{"id":41377,"date":"2026-01-12T14:51:50","date_gmt":"2026-01-12T14:51:50","guid":{"rendered":"https:\/\/naijaglobalnews.org\/?p=41377"},"modified":"2026-01-12T14:51:50","modified_gmt":"2026-01-12T14:51:50","slug":"why-52-cards-is-the-perfect-number-for-poker-mathematically","status":"publish","type":"post","link":"https:\/\/naijaglobalnews.org\/?p=41377","title":{"rendered":"Why 52 Cards Is the Perfect Number for Poker\u2014Mathematically"},"content":{"rendered":"<p>\n<\/p>\n<p class=\"\" data-block=\"sciam\/paragraph\">What\u2019s the perfect number of cards for playing poker? According to a new mathematical discovery, the answer is the traditional 52. Almost.<\/p>\n<p class=\"\" data-block=\"sciam\/paragraph\">In Texas Hold\u2019em poker, players wager on the best five-card hand they can make among the two cards in their hand and the communal ones on the table. Hands are ranked based on their probability of occurring. A full house, for example, with three cards of the same value (fives or kings, for instance) and two cards of another, is less likely than a flush with any five cards of the same suit. A full house therefore beats a flush. In short-deck poker, a variant that removes cards numbered 2 through 5 (called \u201cranks 2\u20135\u201d), there are fewer cards of each suit and a flush becomes less likely than a full house. In a recent paper posted to the preprint server arXiv.org, computer scientist Christopher Williamson examines how the game of poker changes as the number of cards per suit increases or decreases. Depending on that number, an interesting paradox can occur, Williamson found\u2014one that\u2019s nearly always avoided in games with a 52-card deck with 13 in each suit.<\/p>\n<p class=\"\" data-block=\"sciam\/paragraph\">After a bidding process, poker players will declare their best hands in what\u2019s called the \u201cshowdown.\u201d Consider two hands: a one pair, which has one pair of cards with the same value, and a two pair, with two pairs of such cards. In short-deck poker, although a two pair is less likely to appear than a one pair, its showdown probability\u2014the likelihood that it will be the best hand someone has\u2014is actually higher than that of a one pair. If the hand rankings were adjusted to account for this, no one would ever play a two pair over a one pair, which would change its showdown probability once again.<\/p>\n<h2>On supporting science journalism<\/h2>\n<p>If you&#8217;re enjoying this article, consider supporting our award-winning journalism by subscribing. By purchasing a subscription you are helping to ensure the future of impactful stories about the discoveries and ideas shaping our world today.<\/p>\n<p class=\"\" data-block=\"sciam\/paragraph\">\u201cThirteen is kind of the sweet spot,\u201d Williamson says regarding how many cards a deck should have in each suit. It\u2019s the smallest number for which the showdown ranking actually matches the standard ranking for all hands other than a single high card (the lowest-ranking hand). Although the usual number of cards in a deck is purely historical\u2014it\u2019s said to symbolize 52 weeks in the year and the four seasons\u2014Williamson was delighted to find a more mathematical justification. There is only one superior setup, which would keep all rankings aligned to their showdown probabilities, including the high card: you\u2019d need 23 cards in each suit, nearly twice as many as in the traditional deck.<\/p>\n<p class=\"\" data-block=\"sciam\/paragraph\">Nikita Luther, a top professional poker player, finds the result fascinating. \u201cIt\u2019s so complex, the way the variables interact with each other,\u201d she says. Luther says she hasn\u2019t deeply explored variants beyond Texas Hold\u2019em; even there, \u201cI could spend the rest of my life just trying to understand this game.\u201d<\/p>\n<p class=\"\" data-block=\"sciam\/paragraph\">Try a related math puzzle here.<\/p>\n<h2 class=\"subscriptionPleaHeading-DMY4w\">It\u2019s Time to Stand Up for Science<\/h2>\n<p class=\"subscriptionPleaText--StZo\">If you enjoyed this article, I\u2019d like to ask for your support. <span class=\"subscriptionPleaItalicFont-i0VVV\">Scientific American<\/span> has served as an advocate for science and industry for 180 years, and right now may be the most critical moment in that two-century history.<\/p>\n<p class=\"subscriptionPleaText--StZo\">I\u2019ve been a <span class=\"subscriptionPleaItalicFont-i0VVV\">Scientific American<\/span> subscriber since I was 12 years old, and it helped shape the way I look at the world. <span class=\"subscriptionPleaItalicFont-i0VVV\">SciAm <\/span>always educates and delights me, and inspires a sense of awe for our vast, beautiful universe. I hope it does that for you, too.<\/p>\n<p class=\"subscriptionPleaText--StZo\">If you subscribe to <span class=\"subscriptionPleaItalicFont-i0VVV\">Scientific American<\/span>, you help ensure that our coverage is centered on meaningful research and discovery; that we have the resources to report on the decisions that threaten labs across the U.S.; and that we support both budding and working scientists at a time when the value of science itself too often goes unrecognized.<\/p>\n<p class=\"subscriptionPleaText--StZo\">In return, you get essential news, captivating podcasts, brilliant infographics, can&#8217;t-miss newsletters, must-watch videos, challenging games, and the science world&#8217;s best writing and reporting. You can even gift someone a subscription.<\/p>\n<p class=\"subscriptionPleaText--StZo\">There has never been a more important time for us to stand up and show why science matters. I hope you\u2019ll support us in that mission.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>What\u2019s the perfect number of cards for playing poker? According to a new mathematical discovery, the answer is the traditional 52. Almost. In Texas Hold\u2019em poker, players wager on the best five-card hand they can make among the two cards in their hand and the communal ones on the table. Hands are ranked based on<\/p>\n","protected":false},"author":1,"featured_media":41378,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[50],"tags":[7637,2189,2305,22064],"class_list":{"0":"post-41377","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-environment","8":"tag-cards","9":"tag-number","10":"tag-perfect","11":"tag-pokermathematically"},"_links":{"self":[{"href":"https:\/\/naijaglobalnews.org\/index.php?rest_route=\/wp\/v2\/posts\/41377","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/naijaglobalnews.org\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/naijaglobalnews.org\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/naijaglobalnews.org\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/naijaglobalnews.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=41377"}],"version-history":[{"count":0,"href":"https:\/\/naijaglobalnews.org\/index.php?rest_route=\/wp\/v2\/posts\/41377\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/naijaglobalnews.org\/index.php?rest_route=\/wp\/v2\/media\/41378"}],"wp:attachment":[{"href":"https:\/\/naijaglobalnews.org\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=41377"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/naijaglobalnews.org\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=41377"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/naijaglobalnews.org\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=41377"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}