Problem Analysis #45

30.38s
4,171 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

[THOUGHT] I will model the hyperbola and tangent line using sympy, compute the intersection point with the y-axis, then compute distances from that point to the two foci, form their product, set it equal to 8, and solve for (a). Then I'll extract (a^2 = p/q) and compute (p+q). [/THOUGHT] [PYTHON] import sympy as sp

Define symbol

a = sp.symbols('a', positive=True)

Define point on hyperbola

x0 = a y0 = sp.sqrt(2)*a

Slope of tangent using implicit differentiation: y^2/a^2 - x^2/a^2 = 1

dy/dx = x / y

m = x0 / y0 m_simplified = sp.simplify(m)

Equation of tangent line: y - y0 = m (x - x0)

x, y = sp.symbols('x y') y_line = y0 + m_simplified*(x - x0)

Intersection with y-axis: x = 0

yP = sp.simplify(y_line.subs(x, 0)) P = (0, yP)

Foci of hyperbola y^2/a^2 - x^2/a^2 = 1: (0, ±a*sqrt(2))

F1 = (0, asp.sqrt(2)) F2 = (0, -asp.sqrt(2))

Distances PF1 and PF2

PF1 = sp.simplify(sp.sqrt((P[0]-F1[0])**2 + (P[1]-F1[1])**2)) PF2 = sp.simplify(sp.sqrt((P[0]-F2[0])**2 + (P[1]-F2[1])**2))

product = sp.simplify(PF1 * PF2) print("Slope m:", m_simplified) print("Point P:", P) print("PF1:", PF1) print("PF2:", PF2) print("Product PF1*PF2:", product)

Set product = 8 and solve for a^2

solution_for_a2 = sp.solve(sp.Eq(product, 8), a**2) print("Solutions for a^2:", solution_for_a2)

Extract p and q from a^2 = p/q and compute p+q

a2 = sp.simplify(solution_for_a2[0]) p = sp.fraction(a2)[0] q = sp.fraction(a2)[1] print("a^2:", a2) print("p:", p, "q:", q, "p+q:", p+q) [/PYTHON]

Tool Output
[PYTHON OUTPUT] Slope m: sqrt(2)/2 Point P: (0, sqrt(2)*a/2) PF1: sqrt(2)*a/2 PF2: 3*sqrt(2)*a/2 Product PF1*PF2: 3*a**2/2 Solutions for a^2: [16/3] a^2: 16/3 p: 16 q: 3 p+q: 19 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] From the Python output, we have (a^2 = \frac{16}{3}), so (p=16) and (q=3), giving (p+q=19). [ \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