Problem Analysis #4

EXAONE-4.0.1-32B (high) · Run 1

4.38s
3,432 toks
Problem Statement

Suppose the following limit is given:

limn[0,n](1+20569nx)69ne(67x)dx=pq,\lim_{n\to\infty} \int_{[0,n]} \left(1+\frac{205}{69n}x\right)^{-69n} e^{(-\frac{6}{7}x)}\,dx=\frac{p}{q},

where pp and qq are positive integers which are relatively prime. Find p2qp^2q.

\noindent

Ground Truth
70609
Execution Trace
Reasoning Process

[THOUGHT] To solve this limit problem, I need to evaluate the integral and then take the limit as nn approaches infinity. The integrand resembles the form of an exponential function multiplied by a term that looks like a limit definition of the exponential function. I recall that:

limn(1+anx)n=eax.\lim_{n \to \infty} \left(1 + \frac{a}{n}x\right)^n = e^{a x}.

Using this, the term (1+20569nx)69n\left(1 + \frac{205}{69n}x\right)^{-69n} can be rewritten as:

(1+20569nx)69n=[(1+20569nx)69n205x]205x69e205x69 as n.\left(1 + \frac{205}{69n}x\right)^{-69n} = \left[\left(1 + \frac{205}{69n}x\right)^{\frac{69n}{205x}}\right]^{-\frac{205x}{69}} \to e^{-\frac{205x}{69}} \text{ as } n \to \infty.

Thus, the integrand converges to e205x69e67x=e(20569+67)xe^{-\frac{205x}{69}} \cdot e^{-\frac{6}{7}x} = e^{-\left(\frac{205}{69} + \frac{6}{7}\right)x}.

Now, I need to compute the integral of e(20569+67)xe^{-\left(\frac{205}{69} + \frac{6}{7}\right)x} from 0 to \infty. The integral of ekxe^{-k x} from 0 to \infty is 1k\frac{1}{k}, provided k>0k > 0.

First, I will compute the coefficient k=20569+67k = \frac{205}{69} + \frac{6}{7}. Then, the limit of the integral will be 1k\frac{1}{k}. Finally, I will express 1k\frac{1}{k} in reduced form pq\frac{p}{q} and compute p2qp^2 q.

[/THOUGHT] [PYTHON] from fractions import Fraction

Compute the coefficient k

k = Fraction(205, 69) + Fraction(6, 7)

Simplify k

k_simplified = Fraction(k).limit_denominator()

The integral evaluates to 1/k

p_over_q = Fraction(1, k_simplified)

Ensure p and q are coprime

p = p_over_q.numerator q = p_over_q.denominator

Compute p^2 q

result = p**2 * q print(result) [/PYTHON]

Tool Output
[PYTHON OUTPUT] 431351361 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] The Python output confirms that p2q=431351361p^2 q = 431351361. This is the final answer. [/THOUGHT]

431351361\boxed{431351361}

Final Model Output
431351361

Comparative Analysis (P4) (Average across runs)

Avg Time Taken

Solar-Open-100B
438.0
Deepseek-R1-distill-Qwen-32B (high)
140.9
Deepseek-V3.2
123.2
Gemini-3-Pro-Preview
90.8
Kanana-2-30B-Thinking
87.7
GPT-oss-20B (high)
60.4
Solar-Pro-2 (31B)(high)
60.2
K-EXAONE-236B-A23B
53.2
Grok-4.1-fast
38.4
HCX-007(high)
31.5
Gemma-3-27B
31.4
Qwen3-30B-A3B-2507
28.9
Kanana-2-30B-Thinking-2601
22.7
Llama-VARCO-8B-Instruct
21.3
GPT-5.1 (high)
19.0
Claude-Opus-4.5
16.4
A.X-4.0 (72B)
16.0
EXAONE-4.0.1-32B (high)
3.7

Avg Token Usage

K-EXAONE-236B-A23B
20,406
Kanana-2-30B-Thinking
13,425
Gemini-3-Pro-Preview
11,241
Deepseek-V3.2
9,875
Solar-Pro-2 (31B)(high)
9,831
GPT-oss-20B (high)
9,757
Solar-Open-100B
8,096
Grok-4.1-fast
7,672
Kanana-2-30B-Thinking-2601
6,314
Qwen3-30B-A3B-2507
6,267
HCX-007(high)
4,190
Deepseek-R1-distill-Qwen-32B (high)
3,984
Claude-Opus-4.5
3,858
A.X-4.0 (72B)
3,485
EXAONE-4.0.1-32B (high)
3,238
GPT-5.1 (high)
3,068
Llama-VARCO-8B-Instruct
2,088
Gemma-3-27B
1,706