**Odds Of Winning Blackjack Hand** – As the casino game with the lowest house edge, players are believed to have more chances to win at Blackjack than any other game. So what are the odds? And how do we find the optimal strategy to implement?

This article uses a Blackjack simulation tool built in R to derive the optimal strategy and associated probabilities.

## Odds Of Winning Blackjack Hand

Simulate Blackjack games (based on 10,000,000 moves in 8 decks and 3 games) to create a database to be analyzed with the data.table package.

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Value indicates whether the hand is difficult after the move and is needed to determine the optimal strategy.

Applying this strategy to the dataset for each threshold value from 2 to 21, we obtain the following results after concatenation.

The chart above shows the expected payoff (as a percentage of the bet) and payout distribution for each round.

The optimal strategy uses a threshold of 15, which means a loss of 8.57% per round. These odds will result in a premature end to the game for most players.

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Fortunately, it is possible to develop a strategy that can improve these odds by taking into account the dealer’s points and the soft aces in the player’s hand in the decision-making process.

To find the optimal strategy, we first need a metric for optimization. We use the expected return after the move.

Therefore, we have a recursive problem to solve because we must first evaluate the possible subsequent moves of the round with the dealer’s score fixed. This requires going back through the stitches. However, the possibility of having a hard or soft hand also needs to be considered when ordering stairs.

If a player has a hard hand with a score higher than 10, he can only take a hard hand with a higher score during the stroke. A soft hand can become a soft hand with a higher score or a hard hand with a score higher than 10. Finally, a hard hand with a score below 9 can give a soft hand or a hard hand with a higher score. This means that we have to make our back loop in three turns.

#### Blackjack Odds, Probability & House Edge Explained

In each category, we regress on the prospects’ score and calculate expected earnings based on the weighted earnings of all future prospects (estimated in the previous steps).

As expected, doubling on 9, 10, or 11 is interesting because a card with a value of 10 (4 out of 13 chances) is more likely to be drawn. If the dealer’s score is above 7, the hit limit will increase because the dealer is more likely to get a 17 and stand, making it necessary to hit to beat him.

A soft 11 is only possible after dealing and matches an ace. After the chance of not breaking, we can see that the soft hand strategy is much more aggressive than the hard hand strategy.

We can then compare the expected payoff with the same two points of cards and the expected payoff with half a point, all other things being equal, to estimate the cases in which the deal is optimal. If the first value is less than twice the second (we bet two hands after the split), then the split is the move with the higher expected payoff, otherwise we can refer to the previous charts.

### Blackjack Strategy Chart

It’s always interesting to deal with an ace because it’s more likely to get a 10. On the other hand, dealing with 5s is never recommended, either because of the possibility of getting a 10 or an ace.

Having two hands of 9 against the dealer’s 7 is interesting because the decision to go against seems to be the only one. Again, it’s impossible for the dealer to go beyond 18 on his next move, putting him in a position where he either has to stand (and draw at best) or hit with a high risk of hitting. .

Note: strategy charts found online may differ for some decisions. If we look at the expected returns of the above strategy file, we can see that the calculated returns in these cases are very close to two different decisions and represent a convergence problem that can be solved by more simulations.

Script), we can estimate the average accumulated profit after a certain number of cycles, as well as some quantile intervals.

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So we can estimate that the average loss after 1000 spins is $8.34 for a $1 bet. This means that the estimated house edge against this strategy is 0.834%, which is relatively low compared to 2.7% for roulette.

Given that a blackjack round lasts an average of 1 minute, after 3 hours a player loses an average of $1.15 per $1 bet. A total of 5% of losses is $26.5. So if you come to the casino with 26x the bet, you’ll have less than a 5% chance of going broke by the end of the three-hour session.

But what about the card counting option? Since the house edge is very small and the 10’s are very important in this game, it may be possible to convert the edge from the casino to the player using this technique. Movies say yes, but is there reality in fiction? This would certainly be an interesting topic for a future post. Blackjack is a card game where strategy plays a very important role. In fact, it is one of the most strategic casino games and every blackjack hand has a statistical probability.

Players must know how to use basic blackjack strategy and make quick decisions at every stage of the game. However, even with a smart strategy, some professional players often play the wrong hand. And this foul play is common to some blackjack hands, which can be quite confusing to the player.

### How To Win At Blackjack

Here are the most commonly played blackjack hands and the statistically correct play in certain situations.

9 vs. 9 pair is one of the most frequently misplayed blackjack hands. When a player gets a pair of 9s and the dealer also rolls a 9, the player’s basic instinct is to stand because he has a hard 18.

Contrary to what is usually performed, it is always better to shred instead of standing. This is because when a player is a tough 18-9, the odds of winning are 8/20, which is of course as good as odd. But if the player distributes the 9s strategically, each of those 9s has a 9.5 out of 20 chance of winning a hand, which is even better odds.

So it basically reduces the odds of rough play by 1.5 and players should pay attention to it.

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When a player has a 12 and a 2 (basically a hard hand) and the dealer has a weak card, the player usually doesn’t call. But if the dealer’s weak card is a 3 and the game is between the player’s 12 and the dealer’s 3, the hit becomes a real game.

To understand why multiplication is wrong, you need to look at percentages and ratios. So when a player has a 12, he has only four cards that can make him break, and five cards that can raise him from seventeen to twenty-one. Therefore, the player should shoot in this situation. Another reason to hit is that the dealer’s 3 is less likely to break, and 3 in particular is not such a weak card. So the ideal play is to win this hand.

A hard 16 against a dealer 10 is definitely a bad blackjack hand. The player is already in a losing position, and hitting or standing makes it worse. However, assuming this 16 is not an 8 pair, the player must fold at best. Therefore, most blackjack charts suggest that you should fold a hard 16 if you have the option.

If the player refuses, he loses 50% of his bet. Many players make a mistake here by avoiding giving up, thinking that they have already given half of their money to the casino. On the contrary, the fact is that if a hard 16 player does not fold, there is a more than 50% chance of losing.

### Blackjack Odds Vs Roulette Odds

However, some casinos do not offer a surrender policy. In such cases, the player should hit 16 to improve his position a little.

Players usually stop at soft 18, thinking that 18 is a hand that cannot be improved. However, when a player has a soft 18 against the dealer’s 10, standing on a soft 18 is definitely a mistake.

Hand 18 is not very likely in the player’s favor