Poker probability

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In poker, the probability of each type of 5-card hand can be computed by calculating the proportion of hands of that type among all possible hands.

Contents

History

Probability and gambling have been ideas since long before the invention of poker. The development of probability theory in the late 1400s was attributed to gambling; when playing a game with high stakes, players wanted to know what the chance of winning would be. In 1494, Fra Luca Pacioli released his work Summa de arithmetica, geometria, proportioni e proportionalita which was the first written text on probability. Motivated by Pacioli's work, Girolamo Cardano (1501–1576) made further developments in probability theory. His work from 1550, titled Liber de Ludo Aleae, discussed the concepts of probability and how they were directly related to gambling. However, his work did not receive any immediate recognition since it was not published until after his death. Blaise Pascal (1623–1662) also contributed to probability theory. His friend, Chevalier de Méré, was an avid gambler with the goal to become wealthy from it. De Méré tried a new mathematical approach to a gambling game but did not get the desired results. Determined to know why his strategy was unsuccessful, he consulted with Pascal. Pascal's work on this problem began an important correspondence between him and fellow mathematician Pierre de Fermat (1601–1665). Communicating through letters, the two continued to exchange their ideas and thoughts. These interactions led to the conception of basic probability theory. To this day, many gamblers still rely on the basic concepts of probability theory in order to make informed decisions while gambling. [1] [2]

Frequencies

5-card poker hands

An Euler diagram depicting poker hands and their odds from a typical American 9/6 Jacks or Better machine Video poker JoB odds.svg
An Euler diagram depicting poker hands and their odds from a typical American 9/6 Jacks or Better machine

In straight poker and five-card draw, where there are no hole cards, players are simply dealt five cards from a deck of 52.

The following chart enumerates the (absolute) frequency of each hand, given all combinations of five cards randomly drawn from a full deck of 52 without replacement. Wild cards are not considered. In this chart:

The nCr or nCk function on most scientific calculators can be used to calculate hand frequencies; entering nCr with 52 and 5, for example, yields as above.

HandDistinct handsFrequencyProbabilityCumulative probabilityOdds againstMathematical expression of absolute frequency
Royal flush

English pattern 10 of spades.svg English pattern jack of spades.svg English pattern queen of spades.svg English pattern king of spades.svg English pattern ace of spades.svg

140.000154%0.000154%649,739 : 1
Straight flush (excluding royal flush)

English pattern 4 of hearts.svg English pattern 5 of hearts.svg English pattern 6 of hearts.svg English pattern 7 of hearts.svg English pattern 8 of hearts.svg

9360.00139%0.00154%72,192.33 : 1
Four of a kind

English pattern ace of hearts.svg English pattern ace of diamonds.svg English pattern ace of clubs.svg English pattern ace of spades.svg English pattern 4 of diamonds.svg

1566240.02401%0.0255%4,164 : 1
Full house

English pattern 8 of hearts.svg English pattern 8 of diamonds.svg English pattern 8 of clubs.svg English pattern king of hearts.svg English pattern king of spades.svg

1563,7440.1441%0.17%693.1667 : 1
Flush (excluding royal flush and straight flush)

English pattern 10 of clubs.svg English pattern 4 of clubs.svg English pattern queen of clubs.svg English pattern 7 of clubs.svg English pattern 2 of clubs.svg

1,2775,1080.1965%0.37%507.8019 : 1
Straight (excluding royal flush and straight flush)

English pattern 7 of clubs.svg English pattern 8 of hearts.svg English pattern 9 of diamonds.svg English pattern 10 of hearts.svg English pattern jack of spades.svg

1010,2000.3925%0.76%253.8 : 1
Three of a kind

English pattern queen of hearts.svg English pattern queen of clubs.svg English pattern queen of diamonds.svg English pattern 5 of spades.svg English pattern ace of diamonds.svg

85854,9122.1128%2.87%46.32955 : 1
Two pair

English pattern 3 of hearts.svg English pattern 3 of diamonds.svg English pattern 6 of clubs.svg English pattern 6 of hearts.svg English pattern king of spades.svg

858123,5524.7539%7.63%20.03535 : 1
One pair

English pattern 5 of hearts.svg English pattern 5 of spades.svg English pattern 2 of clubs.svg English pattern jack of clubs.svg English pattern ace of diamonds.svg

2,8601,098,24042.2569%49.9%1.366477 : 1
No pair / High card

English pattern 2 of diamonds.svg English pattern 5 of spades.svg English pattern 6 of spades.svg English pattern jack of hearts.svg English pattern ace of clubs.svg

1,2771,302,54050.1177%100%0.9953015 : 1
Total7,4622,598,960100%---0 : 1

The royal flush is a case of the straight flush. It can be formed 4 ways (one for each suit), giving it a probability of 0.000154% and odds of 649,739 : 1.

