Problem Analysis #28

73.44s
10,105 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] I will compute the derivative of the area function f(θ) at θ = β, where cosβ = 4/5, and then find p and q from f'(β) = -p/q. I will use exact arithmetic with fractions to avoid floating-point errors. [/THOUGHT] [PYTHON] from fractions import Fraction

cos_val = Fraction(4, 5) sin_val = Fraction(3, 5) cos2_val = 2 * cos_val ** 2 - 1

num = (5 * cos2_val - 3 * cos_val) * (5 * cos_val + 1) + 5 * sin_val ** 2 * (5 * cos_val - 3) den = (5 * cos_val + 1) ** 2 df_val = 30 * num / den

p = abs(df_val.numerator) q = df_val.denominator result = p + q ** 2 print(result) [/PYTHON]

Tool Output
[PYTHON OUTPUT] 721 [/PYTHON OUTPUT]
Reasoning Process
Final Model Output

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