A standard probability problem, not tied to a specific exam paper.
Problem
Aman and Bhuvan throw a pair of dice alternately. In order to win, they have to get a sum of 8. Find their respective probabilities of winning if Aman starts the game.
Key insight. “Aman wins” means the sequence of throws is a failure, a failure, …, then finally a success on an odd-numbered throw — this is an infinite geometric series in the probability of failure, and it sums cleanly using the standard formula for an infinite GP.
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Approach
First find the probability $p$ of rolling a sum of 8 on a single throw of two dice, and let $q=1-p$ be the probability of failing. Since Aman throws first, he wins on throw 1, or throw 3 (if both he and Bhuvan fail once first), or throw 5, and so on — an infinite series of alternating failures followed by his eventual success. Summing this geometric series gives his winning probability directly; Bhuvan’s probability is whatever remains.
Solution
Step 1 — Find the probability of rolling a sum of 8
Out of the 36 equally likely outcomes of two dice, the pairs summing to 8 are $(2,6),(6,2),(3,5),(5,3),(4,4)$ — 5 outcomes:
$$p = \frac5{36}, \qquad q = 1-p = \frac{31}{36}$$
Step 2 — Set up the series for Aman’s winning probability
Aman throws first. He wins if:
- he succeeds on throw 1 (probability $p$), or
- he fails, Bhuvan fails, then Aman succeeds on throw 3 (probability $q\cdot q\cdot p = q^2p$), or
- both fail twice more before Aman succeeds on throw 5 (probability $q^4p$), and so on.
$$P(\text{Aman wins}) = p+q^2p+q^4p+q^6p+\cdots = p\left(1+q^2+q^4+\cdots\right)$$
Step 3 — Sum the infinite geometric series
The series $1+q^2+q^4+\cdots$ is an infinite GP with first term $1$ and common ratio $q^2$ (valid since $0<q^2<1$):
$$1+q^2+q^4+\cdots = \frac1{1-q^2} = \frac1{(1-q)(1+q)} = \frac1{p(1+q)}$$
(using $1-q=p$).
Step 4 — Simplify Aman’s winning probability
$$P(\text{Aman wins}) = p\cdot\frac1{p(1+q)} = \frac1{1+q}$$
Substituting $q=\dfrac{31}{36}$:
$$P(\text{Aman wins}) = \frac1{1+\frac{31}{36}} = \frac1{\frac{67}{36}} = \frac{36}{67}$$
Step 5 — Find Bhuvan’s winning probability
Since exactly one of them eventually wins (the game continues until someone rolls an 8), Bhuvan’s probability is the complement:
$$P(\text{Bhuvan wins}) = 1-\frac{36}{67} = \frac{31}{67}$$
Answer
$$P(\text{Aman wins})=\frac{36}{67}, \qquad P(\text{Bhuvan wins})=\frac{31}{67}$$
Common mistakes
- Forgetting that the first player has an advantage. Since Aman throws first, his winning probability ($\frac{36}{67}\approx0.537$) is naturally larger than Bhuvan’s ($\frac{31}{67}\approx0.463$) — a probability of exactly $\frac12$ each would be a sign of a setup error, since the turn order genuinely matters here.
- Using the wrong power of q in the series. Aman’s chances of winning on throw $2k+1$ require both players to have failed $k$ times each before that — that’s $q^{2k}$, not $q^k$. Using $q^k$ instead of $q^{2k}$ badly overstates how quickly the series decays.
- Trying to sum the series term by term instead of using the infinite-GP formula. Since $|q^2|<1$, the closed form $\dfrac1{1-q^2}$ is exact and immediate — there’s no need to approximate by adding several terms.
Practise next
- Aman and Bhuvan throw a pair of dice alternately, but now they need a sum of 9 to win, and Aman still starts. Find their respective probabilities of winning.
Show answer
$P(\text{Aman})=\dfrac9{17}$, $P(\text{Bhuvan})=\dfrac8{17}$. The pairs summing to 9 are $(3,6),(6,3),(4,5),(5,4)$ — 4 outcomes, so $p=\dfrac4{36}=\dfrac19$ and $q=\dfrac89$.
$P(\text{Aman wins})=\dfrac1{1+q}=\dfrac1{1+\frac89}=\dfrac1{\frac{17}9}=\dfrac9{17}$, and $P(\text{Bhuvan wins})=1-\dfrac9{17}=\dfrac8{17}$.

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