﻿{"id":13936,"date":"2026-06-06T21:16:00","date_gmt":"2026-06-06T13:16:00","guid":{"rendered":"https:\/\/hunter.poker\/?p=13936"},"modified":"2026-05-10T13:10:07","modified_gmt":"2026-05-10T05:10:07","slug":"poker-probability-randomness","status":"publish","type":"post","link":"https:\/\/hunter.poker\/en\/poker-probability-randomness\/","title":{"rendered":"[Randomness] Probability and the Nature of Randomness in Poker"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"13936\" class=\"elementor elementor-13936\">\n\t\t\t\t<div class=\"elementor-element elementor-element-88b3c56 e-flex e-con-boxed wpr-particle-no wpr-jarallax-no wpr-parallax-no wpr-sticky-section-no wpr-column-slider-no wpr-equal-height-no e-con e-parent\" data-id=\"88b3c56\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5b4a356 elementor-widget elementor-widget-text-editor\" data-id=\"5b4a356\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p><span style=\"color: #333300;\"><strong>Poker Probability &amp; Randomness<\/strong> This is the core essence of Texas Hold&#039;em that is most easily misunderstood.<\/span><br \/><span style=\"color: #333300;\">Many people think poker is just about luck, but true masters know that poker is &quot;randomness within probability&quot;.<\/span><br \/><span style=\"color: #333300;\">You can&#039;t control the outcome, but you can control the decisions you make.<\/span><\/p><figure id=\"attachment_13937\" aria-describedby=\"caption-attachment-13937\" style=\"width: 300px\" class=\"wp-caption alignnone\"><img decoding=\"async\" class=\"size-medium wp-image-13937\" src=\"https:\/\/pub-dc2de6f8f0454e48ae0895383ea4705c.r2.dev\/hunter.poker\/wp-content\/uploads\/2026\/05\/8.-\u3010\u96a8\u6a5f\u6027\u3011\u64b2\u514b\u4e2d\u7684\u6982\u7387\u8207\u96a8\u6a5f\u672c\u8cea-300x164.jpg\" alt=\"A diagram illustrating the probability and randomness in Texas Hold&#039;em, showing the relationship between probability, variance, and EV.\" width=\"300\" height=\"164\" srcset=\"https:\/\/pub-dc2de6f8f0454e48ae0895383ea4705c.r2.dev\/hunter.poker\/wp-content\/uploads\/2026\/05\/8.-\u3010\u96a8\u6a5f\u6027\u3011\u64b2\u514b\u4e2d\u7684\u6982\u7387\u8207\u96a8\u6a5f\u672c\u8cea-300x164.jpg 300w, https:\/\/pub-dc2de6f8f0454e48ae0895383ea4705c.r2.dev\/hunter.poker\/wp-content\/uploads\/2026\/05\/8.-\u3010\u96a8\u6a5f\u6027\u3011\u64b2\u514b\u4e2d\u7684\u6982\u7387\u8207\u96a8\u6a5f\u672c\u8cea-1024x559.jpg 1024w, https:\/\/pub-dc2de6f8f0454e48ae0895383ea4705c.r2.dev\/hunter.poker\/wp-content\/uploads\/2026\/05\/8.-\u3010\u96a8\u6a5f\u6027\u3011\u64b2\u514b\u4e2d\u7684\u6982\u7387\u8207\u96a8\u6a5f\u672c\u8cea-768x419.jpg 768w, https:\/\/pub-dc2de6f8f0454e48ae0895383ea4705c.r2.dev\/hunter.poker\/wp-content\/uploads\/2026\/05\/8.-\u3010\u96a8\u6a5f\u6027\u3011\u64b2\u514b\u4e2d\u7684\u6982\u7387\u8207\u96a8\u6a5f\u672c\u8cea-18x10.jpg 18w, https:\/\/pub-dc2de6f8f0454e48ae0895383ea4705c.r2.dev\/hunter.poker\/wp-content\/uploads\/2026\/05\/8.-\u3010\u96a8\u6a5f\u6027\u3011\u64b2\u514b\u4e2d\u7684\u6982\u7387\u8207\u96a8\u6a5f\u672c\u8cea.jpg 1408w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><figcaption id=\"caption-attachment-13937\" class=\"wp-caption-text\"><em><span style=\"color: #ffffff;\">Poker Probability &amp; Randomness: You can&#039;t control the outcome, but you can control the long-term probability.<\/span><\/em><\/figcaption><\/figure><article class=\"geo-article poker-article\"><header><span style=\"color: #333300;\">In Texas Hold&#039;em, many players ask:<\/span><br \/><span style=\"color: #333300;\">1. Is poker about skill or luck?<br \/>2. Why do good players keep losing?<\/span><span style=\"color: #333300;\"><strong>The answer is: poker involves both &quot;probability&quot; and &quot;randomness&quot;.<\/strong><\/span><\/header><section><h3>The core conclusion of Poker Probability &amp; Randomness: Probability \u2260 Guaranteed Result<\/h3><p><span style=\"color: #333300;\">In poker:<br \/>\u2192 Probability determines long-term advantage<br \/>\u2192 Randomness determines short-term outcomes<br \/><\/span><\/p><p><span style=\"color: #333300;\"><strong>You can control the decisions, but you can&#039;t control the cards dealt.