Problem Analysis #21

Solar-Pro-2 (31B)(high) · Run 1

56.55s
9,571 toks
Problem Statement

\text{Let } P_1(1+\cos t,; \sin t)\text{ be a point moving on the circle with center } (1,0)\text{ and radius } 1,]

and P2(2cosθ(t),  2sinθ(t)) be a point moving on the circle with center (0,0) and radius 2.\text{and }P_2(2\cos\theta(t),\; 2\sin\theta(t))\text{ be a point moving on the circle with center } (0,0)\text{ and radius } 2.

Both points start at the intersection point (2,0)(2,0) of the two circlesand move counterclockwise along their respective circles.Assume that their speeds satisfy

P1(t):P2(t)=1:4,(0t2π).|P_1'(t)| : |P_2'(t)| = 1 : 4,\qquad (0 \le t \le 2\pi).

Let t=t0t = t_0 be the time when the distance between P1P_1 and P2P_2 is maximized.At this moment, the following expression:

sint2sinθ(t)    (1+cost)2cosθ(t)=pq,\sin t \cdot 2\sin\theta(t)\;-\;(1+\cos t)\cdot 2\cos\theta(t)=\frac{p}{q},

where pp and qq are relatively prime positive integers.Find the value of p+qp + q.oindent

Ground Truth
141
Execution Trace
Reasoning Process

[THOUGHT] To solve the problem, we start by determining the parametric equations for the positions of P1P_1 and P2P_2. Given the speed ratio P1(t):P2(t)=1:4|P_1'(t)| : |P_2'(t)| = 1 : 4, we find that θ(t)=2t\theta(t) = 2t for P2P_2. The distance squared between P1P_1 and P2P_2 is derived and simplified to a quadratic function in cost\cos t. The maximum distance occurs when cost=18\cos t = -\frac{1}{8}. Using this value, we compute the required trigonometric expression involving sint\sin t, cost\cos t, sinθ(t)\sin \theta(t), and cosθ(t)\cos \theta(t) at t=t0t = t_0. The expression simplifies to 7764\frac{77}{64}, leading to p+q=141p + q = 141.

[PYTHON] import math from sympy import symbols, solve, cos, sin, simplify

Define symbols

t = symbols('t') u = cos(t)

Distance squared simplified to quadratic in u

D_squared = -8u**2 - 2u + 10

Find u that maximizes D_squared (vertex of parabola)

u_max = solve(D_squared.diff(u), u)[0] u_val = u_max.evalf() # Should be -1/8

Calculate sin(t) when cos(t) = -1/8

sin_t = sqrt(1 - u_val**2) sin_t = sin_t.evalf()

Calculate theta(t) = 2t, so cos(theta) and sin(theta)

cos_theta = 2u_val**2 - 1 sin_theta = 2sin_t*u_val

Compute the expression: sin(t)2sin(theta) - (1 + cos(t))2cos(theta)

expression = sin_t * 2 * sin_theta - (1 + u_val) * 2 * cos_theta expression_simplified = simplify(expression)

Since we know the exact value should be 77/64, verify with exact fractions

u_exact = -1/8 sin_t_exact = sqrt(1 - u_exact2) cos_theta_exact = 2*u_exact2 - 1 sin_theta_exact = 2sin_t_exactu_exact expression_exact = sin_t_exact * 2 * sin_theta_exact - (1 + u_exact) * 2 * cos_theta_exact numerator = expression_exact.as_numer_denom()[0] denominator = expression_exact.as_numer_denom()[1] p_plus_q = numerator + denominator

print(p_plus_q) [/PYTHON]

Tool Output
[PYTHON OUTPUT] ValueError: Can't calculate derivative wrt cos(t). [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] The error in the Python code was due to an incorrect derivative approach. Manually solving, the maximum distance occurs at cost=18\cos t = -\frac{1}{8}. Calculating the expression with sint=378\sin t = \frac{3\sqrt{7}}{8}, cosθ=1516\cos \theta = -\frac{15}{16}, and sinθ=3732\sin \theta = -\frac{3\sqrt{7}}{32}, the expression simplifies to 147128\frac{147}{128}. Thus, p+q=147+128=275p + q = 147 + 128 = 275.

275\boxed{275}

Final Model Output
275

Comparative Analysis (P21) (Average across runs)

Avg Time Taken

K-EXAONE-236B-A23B
495.2
Kanana-2-30B-Thinking
103.1
Llama-VARCO-8B-Instruct
93.9
Gemini-3-Pro-Preview
90.3
Solar-Open-100B
77.2
K-EXAONE-236B-A23B
74.8
GPT-5.1 (high)
73.6
Deepseek-V3.2
67.4
Kanana-2-30B-Thinking-2601
58.3
Solar-Pro-2 (31B)(high)
56.5
Grok-4.1-fast
41.6
HCX-007(high)
35.9
A.X-4.0 (72B)
32.7
Claude-Opus-4.5
28.3
GPT-5.2 (high)
21.3
EXAONE-4.0.1-32B (high)
9.6

Avg Token Usage

K-EXAONE-236B-A23B
58,804
K-EXAONE-236B-A23B
18,632
Kanana-2-30B-Thinking
17,351
Solar-Open-100B
14,424
Kanana-2-30B-Thinking-2601
12,691
GPT-5.1 (high)
12,127
Gemini-3-Pro-Preview
10,461
Grok-4.1-fast
10,394
Solar-Pro-2 (31B)(high)
9,571
Deepseek-V3.2
5,739
A.X-4.0 (72B)
5,617
EXAONE-4.0.1-32B (high)
5,381
Claude-Opus-4.5
5,284
GPT-5.2 (high)
4,865
HCX-007(high)
4,768
Llama-VARCO-8B-Instruct
3,110