Problem Analysis #45

217.51s
6,532 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

[PYTHON] from sympy import symbols, sqrt, solve, Abs, simplify

def solve_hyperbola(): a = symbols('a', positive=True)

# Hyperbola: x^2/a^2 - y^2/a^2 = -1 => y^2/a^2 - x^2/a^2 = 1
# This is a vertical hyperbola.
# c^2 = a^2 + a^2 = 2a^2 => c = a*sqrt(2)
c = a * sqrt(2)

F = (0, c)
F_prime = (0, -c)

# Point of tangency T = (a, sqrt(2)*a)
x0 = a
y0 = sqrt(2) * a

# Tangent equation for y^2/a^2 - x^2/a^2 = 1 at (x0, y0) is y*y0/a^2 - x*x0/a^2 = 1
# y * (sqrt(2)a) / a^2 - x * a / a^2 = 1
# sqrt(2)*y/a - x/a = 1
# sqrt(2)*y - x = a

# Find P (intersection with y-axis, so x=0)
# sqrt(2)*y_P - 0 = a => y_P = a/sqrt(2)
y_P = a / sqrt(2)
P = (0, y_P)

# Calculate distances PF and PF'
# Since P, F, F' are on y-axis, distance is absolute difference of y-coordinates
dist_PF = Abs(y_P - c)
dist_PF_prime = Abs(y_P - (-c))

# Condition: PF * PF' = 8
equation = dist_PF * dist_PF_prime - 8

# Solve for a
solutions = solve(equation, a)
print(f"Solutions for a: {solutions}")

# We need a^2
vals = []
for sol in solutions:
    val_sq = sol**2
    print(f"a={sol}, a^2={val_sq}")
    vals.append(val_sq)
    
return vals

results = solve_hyperbola() print(results) [/PYTHON]

Tool Output
[PYTHON OUTPUT] Solutions for a: [4*sqrt(3)/3] a=4*sqrt(3)/3, a^2=16/3 [16/3] [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] The problem asks for p+qp+q where a2=pqa^2 = \frac{p}{q}. From the Python code, we found that the condition PF×PF=8\overline{PF} \times \overline{PF'} = 8 leads to the equation 3a2/2=83a^2/2 = 8. Solving for a2a^2, we get a2=163a^2 = \frac{16}{3}. Thus, p=16p = 16 and q=3q = 3. These are coprime integers since gcd(16,3)=1\text{gcd}(16, 3) = 1. We need to compute p+q=16+3=19p+q = 16 + 3 = 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