Problem Analysis #45

32.87s
4,137 toks
Problem Statement

Let aa be a positive real number, and consider the hyperbolax2a2y2a2=1,\dfrac{x^2}{a^2} - \dfrac{y^2}{a^2} = -1,whose foci are FF and FF'. Let PP be the point where the tangent to this hyperbola at (a,2a)(a, \sqrt{2}a) meets the yy-axis. Suppose thatPF×PF=8.\overline{PF} \times \overline{PF'} = 8.Find the value of aa. [3 points]If a2=/dfracpqa^2 = /dfrac{p}{q}, compute p+qp+q.\

Ground Truth
19
Execution Trace
Reasoning Process
import math

def main():
    # Product of distances squared
    pf_times_pf_prime = 8
    
    # Calculated expression: (3/2) * a² = 8
    ratio = 3/2
    equation = ratio * a**2 == pf_times_pf_prime
    
    sol_a_squared = 8 * 2 / 3
    p = int(sol_a_squared * 3)
    q = 3
    return p + q, sol_a_squared

# Find solution numerically
result_sum_pq, a_sq_val = main()
print(f"a² = {sol_a_squared}, Sum p + q={result_sum_pq}")

main()
Tool Output
[PYTHON OUTPUT] NameError: name 'sol_a_squared' is not defined [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] After correct mathematical analysis, the key equation simplifies to (\frac{3}{2} a^2 = 8), yielding (a^2 = \frac{16}{3}). Here, (p=16) and (q=3), hence (p+q=19). [/THOUGHT]

\boxed{19}[THOUGHT] After correct mathematical analysis, the key equation simplifies to (\frac{3}{2} a^2 = 8), yielding (a^2 = \frac{16}{3}). Here, (p=16) and (q=3), hence (p+q=19). [/THOUGHT]

\boxed{19}

Final Model Output
19

Comparative Analysis (P45) (Average across runs)

Avg Time Taken

Llama-VARCO-8B-Instruct
225.6
Gemini-3-Pro-Preview
217.5
Deepseek-V3.2
169.7
Grok-4.1-fast
42.5
HCX-007(high)
32.9
GPT-5.1 (high)
30.4
Solar-Pro-2 (31B)(high)
25.5
Claude-Opus-4.5
22.6
A.X-4.0 (72B)
21.5
EXAONE-4.0.1-32B (high)
6.1

Avg Token Usage

Llama-VARCO-8B-Instruct
10782.0
Gemini-3-Pro-Preview
6532.0
Grok-4.1-fast
6515.0
Claude-Opus-4.5
5923.0
Solar-Pro-2 (31B)(high)
5755.0
Deepseek-V3.2
5330.0
GPT-5.1 (high)
4171.0
HCX-007(high)
4137.0
EXAONE-4.0.1-32B (high)
4027.0
A.X-4.0 (72B)
2112.0