Problem Analysis #45

GPT-5.2 (high) · Run 1

13.70s
3,460 toks
Problem Statement

Let aa be a positive real number, and consider the hyperbola

x2a2y2a2=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 that

PF×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] Compute tangent intersection point P, then distances from P to the foci and enforce PF*PF' = 8 to solve for a^2 and p+q. Verify with Python. [/THOUGHT] [PYTHON] import sympy as sp

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

foci for y^2 - x^2 = a^2: (0, ±a*sqrt(2))

F = sp.Point(0, asp.sqrt(2)) Fp = sp.Point(0, -asp.sqrt(2))

tangent at (a, sqrt(2)a) for y^2 - x^2 = a^2: slope x/y = 1/sqrt(2)

P_tan = sp.Point(a, a*sp.sqrt(2)) m = sp.Rational(1,1)/sp.sqrt(2)

y-intercept at x=0:

yP = P_tan.y + m*(0 - P_tan.x) P = sp.Point(0, sp.simplify(yP))

PF = P.distance(F) PFp = P.distance(Fp) prod = sp.simplify(PF*PFp)

print("P =", P) print("PF =", sp.simplify(PF)) print("PF' =", sp.simplify(PFp)) print("Product =", prod)

sol_a2 = sp.solve(sp.Eq(prod, 8), a**2)[0] print("a^2 =", sp.simplify(sol_a2)) p,q = sp.fraction(sp.simplify(sol_a2)) print("p+q =", sp.simplify(p+q)) [/PYTHON][THOUGHT] Use the verified computation to extract a2a^2 and then p+qp+q.

PFPF=8a2=163p+q=19.PF\cdot PF' = 8 \Rightarrow a^2=\frac{16}{3}\Rightarrow p+q=19.

19\boxed{19}

Tool Output
[PYTHON OUTPUT] P = Point2D(0, sqrt(2)*a/2) PF = sqrt(2)*a/2 PF' = 3*sqrt(2)*a/2 Product = 3*a**2/2 a^2 = 16/3 p+q = 19 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] From the Python output, PFPF=3a22=8PF\cdot PF'=\frac{3a^2}{2}=8, so a2=163a^2=\frac{16}{3}. Thus p+q=16+3=19p+q=16+3=19. 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
K-EXAONE-236B-A23B
148.6
Kanana-2-30B-Thinking
56.6
Grok-4.1-fast
42.5
Kanana-2-30B-Thinking-2601
35.5
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
Solar-Open-100B
21.4
K-EXAONE-236B-A23B
14.6
GPT-5.2 (high)
13.7
EXAONE-4.0.1-32B (high)
6.1

Avg Token Usage

K-EXAONE-236B-A23B
17,717
Llama-VARCO-8B-Instruct
10,782
Kanana-2-30B-Thinking
9,932
Kanana-2-30B-Thinking-2601
9,385
Gemini-3-Pro-Preview
6,532
Grok-4.1-fast
6,515
Solar-Open-100B
5,934
Claude-Opus-4.5
5,923
Solar-Pro-2 (31B)(high)
5,755
Deepseek-V3.2
5,330
GPT-5.1 (high)
4,171
HCX-007(high)
4,137
EXAONE-4.0.1-32B (high)
4,027
K-EXAONE-236B-A23B
3,768
GPT-5.2 (high)
3,460
A.X-4.0 (72B)
2,112