=\"20\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M13 11.8l6.1-6.3-1-1-6.1 6.2-6.1-6.2-1 1 6.1 6.3-6.5 6.7 1 1 6.5-6.6 6.5 6.6 1-1z\"><\/path><\/svg>\n                <\/button>\n                <div class=\"lightbox-image-container\">\n<figure class=\"wp-block-image aligncenter size-full responsive-image\"><img decoding=\"async\" data-wp-bind--src=\"context.core.image.imageCurrentSrc\" data-wp-style--object-fit=\"selectors.core.image.lightboxObjectFit\" src=\"\" alt=\"\" class=\"wp-image-6903\"\/><\/figure>\n<\/div>\n                <div class=\"lightbox-image-container\">\n<figure class=\"wp-block-image aligncenter size-full enlarged-image\"><img decoding=\"async\" data-wp-bind--src=\"selectors.core.image.enlargedImgSrc\" data-wp-style--object-fit=\"selectors.core.image.lightboxObjectFit\" src=\"\" alt=\"\" class=\"wp-image-6903\"\/><\/figure>\n<\/div>\n                <div class=\"scrim\" style=\"background-color: var(--wp--preset--color--base)\" aria-hidden=\"true\"><\/div>\n        <\/div><\/figure>\n\n\n\n<figure data-wp-context=\"{ &quot;core&quot;:\n\t\t\t\t{ &quot;image&quot;:\n\t\t\t\t\t{   &quot;imageLoaded&quot;: false,\n\t\t\t\t\t\t&quot;initialized&quot;: false,\n\t\t\t\t\t\t&quot;lightboxEnabled&quot;: false,\n\t\t\t\t\t\t&quot;hideAnimationEnabled&quot;: false,\n\t\t\t\t\t\t&quot;preloadInitialized&quot;: false,\n\t\t\t\t\t\t&quot;lightboxAnimation&quot;: &quot;zoom&quot;,\n\t\t\t\t\t\t&quot;imageUploadedSrc&quot;: &quot;https:\/\/egoanalytics.me\/wp-content\/uploads\/2025\/11\/Screenshot-2025-11-08-at-9.01.17\u202fAM.png&quot;,\n\t\t\t\t\t\t&quot;imageCurrentSrc&quot;: &quot;&quot;,\n\t\t\t\t\t\t&quot;targetWidth&quot;: &quot;669&quot;,\n\t\t\t\t\t\t&quot;targetHeight&quot;: &quot;289&quot;,\n\t\t\t\t\t\t&quot;scaleAttr&quot;: &quot;&quot;,\n\t\t\t\t\t\t&quot;dialogLabel&quot;: &quot;Enlarged image&quot;\n\t\t\t\t\t}\n\t\t\t\t}\n\t\t\t}\" data-wp-interactive class=\"wp-block-image aligncenter size-full wp-lightbox-container\"><img loading=\"lazy\" decoding=\"async\" width=\"669\" height=\"289\" data-wp-effect--setStylesOnResize=\"effects.core.image.setStylesOnResize\" data-wp-effect=\"effects.core.image.setButtonStyles\" data-wp-init=\"effects.core.image.initOriginImage\" data-wp-on--click=\"actions.core.image.showLightbox\" data-wp-on--load=\"actions.core.image.handleLoad\" src=\"https:\/\/egoanalytics.me\/wp-content\/uploads\/2025\/11\/Screenshot-2025-11-08-at-9.01.17\u202fAM.png\" alt=\"\" class=\"wp-image-6902\" srcset=\"https:\/\/egoanalytics.me\/wp-content\/uploads\/2025\/11\/Screenshot-2025-11-08-at-9.01.17\u202fAM.png 669w, https:\/\/egoanalytics.me\/wp-content\/uploads\/2025\/11\/Screenshot-2025-11-08-at-9.01.17\u202fAM-300x130.png 300w\" sizes=\"(max-width: 669px) 100vw, 669px\" \/><button\n\t\t\tclass=\"lightbox-trigger\"\n\t\t\ttype=\"button\"\n\t\t\taria-haspopup=\"dialog\"\n\t\t\taria-label=\"Enlarge image\"\n\t\t\tdata-wp-on--click=\"actions.core.image.showLightbox\"\n\t\t\tdata-wp-style--right=\"context.core.image.imageButtonRight\"\n\t\t\tdata-wp-style--top=\"context.core.image.imageButtonTop\"\n\t\t>\n\t\t\t<svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"12\" height=\"12\" fill=\"none\" viewBox=\"0 0 12 12\">\n\t\t\t\t<path fill=\"#fff\" d=\"M2 0a2 