Problem Analysis #28

42.53s
9,261 toks
Problem Statement

Consider two points A(5,0)A(5,0) and B(5,0)B(-5,0) in the coordinate plane. A point CC and a point PP in the same plane satisfy the following conditions:(i)AC=6,(ii)A point P lies on segment AC,(iii)BP+CP=8.\begin{aligned}\text{(i)} &\quad \overline{\text{AC}} = 6,\\\text{(ii)} &\quad \text{A point P lies on segment } AC,\\\text{(iii)} &\quad \overline{\text{BP}} + \overline{\text{CP}} = 8.\end{aligned}Let A=θ\angle A = \theta in triangle ABCABC, and let the area of triangle BCPBCP be denoted by f(θ)f(\theta).For an angle β\beta satisfyingcosβ=45,0<β<π2,\cos \beta = \frac{4}{5}, \qquad 0 < \beta < \frac{\pi}{2},assume thatf(β)=pq,f'(\beta) = -\frac{p}{q},where pp and qq are relatively prime positive integers.(Also, point CC does not lie on segment ABAB, and point PP is distinct from point CC.)Find the value ofp+q2.p + q^{2}.oindent

Ground Truth
721
Execution Trace
Reasoning Process

[THOUGHT] We have points A(5,0) and B(-5,0). Let C be such that AC = 6 and ∠A = θ.
Place C using polar coordinates from A:
C = (5 - 6 cos θ, 6 sin θ).

Let P divide AC with ratio λ (0<λ<1):
P = (5 - 6 λ cos θ, 6 λ sin θ).

Condition BP + CP = 8 gives CP = 6(1-λ) and BP = 2+6λ.
Using BP² = (10-6λ cos θ)² + (6λ sin θ)² = 100 -120λ cos θ +36λ²,
equating to (2+6λ)² yields λ = 4/(5 cos θ + 1).

Area of triangle BCP:
f(θ) = ½ |(C−B)×(P−B)| = 30 sin θ (1−λ)
= 30 sin θ · (5 cos θ−3)/(5 cos θ+1).

Derivative:
f'(θ) = 30·(25 cos³θ + 10 cos²θ − 3 cosθ − 20)/(5 cosθ+1)².

For β with cos β = 4/5:
cosβ = 4/5, sin²β = 1−(16/25)=9/25 ⇒ sinβ = 3/5.
Plug into numerator:
25·(64/125)+10·(16/25)−3·(4/5)−20 = -16/5.
Denominator: (5·4/5+1)² = 5² = 25.

Thus f'(β) = 30·(-16/5)/25 = -96/25.

So p/q = 96/25 ⇒ p = 96, q = 25 (coprime).
Required value: p + q² = 96 + 625 = 721.

We verify numerically with Python. [/THOUGHT] [PYTHON] import sympy as sp

theta = sp.symbols('theta', real=True) cos_theta = sp.cos(theta) sin_theta = sp.sin(theta)

lambda expression

lam = 4/(5*cos_theta + 1)

area function f(theta)

f = 30sin_theta(1 - lam) f_simplified = sp.simplify(f) print("f(theta) =", f_simplified)

derivative

f_prime = sp.diff(f_simplified, theta) print("f'(theta) =", sp.simplify(f_prime))

evaluate at beta where cos(beta) = 4/5

cos_beta_val = sp.Rational(4,5) sin_beta_val = sp.sqrt(1 - cos_beta_val**2) # positive beta = sp.acos(cos_beta_val) f_prime_at_beta = f_prime.subs(theta, beta).evalf() print("f'(beta) =", f_prime_at_beta)

rational form

f_prime_at_beta_rational = sp.simplify(f_prime.subs(theta, beta)) print("f'(beta) rational =", f_prime_at_beta_rational) [/PYTHON]

Tool Output
[PYTHON OUTPUT] f(theta) = 30*(5*cos(theta) - 3)*sin(theta)/(5*cos(theta) + 1) f'(theta) = 30*(63*cos(theta)/4 + 5*cos(2*theta) + 25*cos(3*theta)/4 - 15)/(5*cos(theta) + 1)**2 f'(beta) = -3.84000000000000 f'(beta) rational = -96/25 [/PYTHON OUTPUT]
Reasoning Process

\boxed{721}

Final Model Output
721

Comparative Analysis (P28) (Average across runs)

Avg Time Taken

K-EXAONE-236B-A23B
577.6
Deepseek-V3.2
508.6
EXAONE-4.0.1-32B (high)
214.8
Solar-Pro-2 (31B)(high)
190.5
Gemini-3-Pro-Preview
129.8
Kanana-2-30B-Thinking-2601
117.7
GPT-5.2 (high)
83.2
Kanana-2-30B-Thinking
73.4
GPT-5.1 (high)
69.8
Claude-Opus-4.5
68.5
A.X-4.0 (72B)
56.7
Solar-Open-100B
42.5
HCX-007(high)
37.4
K-EXAONE-236B-A23B
36.2
Llama-VARCO-8B-Instruct
35.0
Grok-4.1-fast
29.9
axk1
9.3

Avg Token Usage

K-EXAONE-236B-A23B
77079.0
Claude-Opus-4.5
31624.0
Kanana-2-30B-Thinking-2601
23920.5
EXAONE-4.0.1-32B (high)
17509.0
Solar-Pro-2 (31B)(high)
11892.0
Kanana-2-30B-Thinking
10105.0
GPT-5.2 (high)
9580.0
Solar-Open-100B
9261.0
Deepseek-V3.2
9057.0
Grok-4.1-fast
7316.0
GPT-5.1 (high)
7155.0
Gemini-3-Pro-Preview
6414.0
K-EXAONE-236B-A23B
6274.0
HCX-007(high)
4909.0
A.X-4.0 (72B)
4067.0
axk1
3249.0
Llama-VARCO-8B-Instruct
1224.0