You versus the house
A casino offers a simple card game. You draw a card from a standard 52-card deck. The dealer draws another card from the remaining 51. If your card's value is higher, you win. If it's equal or lower, the house wins.
As always, the house has the edge. But how much?
Play a few rounds:
After enough draws, your win rate settles near 47.1%. Let's see why.
The brute-force approach
There are 13 card values (2 through A), each with 4 cards. You could enumerate all cases:
| Your card | P(win) | Logic |
|---|---|---|
| 2 | 0/51 | No card is lower |
| 3 | 4/51 | Only the four 2s are lower |
| 4 | 8/51 | Four 2s and four 3s |
| ... | ... | ... |
| A | 48/51 | Everything except the other three Aces |
Each value appears with probability 1/13, so:
That works, but there's a faster way.
The symmetry shortcut
Just like the coin toss game, this problem yields to symmetry. Consider three events:
: Your card is higher than the dealer's
: Both cards have the same value
: Your card is lower than the dealer's
The symmetry approach reduces the problem to one simple calculation: what's the probability of a tie? Once you know that, the win probability falls out immediately. No summation needed.
This is the same pattern from the coin toss problem. Identify the asymmetry (here, ties favor the house), compute just that probability, and let symmetry handle the rest.
The house edge
The house wins with probability . Their edge is .
Playing with fewer values
The pattern becomes clearer if you simplify. With a deck that has distinct values, each with cards ( cards total):
| Deck | Values (k) | Cards per value (m) | P(tie) | P(you win) |
|---|---|---|---|---|
| Standard | 13 | 4 | 3/51 = 5.9% | 8/17 = 47.1% |
| 2 suits only | 13 | 2 | 1/25 = 4.0% | 12/25 = 48.0% |
| No duplicates | 13 | 1 | 0% | 50.0% |
| 4 values x 4 | 4 | 4 | 3/15 = 20% | 2/5 = 40% |
More distinct values means smaller tie probability, which means a fairer game. If every card were unique (like numbering 1 through 52), you'd have P(win) = exactly 50%.
The takeaway
This problem and the coin toss game use the same technique: decompose into win/tie/lose, observe that win and lose are symmetric, then compute only the tie probability. The symmetry argument works because mathematical structure doesn't care which player is "you" and which is "the dealer." The only asymmetry is the rule about who wins ties, and that's easy to handle separately.