2 0 0 0-2 2v2h1.5V2a.5.5 0 0 1 .5-.5h2V0H2Zm2 10.5H2a.5.5 0 0 1-.5-.5V8H0v2a2 2 0 0 0 2 2h2v-1.5ZM8 12v-1.5h2a.5.5 0 0 0 .5-.5V8H12v2a2 2 0 0 1-2 2H8Zm2-12a2 2 0 0 1 2 2v2h-1.5V2a.5.5 0 0 0-.5-.5H8V0h2Z\" \/>\n\t\t\t<\/svg>\n\t\t<\/button>        <div data-wp-body=\"\" class=\"wp-lightbox-overlay zoom\"\n            data-wp-bind--role=\"selectors.core.image.roleAttribute\"\n            data-wp-bind--aria-label=\"selectors.core.image.dialogLabel\"\n            data-wp-class--initialized=\"context.core.image.initialized\"\n            data-wp-class--active=\"context.core.image.lightboxEnabled\"\n            data-wp-class--hideAnimationEnabled=\"context.core.image.hideAnimationEnabled\"\n            data-wp-bind--aria-modal=\"selectors.core.image.ariaModal\"\n            data-wp-effect=\"effects.core.image.initLightbox\"\n            data-wp-on--keydown=\"actions.core.image.handleKeydown\"\n            data-wp-on--touchstart=\"actions.core.image.handleTouchStart\"\n            data-wp-on--touchmove=\"actions.core.image.handleTouchMove\"\n            data-wp-on--touchend=\"actions.core.image.handleTouchEnd\"\n            data-wp-on--click=\"actions.core.image.hideLightbox\"\n            tabindex=\"-1\"\n            >\n                <button type=\"button\" aria-label=\"Close\" style=\"fill: var(--wp--preset--color--contrast)\" class=\"close-button\" data-wp-on--click=\"actions.core.image.hideLightbox\">\n                    <svg xmlns=\"http:\/\/www.w3.org\/2000\/svg\" viewBox=\"0 0 24 24\" width=\"20\" height=\"20\" aria-hidden=\"true\" focusable=\"false\"><path d=\"M13 11.8l6.1-6.3-1-1-6.1 6.2-6.1-6.2-1 1 6.1 6.3-6.5 6.7 1 1 6.5-6.6 6.5 6.6 1-1z\"><\/path><\/svg>\n                <\/button>\n                <div class=\"lightbox-image-container\">\n<figure class=\"wp-block-image aligncenter size-full responsive-image\"><img decoding=\"async\" data-wp-bind--src=\"context.core.image.imageCurrentSrc\" data-wp-style--object-fit=\"selectors.core.image.lightboxObjectFit\" src=\"\" alt=\"\" class=\"wp-image-6902\"\/><\/figure>\n<\/div>\n                <div class=\"lightbox-image-container\">\n<figure class=\"wp-block-image aligncenter size-full enlarged-image\"><img decoding=\"async\" data-wp-bind--src=\"selectors.core.image.enlargedImgSrc\" data-wp-style--object-fit=\"selectors.core.image.lightboxObjectFit\" src=\"\" alt=\"\" class=\"wp-image-6902\"\/><\/figure>\n<\/div>\n                <div class=\"scrim\" style=\"background-color: var(--wp--preset--color--base)\" aria-hidden=\"true\"><\/div>\n        <\/div><\/figure>\n<\/div>\n<\/div>\n\n\n\n<div class=\"wp-block-group alignwide has-global-padding is-layout-constrained wp-block-group-is-layout-constrained\">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-layout-3 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column has-global-padding is-layout-constrained wp-block-column-is-layout-constrained\" style=\"flex-basis:100%\">\n<p style=\"padding-top:0;padding-right:0;padding-bottom:0;padding-left:0\">&#8220;If this is based on data, why doesn&#8217;t this win 100% of its bets?&#8221;<\/p>\n<\/div>\n<\/div>\n\n\n\n<p class=\"has-text-align-center\" style=\"margin-right:0;margin-left:0;padding-right:0;padding-left:0\">&#8220;All models are wrong, but some are useful.