AMC 10 · 2023 · #5

Grade 7 probability
probability-basicsystematic-enumerationfraction-arithmetic caseworksystematic-enumerationidentify-subproblems ↑ Prerequisites: probability-basicfraction-arithmetic
📏 Medium solution 💡 3 insights
Problem
A fair six-sided die is rolled four times, and a running total is kept after each roll. Find the probability that at some moment among those four steps the running total is exactly three.

Pick an answer.

(A)
$\frac{2}{9}$
(B)
$\frac{49}{216}$
(C)
$\frac{25}{108}$
(D)
$\frac{17}{72}$
(E)
$\frac{13}{54}$
How to solve
Strategy Make a Systematic List

Because rolls only add (never subtract), the running total hits 3 on at most one specific roll number. That makes the event split into a few clean cases: "first hit on roll 1", "first hit on roll 2", "first hit on roll 3", "first hit on roll 4". Tool #2 (Systematic List) is built for "list all sequences that…" — list every starting prefix that sums to 3 at exactly that step. Tool #7 (Identify Subproblems) gives the case split, and Tool #3 (Eliminate Possibilities) trims roll 4 before any work — since each roll is ≥ 1, the minimum total after 4 rolls is 4 > 3, so the first-hit-on-roll-4 case is impossible. The remaining sub-probabilities add cleanly because the cases are mutually exclusive.

1STEP 1

The fourth roll is too late

By the fourth it is already too late.

after 4 rolls: total ≥ 4 → roll 4 cannot be the hit
2STEP 2

Reaching it in one roll

Compute the one-roll chance.

P₁ = 1/6
3STEP 3

Reaching it in two rolls

There are two ways in two rolls.

P₂ = 2 · 1/36 = 2/36 = 1/18
4STEP 4

Reaching it in three rolls

Only one way works in three rolls.

P₃ = 1/6³ = 1/216
5STEP 5

Add them up

Adding gives forty-nine over two hundred sixteen.

P = 1/6 + 1/18 + 1/216 = (36 + 12 + 1)/216 = 49/216 → (B)
Answer
49/216
Cross-check by brute force on 6⁴ = 1296 ordered roll sequences. The count of sequences whose running total hits 3 at some step is 6³ + 2 · 6² + 1 · 6 = 216 + 72 + 6 = 294 — that is, 216 sequences starting (3, *, *, *), 72 starting (1, 2, *, *) or (2, 1, *, *), and 6 starting (1, 1, 1, *). Probability = 294/1296 = 49/216. Matches (B). Magnitude check: 49/216 ≈ 0.227 is between 1/6 ≈ 0.167 (the chance the very first roll is 3) and 1/4 — exactly where you'd expect, since extra rolls add small "second chance" probabilities.
💡Key takeaway

This AMC 12 problem only needs Grade 7 probability of compound events — list every roll prefix that lands exactly on 3, multiply 1/6 for each roll, and add the cases that can't happen at the same time.