Problem Analysis #4

39.93s
7,143 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.

oindent

Ground Truth
70609
Execution Trace
Reasoning Process

[THOUGHT] To solve the given limit involving the integral, we recognize that as ( n \to \infty ), the term ( \left(1 + \frac{205}{69n}x\right)^{-69n} ) approaches ( e^{-205x} ). The integrand then simplifies to ( e^{-205x} \cdot e^{-\frac{6}{7}x} = e^{-\frac{1441}{7}x} ). The integral from 0 to ( \infty ) of ( e^{-\frac{1441}{7}x} , dx ) evaluates to ( \frac{7}{1441} ). Since 7 and 1441 are coprime (1441 factors into 11 and 131, both primes), we find ( p = 7 ) and ( q = 1441 ). Thus, ( p^2 q = 7^2 \times 1441 ).

To verify, we compute ( 7^2 \times 1441 ) using Python. [/THOUGHT] [PYTHON]

Calculate p^2 * q where p = 7 and q = 1441

p = 7 q = 1441 result = p**2 * q print(result) [/PYTHON]

Tool Output
[PYTHON OUTPUT] 70609 None [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] The limit simplifies to the integral of ( e^{-\frac{1441}{7}x} ) from 0 to ( \infty ), which evaluates to ( \frac{7}{1441} ). Since 7 and 1441 are coprime, ( p = 7 ) and ( q = 1441 ). The Python computation confirms that ( p^2 q = 7^2 \times 1441 = 70609 ). Thus, the final answer is: [ \boxed{70609} ] [/THOUGHT]

Final Model Output
70609

Comparative Analysis (P4) (Average across runs)

Avg Time Taken

Deepseek-R1-distill-Qwen-32B (high)
140.9
Deepseek-V3.2
123.2
Gemini-3-Pro-Preview
90.8
GPT-oss-20B (high)
60.4
Solar-Pro-2 (31B)(high)
60.2
Grok-4.1-fast
38.4
HCX-007(high)
31.5
Gemma-3-27B
31.4
Qwen3-30B-A3B-2507
28.9
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

Gemini-3-Pro-Preview
11241.0
Deepseek-V3.2
9874.7
Solar-Pro-2 (31B)(high)
9831.3
GPT-oss-20B (high)
9757.0
Grok-4.1-fast
7671.7
Qwen3-30B-A3B-2507
6266.7
HCX-007(high)
4190.3
Deepseek-R1-distill-Qwen-32B (high)
3984.0
Claude-Opus-4.5
3858.3
A.X-4.0 (72B)
3485.3
EXAONE-4.0.1-32B (high)
3238.3
GPT-5.1 (high)
3067.7
Llama-VARCO-8B-Instruct
2088.3
Gemma-3-27B
1705.7