&#8221; <a href=\"https:\/\/medium.com\/swlh\/all-models-are-wrong-does-not-mean-what-you-think-it-means-610390c40c9c\" target=\"_blank\" rel=\"noreferrer noopener\">Article 1<\/a> \/ <a href=\"https:\/\/www.imperial.ac.uk\/business-school\/news\/all-models-are-wrong-some-are-useful\/\" target=\"_blank\" rel=\"noreferrer noopener\">2<\/a><\/p>\n<\/div>\n\n\n\n<p class=\"has-text-align-center\" style=\"margin-right:0;margin-left:0;padding-right:0;padding-left:0\">Deviation from expectation can actually be more useful<\/p>\n\n\n\n<p class=\"has-text-align-right\">Example: firing Head Coaches when they underperform<\/p>\n\n\n\n<p>Other potential <strong>internal <\/strong>reasons for inaccuracy<\/p>\n\n\n\n<p class=\"has-text-align-center\">Misreading prior data, leading to an incorrect prediction <\/p>\n\n\n\n<p class=\"has-text-align-center\">Could simply be that model could be adjusted\/improved <\/p>\n\n\n\n<p>Other potential <strong>external <\/strong>reasons for inaccuracy<\/p>\n\n\n\n<p class=\"has-text-align-center\">Weather, refs, random bounces, injuries (especially QBs)<\/p>\n\n\n\n<p class=\"has-text-align-center\">Order of opponents, schedule timing, placement of byes<\/p>\n","protected":false},"excerpt":{"rendered":"<p>2020 Actual 2020 Favorites 2021 Actual 2021 Favorites 2022 Actual 2022 Favorites 2023 Actual 2023 Favorites 2024 Actual 2024 Favorites 2025 Actual 2025 Favorites I just want to reiterate that turning a profit via gambling is not the primary goal of this project. I am estimating what the expectations are if every organization followed the [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"page-no-title","meta":{"_uag_custom_page_level_css":"","ub_ctt_via":"","footnotes":""},"featured_image_src":null,"uagb_featured_image_src":{"full":false,"thumbnail":false,"medium":false,"medium_large":false,"large":false,"1536x1536":false,"2048x2048":false},"uagb_author_info":{"display_name":"egoanalytics","author_link":"https:\/\/egoanalytics.me\/index.php\/author\/egoanalytics\/"},"uagb_comment_info":0,"uagb_excerpt":"2020 Actual 2020 Favorites 2021 Actual 2021 Favorites 2022 Actual 2022 Favorites 2023 Actual 2023 Favorites 2024 Actual 2024 Favorites 2025 Actual 2025 Favorites I just want to reiterate that turning a profit via gambling is not the primary goal of this project. I am estimating what the expectations are if every organization followed the&hellip;","_links":{"self":[{"href":"https:\/\/egoanalytics.me\/index.php\/wp-json\/wp\/v2\/pages\/55"}],"collection":[{"href":"https:\/\/egoanalytics.me\/index.php\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/egoanalytics.me\/index.php\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/egoanalytics.me\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/egoanalytics.me\/index.php\/wp-json\/wp\/v2\/comments?post=55"}],"version-history":[{"count":69,"href":"https:\/\/egoanalytics.me\/index.php\/wp-json\/wp\/v2\/pages\/55\/revisions"}],"predecessor-version":[{"id":7428,"href":"https:\/\/egoanalytics.me\/index.php\/wp-json\/wp\/v2\/pages\/55\/revisions\/7428"}],"wp:attachment":[{"href":"https:\/\/egoanalytics.me\/index.php\/wp-json\/wp\/v2\/media?parent=55"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}