When ace-low straights and ace-low straight flushes are not counted, the probabilities of each are reduced: straights and straight flushes each become 9/10 as common as they otherwise would be. The 4 missed straight flushes become flushes and the 1,020 missed straights become no pair.

Note that since suits have no relative value in poker, two hands can be considered identical if one hand can be transformed into the other by swapping suits. For example, the hand 3♣ 7♣ 8♣ Q♠ A♠ is identical to 3♦ 7♦ 8♦ Q♥ A♥ because replacing all of the clubs in the first hand with diamonds and all of the spades with hearts produces the second hand. So eliminating identical hands that ignore relative suit values, there are only 134,459 distinct hands.

The number of distinct poker hands is even smaller. For example, 3♣ 7♣ 8♣ Q♠ A♠ and 3♦ 7♣ 8♦ Q♥ A♥ are not identical hands when just ignoring suit assignments because one hand has three suits, while the other hand has only two—that difference could affect the relative value of each hand when there are more cards to come. However, even though the hands are not identical from that perspective, they still form equivalent poker hands because each hand is an A-Q-8-7-3 high card hand. There are 7,462 distinct poker hands.

7-card poker hands

In some popular variations of poker such as Texas hold 'em, the most widespread poker variant overall, [3] a player uses the best five-card poker hand out of seven cards.

The frequencies are calculated in a manner similar to that shown for 5-card hands, [4] except additional complications arise due to the extra two cards in the 7-card poker hand. The total number of distinct 7-card hands is . It is notable that the probability of a no-pair hand is lower than the probability of a one-pair or two-pair hand.

The Ace-high straight flush or royal flush is slightly more frequent (4324) than the lower straight flushes (4140 each) because the remaining two cards can have any value; a King-high straight flush, for example, cannot have the Ace of its suit in the hand (as that would make it ace-high instead).

HandFrequencyProbabilityCumulativeOdds againstMathematical expression of absolute frequency
Royal flush
English pattern 10 of spades.svg English pattern jack of spades.svg English pattern queen of spades.svg English pattern king of spades.svg English pattern ace of spades.svg
4,3240.0032%0.0032%30,939 : 1
Straight flush (excluding royal flush)
English pattern 4 of hearts.svg English pattern 5 of hearts.svg English pattern 6 of hearts.svg English pattern 7 of hearts.svg English pattern 8 of hearts.svg
37,2600.0279%0.0311%3,589.6 : 1
Four of a kind
English pattern ace of hearts.svg English pattern ace of diamonds.svg English pattern ace of clubs.svg English pattern ace of spades.svg English pattern 4 of diamonds.svg
224,8480.168%0.199%594 : 1
Full house
English pattern 8 of hearts.svg English pattern 8 of diamonds.svg English pattern 8 of clubs.svg English pattern king of hearts.svg English pattern king of spades.svg
3,473,1842.60%2.80%37.5 : 1
Flush (excluding royal flush and straight flush)
English pattern 10 of clubs.svg English pattern 4 of clubs.svg English pattern queen of clubs.svg English pattern 7 of clubs.svg English pattern 2 of clubs.svg
4,047,6443.03%5.82%32.1 : 1
Straight (excluding royal flush, straight flush, and overlapping flushes)
English pattern 7 of clubs.svg English pattern 8 of hearts.svg English pattern 9 of diamonds.svg English pattern 10 of hearts.svg English pattern jack of spades.svg
6,180,0204.62%10.4%20.6 : 1
Three of a kind
English pattern queen of hearts.svg English pattern queen of clubs.svg English pattern queen of diamonds.svg English pattern 5 of spades.svg English pattern ace of diamonds.svg
6,461,6204.83%15.3%19.7 : 1
Two pair
English pattern 3 of hearts.svg English pattern 3 of diamonds.svg English pattern 6 of clubs.svg English pattern 6 of hearts.svg English pattern king of spades.svg
31,433,40023.5%38.8%3.26 : 1
One pair
English pattern 5 of hearts.svg English pattern 5 of spades.svg English pattern 4 of clubs.svg English pattern jack of clubs.svg English pattern ace of diamonds.svg
58,627,80043.8%82.6%1.28 : 1
No pair / High card
English pattern 7 of diamonds.svg English pattern 5 of spades.svg English pattern 6 of spades.svg English pattern jack of hearts.svg English pattern ace of clubs.svg
23,294,46017.4%100%4.74 : 1
Total133,784,560100%---0 : 1

(The frequencies given are exact; the probabilities and odds are approximate.)

