Problem Analysis #42

21.87s
4,931 toks
Problem Statement

Consider the functionf(x)=12x2x+ln(1+x),f(x) = \frac{1}{2}x^2 - x + \ln(1 + x),and let tt be a positive real number. For s>0s > 0, let (s,f(s))(s, f(s)) be a point on the curve y=f(x)y = f(x). Let g(t)g(t) denote the value of ss such that the distance between the foot of the perpendicular from (s,f(s))(s, f(s)) to the yy-axis and the point where the tangent to the curve at (s,f(s))(s, f(s)) meets the yy-axis is equal to tt. Evaluate12274g(t)dt.\int_{\frac{1}{2}}^{\frac{27}{4}} g(t) \, dt.[4 points]\subsection*{Numerical answer}If the value is pq+ln2\frac{p}{q} + \ln 2, compute p+qp+q.\

Ground Truth
169
Execution Trace
Reasoning Process

[THOUGHT] The distance described is the vertical distance along the y-axis between (0,f(s)) and the y-intercept of the tangent at x=s. Since f'(x)=x^2/(1+x)>0 for s>0, this distance equals s f'(s)=s^3/(1+s). Thus g(t) is the inverse of t(s)=s^3/(1+s), and \int g(t)dt from t=a to b becomes \int_{s(a)}^{s(b)} s * (dt/ds) ds. I will find s-values for t=1/2 and 27/4 (they turn out to be 1 and 3), then compute the exact integral with Sympy and extract p,q from p/q+ln2. [/THOUGHT] [PYTHON] import sympy as sp

s=sp.symbols('s', positive=True) t_expr = s**3/(1+s) dt_ds = sp.diff(t_expr, s) integrand = s*dt_ds sp.factor(integrand)

endpoints

sol1 = sp.solve(sp.Eq(t_expr, sp.Rational(1,2)), s) sol2 = sp.solve(sp.Eq(t_expr, sp.Rational(27,4)), s) print("solutions t=1/2:", sol1) print("solutions t=27/4:", sol2)

choose positive real root

s1=sp.Integer(1) s2=sp.Integer(3)

I = sp.integrate(integrand, (s, s1, s2)) I_simplified = sp.simplify(I) print("Integral:", I_simplified)

express as rational + log(2)

I_log_simplified = sp.nsimplify(I_simplified, [sp.log(2)]) print("nsimplify:", I_log_simplified)

extract p/q if form p/q + log(2)

expr = sp.simplify(I_log_simplified - sp.log(2)) rat = sp.Rational(expr) print("p/q:", rat, "p+q:", rat.p + rat.q) print("numeric check:", float(I_simplified.evalf())) [/PYTHON][THOUGHT] The distance described is the vertical distance along the y-axis between (0,f(s)) and the y-intercept of the tangent at x=s. Since f'(x)=x^2/(1+x)>0 for s>0, this distance equals s f'(s)=s^3/(1+s). Thus g(t) is the inverse of t(s)=s^3/(1+s), and \int g(t)dt from t=a to b becomes \int_{s(a)}^{s(b)} s * (dt/ds) ds. I will find s-values for t=1/2 and 27/4 (they turn out to be 1 and 3), then compute the exact integral with Sympy and extract p,q from p/q+ln2. [/THOUGHT] [PYTHON] import sympy as sp

s=sp.symbols('s', positive=True) t_expr = s**3/(1+s) dt_ds = sp.diff(t_expr, s) integrand = sp.factor(s*dt_ds)

endpoints

sol1 = sp.solve(sp.Eq(t_expr, sp.Rational(1,2)), s) sol2 = sp.solve(sp.Eq(t_expr, sp.Rational(27,4)), s) print("solutions t=1/2:", sol1) print("solutions t=27/4:", sol2)

s1=sp.Integer(1) s2=sp.Integer(3)

I = sp.integrate(integrand, (s, s1, s2)) I_simplified = sp.simplify(I) print("integrand:", integrand) print("Integral:", I_simplified)

express as rational + log(2)

I_log_simplified = sp.nsimplify(I_simplified, [sp.log(2)]) print("nsimplify:", I_log_simplified)

extract p/q if form p/q + log(2)

expr = sp.simplify(I_log_simplified - sp.log(2)) rat = sp.Rational(expr) print("p/q:", rat, "p+q:", rat.p + rat.q)

print("numeric check:", float(I_simplified.evalf())) [/PYTHON]

Tool Output
[PYTHON OUTPUT] solutions t=1/2: [1] solutions t=27/4: [3] Integral: log(2) + 157/12 nsimplify: log(2) + 157/12 p/q: 157/12 p+q: 169 numeric check: 13.77648051389328 [/PYTHON OUTPUT] [PYTHON OUTPUT] solutions t=1/2: [1] solutions t=27/4: [3] integrand: s**3*(2*s + 3)/(s + 1)**2 Integral: log(2) + 157/12 nsimplify: log(2) + 157/12 p/q: 157/12 p+q: 169 numeric check: 13.77648051389328 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] The integral equals (\log(2)+\frac{157}{12}), so (p+q=157+12=169). \boxed{169}

Final Model Output
169

Comparative Analysis (P42) (Average across runs)

Avg Time Taken

K-EXAONE-236B-A23B
4908.0
K-EXAONE-236B-A23B
294.8
Deepseek-V3.2
99.4
Solar-Open-100B
81.8
Llama-VARCO-8B-Instruct
79.8
Gemini-3-Pro-Preview
70.0
Kanana-2-30B-Thinking
66.6
A.X-4.0 (72B)
62.6
Kanana-2-30B-Thinking-2601
48.2
Grok-4.1-fast
47.3
Solar-Pro-2 (31B)(high)
43.4
HCX-007(high)
35.7
Claude-Opus-4.5
30.1
GPT-5.1 (high)
28.7
GPT-5.2 (high)
21.9
axk1
9.5
EXAONE-4.0.1-32B (high)
6.5

Avg Token Usage

K-EXAONE-236B-A23B
269441.0
K-EXAONE-236B-A23B
31499.3
Solar-Open-100B
14855.0
Gemini-3-Pro-Preview
13341.0
Kanana-2-30B-Thinking-2601
11147.0
Kanana-2-30B-Thinking
10289.0
Claude-Opus-4.5
9394.0
Solar-Pro-2 (31B)(high)
8403.0
Grok-4.1-fast
7387.0
A.X-4.0 (72B)
5760.0
Deepseek-V3.2
5146.0
GPT-5.2 (high)
4931.0
HCX-007(high)
4718.0
GPT-5.1 (high)
4687.0
EXAONE-4.0.1-32B (high)
4223.0
Llama-VARCO-8B-Instruct
3954.0
axk1
3358.0