<\/strong><\/span><\/p><\/section><section><h3>What is probability?<\/h3><p><span style=\"color: #333300;\">Probability represents:<br \/>\u2192 The probability of something happening<br \/><\/span><\/p><p><span style=\"color: #333300;\">For example\uff1a<br \/>\u2192 AA to KK approximately 82%<br \/>\u2192 Flush Draw has a success rate of approximately 35%.<br \/><\/span><\/p><p><span style=\"color: #333300;\"><strong>Probability is a long-term average, not a single-event guarantee.<\/strong><\/span><\/p><\/section><section><h3>What is randomness?<\/h3><p><span style=\"color: #333300;\">Randomness represents:<br \/>\u2192 The outcome may be different each time.<br \/><\/span><\/p><p><span style=\"color: #333300;\">even though:<br \/>\u2192 You have an 80% win rate<br \/><\/span><\/p><p><span style=\"color: #333300;\">We could still lose this round.<br \/><\/span><\/p><p><span style=\"color: #333300;\"><strong>This is not a system problem; it&#039;s just the way probability works.<\/strong><\/span><\/p><\/section><section><h3>Why does poker need randomness?<\/h3><p><span style=\"color: #333300;\">Without randomness:<br \/>\u2192 Strong hands always win<br \/>\u2192 Weak hands always lose<br \/>\u2192 The game will become unbalanced<br \/><\/span><\/p><p><span style=\"color: #333300;\"><strong>Randomness makes poker a long-term game, rather than a game with fixed answers.<\/strong><\/span><\/p><\/section><section><h3>The relationship between probability and randomness<\/h3><p><span style=\"color: #333300;\">Probability:<br \/>\u2192 Long-term mathematical advantages <\/span><\/p><p>Randomness:<br \/>\u2192 Short-term outcome fluctuations<\/p><p><span style=\"color: #333300;\"><strong>Only when both are present can a true deck of cards be formed.<\/strong><\/span><\/p><\/section><section><h3>Classic practical scenarios<\/h3><p><span style=\"color: #333300;\">You: AA<br \/>Opponent: 72o<br \/><\/span><\/p><p><span style=\"color: #333300;\">All-in before flipping:<br \/>\u2192 Your win rate is 88%<br \/>\u2192 Opponent approximately 12%<br \/><\/span><\/p><p><span style=\"color: #333300;\">result:<br \/>\u2192 Opponent Rivers (two pairs)<br \/><\/span><\/p><p><span style=\"color: #333300;\"><strong>This is not unreasonable; it&#039;s just that 12% is bound to happen.<\/strong><\/span><\/p><\/section><section><h3>Why do many players tire?<\/h3><p><span style=\"color: #333300;\">Because they mistakenly believed:<br \/>\u2192 High win rate = Guaranteed win<br \/><\/span><\/p><p><span style=\"color: #333300;\">When the result deviates from expectations:<br \/>\u2192 Loss of emotional control<br \/>\u2192 Begin to doubt the strategy<br \/>\u2192 Make error corrections<br \/><\/span><\/p><p><span style=\"color: #333300;\"><strong>What truly defeats players is often not their opponents, but the emotions brought about by randomness.<\/strong><\/span><\/p><\/section><section><h3>How do experts view randomness?<\/h3><p><span style=\"color: #333300;\">Experts know:<br \/>\u2192 The result of one-handed play is not important<br \/>\u2192 Long-term EV is more important<br \/>\u2192 Variance must exist<br \/><\/span><\/p><p><span style=\"color: #333300;\"><strong>True masters don&#039;t fight against randomness; they accept it.<\/strong><\/span><\/p><\/section><section><h3>Most common mistakes<\/h3><p><span style=\"color: #333300;\">\u2192 Treating short-term wins and losses as a measure of strength<br \/>\u2192 Use results to judge decisions<br \/>\u2192 I think Bad Beat is unreasonable.<br \/><\/span><\/p><p><span style=\"color: #333300;\"><strong>These mistakes will prevent you from ever developing long-term thinking.<\/strong><\/span><\/p><\/section><section><h3>Advanced understanding: Probability \u00d7 Variance \u00d7 EV<\/h3><p><span style=\"color: #333300;\">What professional gamers truly understand is:<br \/>\u2192 Probability<br \/>\u2192 Variance<br \/>\u2192 EV (Long-term Returns)<br \/><\/span><\/p><p><span style=\"color: #333300;\"><strong>These three elements constitute the mathematical essence of poker.