Problem Analysis #25

A.X-4.0 (72B) · Run 1

13.54s
1,715 toks
Problem Statement

Suppose the following conditions hold. A prize-drawing event uses a box containing 4 crimson balls and 5 blue balls. You are given four opportunities to draw a ball, without replacement.Under these conditions, you receive a prize of 100(10,000-won units) if you draw a crimson ball on the first draw, and 200(10,000-won units) if you draw a crimson ball on the fourth draw. Let XX be the random variable representing the total prize money obtained after drawing four balls from the box. If the expected value of XX is written as

pq,\frac{p}{q},

where pp and qq are relatively prime positive integers, find the value of

pq2.p \cdot q^2.

oindent

Ground Truth
3600
Execution Trace
Reasoning Process

[THOUGHT] To solve this problem, we need to calculate the expected value of the random variable XX which represents the total prize money obtained after drawing four balls. The prize money rules are as follows:

  • 100 (10,000-won units) if a crimson ball is drawn first.
  • 200 (10,000-won units) if a crimson ball is drawn fourth.

We have 4 crimson balls and 5 blue balls, for a total of 9 balls. We will draw 4 balls without replacement. Let's break down the calculation:

  1. Expected Prize from Drawing a Crimson Ball First: The probability of drawing a crimson ball first is the number of crimson balls divided by the total number of balls:
P(Crimson first)=49P(\text{Crimson first}) = \frac{4}{9}

If this happens, the prize is 100 (10,000-won units). Thus, the expected prize from drawing a crimson ball first is:

E(Crimson first)=100×49=4009E(\text{Crimson first}) = 100 \times \frac{4}{9} = \frac{400}{9}
  1. Expected Prize from Drawing a Crimson Ball Fourth: To find the probability of drawing a crimson ball fourth, we need to consider all sequences of draws where the fourth ball is crimson. This is more complex because the fourth draw's probability depends on the outcomes of the first three draws. However, by symmetry in the drawing process without replacement, the probability of drawing a crimson ball in any specific draw (including the fourth) is the same as the initial probability of drawing a crimson ball:
P(Crimson fourth)=49P(\text{Crimson fourth}) = \frac{4}{9}

If this happens, the prize is 200 (10,000-won units). Thus, the expected prize from drawing a crimson ball fourth is:

E(Crimson fourth)=200×49=8009E(\text{Crimson fourth}) = 200 \times \frac{4}{9} = \frac{800}{9}
  1. Total Expected Prize E(X)E(X): The total expected prize E(X)E(X) is the sum of the expected prizes from the two events:
E(X)=E(Crimson first)+E(Crimson fourth)=4009+8009=12009=4003E(X) = E(\text{Crimson first}) + E(\text{Crimson fourth}) = \frac{400}{9} + \frac{800}{9} = \frac{1200}{9} = \frac{400}{3}

The expected value of XX is 4003\frac{400}{3}, where 400 and 3 are relatively prime. We need to find the value of pq2p \cdot q^2, where pq=4003\frac{p}{q} = \frac{400}{3}, so p=400p = 400 and q=3q = 3.

Thus, we calculate:

pq2=400×32=400×9=3600p \cdot q^2 = 400 \times 3^2 = 400 \times 9 = 3600

[/THOUGHT] 3600\boxed{3600}

Final Model Output
3600

Comparative Analysis (P25) (Average across runs)

Avg Time Taken

K-EXAONE-236B-A23B
164.4
Kanana-2-30B-Thinking
45.3
Gemini-3-Pro-Preview
35.8
Grok-4.1-fast
31.5
K-EXAONE-236B-A23B
28.9
HCX-007(high)
28.2
Deepseek-V3.2
27.9
Llama-VARCO-8B-Instruct
27.7
Solar-Pro-2 (31B)(high)
24.3
Kanana-2-30B-Thinking-2601
19.0
Solar-Open-100B
16.4
Claude-Opus-4.5
14.3
A.X-4.0 (72B)
13.5
GPT-5.1 (high)
13.4
GPT-5.2 (high)
11.4
EXAONE-4.0.1-32B (high)
3.9

Avg Token Usage

K-EXAONE-236B-A23B
18,548
Kanana-2-30B-Thinking
9,068
Kanana-2-30B-Thinking-2601
5,759
Gemini-3-Pro-Preview
5,595
Grok-4.1-fast
5,445
Solar-Pro-2 (31B)(high)
5,220
Solar-Open-100B
4,781
K-EXAONE-236B-A23B
4,410
HCX-007(high)
4,007
Claude-Opus-4.5
3,853
Deepseek-V3.2
3,682
EXAONE-4.0.1-32B (high)
3,480
GPT-5.2 (high)
3,140
GPT-5.1 (high)
2,933
Llama-VARCO-8B-Instruct
1,847
A.X-4.0 (72B)
1,715