Problem Analysis #41

16.98s
3,631 toks
Problem Statement

Let CC be the curve given parametrically byx=e4t(1+sin2πt),y=e4t(13cos2πt).x = e^{4t}(1 + \sin^2 \pi t), \qquad y = e^{4t}(1 - 3\cos^2 \pi t).Let PP be the point where CC intersects the line y=3x5ey = 3x - 5e. Determine the slope of the tangent to CC at PP. [3 points]If the slope is aπbπ+c\frac{a\pi - b}{\pi + c}, compute a+b+ca+b+c.\

Ground Truth
11
Execution Trace
Reasoning Process

[THOUGHT] Find the parameter value t where the parametric curve intersects the line y=3x-5e, then compute the tangent slope dy/dx=(dy/dt)/(dx/dt) at that t. Finally match the slope to (aπ-b)/(π+c) and compute a+b+c. [/THOUGHT] [PYTHON] import sympy as sp

t = sp.symbols('t', real=True) x = sp.exp(4t) * (1 + sp.sin(sp.pit)**2) y = sp.exp(4t) * (1 - 3sp.cos(sp.pi*t)**2)

Solve intersection with y = 3x - 5e

eq = sp.Eq(y, 3x - 5sp.E) sol_t = sp.solve(eq, t) print("t solutions:", sol_t)

Choose the (real) solution and compute slope dy/dx there

dxdt = sp.diff(x, t) dydt = sp.diff(y, t)

for ts in sol_t: slope = sp.simplify((dydt/dxdt).subs(t, ts)) print("t =", ts, "slope =", slope)

Extract a,b,c from slope (3*pi-2)/(pi+6)

slope_simplified = sp.simplify((dydt/dxdt).subs(t, sp.Rational(1,4))) print("slope at t=1/4:", slope_simplified)

compute a+b+c assuming slope = (a*pi - b)/(pi + c)

a, b, c = 3, 2, 6 print("a+b+c =", a+b+c) [/PYTHON]

Tool Output
[PYTHON OUTPUT] t solutions: [1/4] t = 1/4 slope = (-2 + 3*pi)/(pi + 6) slope at t=1/4: (-2 + 3*pi)/(pi + 6) a+b+c = 11 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] From the Python output, the slope is (\frac{3\pi-2}{\pi+6}), so (a=3), (b=2), (c=6) and (a+b+c=11). [ \boxed{11} ]

Final Model Output
11

Comparative Analysis (P41) (Average across runs)

Avg Time Taken

Solar-Open-100B
653.1
K-EXAONE-236B-A23B
200.2
Llama-VARCO-8B-Instruct
92.0
GPT-5.1 (high)
76.3
Deepseek-V3.2
73.2
Kanana-2-30B-Thinking
65.1
Gemini-3-Pro-Preview
52.1
HCX-007(high)
44.4
Solar-Pro-2 (31B)(high)
32.2
Kanana-2-30B-Thinking-2601
28.6
A.X-4.0 (72B)
26.2
K-EXAONE-236B-A23B
25.7
Grok-4.1-fast
24.4
Claude-Opus-4.5
20.1
GPT-5.2 (high)
17.0
axk1
6.6
EXAONE-4.0.1-32B (high)
5.9

Avg Token Usage

K-EXAONE-236B-A23B
23889.7
GPT-5.1 (high)
11773.0
Kanana-2-30B-Thinking
11479.0
Solar-Open-100B
10372.0
Kanana-2-30B-Thinking-2601
8281.0
Llama-VARCO-8B-Instruct
7592.0
Gemini-3-Pro-Preview
7354.0
Claude-Opus-4.5
7243.0
Solar-Pro-2 (31B)(high)
6628.0
K-EXAONE-236B-A23B
6032.0
Deepseek-V3.2
5861.0
HCX-007(high)
5058.0
Grok-4.1-fast
4639.0
EXAONE-4.0.1-32B (high)
3981.0
GPT-5.2 (high)
3631.0
axk1
2713.0
A.X-4.0 (72B)
2344.0