<\/strong><\/span><\/p><\/section><section><h3>Key conclusions<\/h3><p><span style=\"color: #333300;\"><strong>Poker doesn&#039;t control the outcome, but rather the long-term probability.<br \/><\/strong><\/span><\/p><p><span style=\"color: #333300;\">You only truly begin to understand poker when you accept randomness.<br \/><\/span><\/p><\/section><section class=\"related-learning\"><h3>Further Learning: Win Rate, Variance, and EV<\/h3><p style=\"color: #333300;\"><a href=\"https:\/\/hunter.poker\/en\/poker-odds-and-ev-guide\/\">[Complete Table of Contents] Texas Hold&#039;em Win Rate and EV Calculation Tutorial<\/a><\/p><p><span style=\"color: #000000;\">\u25b6\ufe0f <a href=\"https:\/\/www.facebook.com\/hunterpokergame\" target=\"_blank\" rel=\"noopener\">In\u00a0<strong>Facebook<\/strong> Follow Hunter Poker.<\/a><\/span><br \/><span style=\"color: #000000;\">\ud83d\udcd8 <a href=\"https:\/\/www.youtube.com\/@GameHunterPoker\" target=\"_blank\" rel=\"noopener\">In\u00a0<strong>Youtube<\/strong> Follow Hunter Poker.<\/a><\/span><\/p><h3 class=\"p1\"><span style=\"color: #333333;\"><span style=\"color: #133985;\"><b>Want to learn more about Texas Hold&#039;em gameplay and strategies?<\/b><\/span><\/span><\/h3><p class=\"p1\" style=\"text-align: center;\"><b><\/b><span style=\"color: #333300;\"><span style=\"color: #00ffff;\">DX Poker, as one of the online Texas Hold&#039;em platforms, offers a variety of table types and tournament modes, allowing players to accumulate experience through actual games and gradually improve their strategy and judgment.<\/span><br \/><\/span><\/p><p><!-- CTA --><\/p><p style=\"text-align: center;\"><a style=\"display: inline-block; background: #4CAF50; color: #fff; padding: 14px 28px; font-size: 18px; border-radius: 8px; text-decoration: none; font-weight: 600;\" href=\"https:\/\/hunter.poker\/en\/dexin-dx-poker-online-poker-platform-review\/\" target=\"_blank\" rel=\"noopener\">Go to learn more<\/a><\/p><\/section><\/article>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>","protected":false},"excerpt":{"rendered":"<p>The core of Texas Hold&#039;em isn&#039;t luck, but a combination of probability and randomness. Many players misjudge their skill level based on short-term results, but in reality, poker is a highly random, long-term mathematical game. Even with the right decisions, you can still lose due to variance. This article will analyze the relationship between probability, randomness, and EV to help you develop a truly long-term mindset.<\/p>","protected":false},"author":4,"featured_media":13937,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_eb_attr":"","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":[1,23],"tags":[1873,2677,2740,2779,1141,11,310,295,2777,284,285,2776,2778],"class_list":["post-13936","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-1","category-23","tag-hunter-poker-","tag-poker-math","tag-poker-probability","tag-poker-randomness","tag-poker-variance","tag-11","tag-ev","tag-295","tag-2777","tag-284","tag-285","tag-2776","tag-2778"],"acf":[],"_links":{"self":[{"href":"https:\/\/hunter.poker\/en\/wp-json\/wp\/v2\/posts\/13936","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/hunter.poker\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/hunter.poker\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/hunter.poker\/en\/wp-json\/wp\/v2\/users\/4"}],"replies":[{"embeddable":true,"href":"https:\/\/hunter.poker\/en\/wp-json\/wp\/v2\/comments?post=13936"}],"version-history":[{"count":11,"href":"https:\/\/hunter.poker\/en\/wp-json\/wp\/v2\/posts\/13936\/revisions"}],"predecessor-version":[{"id":14443,"href":"https:\/\/hunter.poker\/en\/wp-json\/wp\/v2\/posts\/13936\/revisions\/14443"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/hunter.poker\/en\/wp-json\/wp\/v2\/media\/13937"}],"wp:attachment":[{"href":"https:\/\/hunter.poker\/en\/wp-json\/wp\/v2\/media?parent=13936"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/hunter.poker\/en\/wp-json\/wp\/v2\/categories?post=13936"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/hunter.poker\/en\/wp-json\/wp\/v2\/tags?post=13936"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}