Since suits have no relative value in poker, two hands can be considered identical if one hand can be transformed into the other by swapping suits. Eliminating identical hands that ignore relative suit values leaves 6,009,159 distinct 7-card hands.

The number of distinct 5-card poker hands that are possible from 7 cards is 4,824. Perhaps surprisingly, this is fewer than the number of 5-card poker hands from 5 cards, as some 5-card hands are impossible with 7 cards (e.g. 7-high and 8-high).

5-card lowball poker hands

Some variants of poker, called lowball, use a low hand to determine the winning hand. In most variants of lowball, the ace is counted as the lowest card and straights and flushes don't count against a low hand, so the lowest hand is the five-high hand A-2-3-4-5, also called a wheel. The probability is calculated based on , the total number of 5-card combinations. (The frequencies given are exact; the probabilities and odds are approximate.)

HandDistinct handsFrequencyProbabilityCumulativeOdds against
5-high11,0240.0394%0.0394%2,537.05 : 1
6-high55,1200.197%0.236%506.61 : 1
7-high1515,3600.591%0.827%168.20 : 1
8-high3535,8401.38%2.21%71.52 : 1
9-high7071,6802.76%4.96%35.26 : 1
10-high126129,0244.96%9.93%19.14 : 1
Jack-high210215,0408.27%18.2%11.09 : 1
Queen-high330337,92013.0%31.2%6.69 : 1
King-high495506,88019.5%50.7%4.13 : 1
Total1,2871,317,88850.7%50.7%0.97 : 1

As can be seen from the table, just over half the time a player gets a hand that has no pairs, threes- or fours-of-a-kind. (50.7%)

If aces are not low, simply rotate the hand descriptions so that 6-high replaces 5-high for the best hand and ace-high replaces king-high as the worst hand.

Some players do not ignore straights and flushes when computing the low hand in lowball. In this case, the lowest hand is A-2-3-4-6 with at least two suits. Probabilities are adjusted in the above table such that "5-high" is not listed", "6-high" has one distinct hand, and "King-high" having 330 distinct hands, respectively. The Total line also needs adjusting.

7-card lowball poker hands

In some variants of poker a player uses the best five-card low hand selected from seven cards. In most variants of lowball, the ace is counted as the lowest card and straights and flushes don't count against a low hand, so the lowest hand is the five-high hand A-2-3-4-5, also called a wheel. The probability is calculated based on , the total number of 7-card combinations.

The table does not extend to include five-card hands with at least one pair. Its "Total" represents the 95.4% of the time that a player can select a 5-card low hand without any pair.

HandFrequencyProbabilityCumulativeOdds against
5-high781,8240.584%0.584%170.12 : 1
6-high3,151,3602.36%2.94%41.45 : 1
7-high7,426,5605.55%8.49%17.01 : 1
8-high13,171,2009.85%18.3%9.16 : 1
9-high19,174,40014.3%32.7%5.98 : 1
10-high23,675,90417.7%50.4%4.65 : 1
Jack-high24,837,12018.6%68.9%4.39 : 1
Queen-high21,457,92016.0%85.0%5.23 : 1
King-high13,939,20010.4%95.4%8.60 : 1
Total127,615,48895.4%95.4%0.05 : 1

(The frequencies given are exact; the probabilities and odds are approximate.)

If aces are not low, simply rotate the hand descriptions so that 6-high replaces 5-high for the best hand and ace-high replaces king-high as the worst hand.

Some players do not ignore straights and flushes when computing the low hand in lowball. In this case, the lowest hand is A-2-3-4-6 with at least two suits. Probabilities are adjusted in the above table such that "5-high" is not listed, "6-high" has 781,824 distinct hands, and "King-high" has 21,457,920 distinct hands, respectively. The Total line also needs adjusting.

See also

References

  1. "Probability Theory". Science Clarified. Retrieved 7 December 2015.
  2. "Brief History of Probability". teacher link. Retrieved 7 December 2015.
  3. "How to Play the Most Popular Types of Poker". 14 August 2019.
  4. "Probabilities in Texas Hold'em".