Problem Analysis #32

GPT-5.2 (high) · Run 1

23.64s
5,721 toks
Problem Statement

Let {an}\{a_n\} be a sequence satisfying the following conditions.\begin{center}\fbox{\begin{minipage}{0.9\textwidth}

  • a1=7a_1 = 7,
  • For every natural number n2n \geq 2,
k=1nak=23an+16n216n+10.\sum_{k=1}^{n} a_k = \frac{2}{3}a_n + \frac{1}{6}n^2 - \frac{1}{6}n + 10.

\end{minipage}}\end{center}Consider the following work to compute

k=112ak+k=15a2k+1.\sum_{k=1}^{12} a_k + \sum_{k=1}^{5} a_{2k+1}.

\begin{center}\fbox{\begin{minipage}{0.9\textwidth}For every natural number n2n \geq 2,

an+1=k=1n+1akk=1nak,a_{n+1} = \sum_{k=1}^{n+1} a_k - \sum_{k=1}^{n} a_k,

so

an+1=23(an+1an)+(A),a_{n+1} = \frac{2}{3}(a_{n+1} - a_n) + \boxed{(\text{A})},

and, after rearranging this expression,

2an+an+1=3×(A)(i).2a_n + a_{n+1} = 3 \times \boxed{(\text{A})} \qquad \cdots\cdots \text{(i)}.

From

k=1nak=23an+16n216n+10(n2),\sum_{k=1}^{n} a_k = \frac{2}{3}a_n + \frac{1}{6}n^2 - \frac{1}{6}n + 10 \quad (n \geq 2),

substituting n=2n = 2 into both sides gives

a2=(B)(ii).a_2 = \boxed{(\text{B})} \qquad \cdots\cdots \text{(ii)}.

By (i) and (ii),

k=112ak+k=15a2k+1=a1+a2+k=15(2a2k+1+a2k+2)\sum_{k=1}^{12} a_k + \sum_{k=1}^{5} a_{2k+1} = a_1 + a_2 + \sum_{k=1}^{5} (2a_{2k+1} + a_{2k+2}) =(C).= \boxed{(\text{C})}.

\end{minipage}}\end{center}Let f(n)f(n) be the expression corresponding to (A)\boxed{(\text{A})}, and let pp and qq be the numbers corresponding to (B)\boxed{(\text{B})} and (C)\boxed{(\text{C})}, respectively. Compute

p×qf(12).\dfrac{p \times q}{f(12)}.

[4 points]\

Ground Truth
130
Execution Trace
Reasoning Process

[THOUGHT] Derive f(n) from the difference S_{n+1}-S_n, compute a2 from the n=2 case, use the derived relation 2a_n+a_{n+1}=n to evaluate the required sums (thus q), then compute (p*q)/f(12). I will verify all values with Python by symbolic simplification and by generating the sequence. [/THOUGHT] [PYTHON] import sympy as sp

n=sp.symbols('n', integer=True, positive=True) S = lambda m, a_m: sp.Rational(2,3)*a_m + sp.Rational(1,6)*m**2 - sp.Rational(1,6)*m + 10

derive A = polynomial difference part in a_{n+1} expression

A = sp.simplify((sp.Rational(1,6)(n+1)**2 - sp.Rational(1,6)(n+1) + 10) - (sp.Rational(1,6)*n**2 - sp.Rational(1,6)*n + 10)) print("A =", A)

compute a2 from n=2 equation

a2=sp.Symbol('a2') eq = sp.Eq(7 + a2, sp.Rational(2,3)*a2 + sp.Rational(1,6)*2**2 - sp.Rational(1,6)*2 + 10) p = sp.solve(eq, a2)[0] print("p (a2) =", p)

compute q using 2a_n+a_{n+1} = n and sum

q = 7 + p + sum([2*k+1 for k in range(1,6)]) print("q =", q)

f12 = sp.simplify(A.subs(n,12)) print("f(12) =", f12)

value = sp.simplify(pq/f12) print("pq/f(12) =", value)

extra verification by generating sequence using recurrence from relation:

from a_{n+1} = 2/3(a_{n+1}-a_n)+A => gives a_{n+1} = -2a_n + n

def gen_a(N): a=[None](N+1) a[1]=7 a[2]=int(p) for m in range(2,N): a[m+1] = -2a[m] + m return a

a=gen_a(12) print("a1..a12:", a[1:13])

verify given S_n formula for n>=2

def S_n(m): return sum(a[1:m+1]) for m in range(2,13): lhs=S_n(m) rhs=sp.Rational(2,3)*a[m] + sp.Rational(1,6)*m**2 - sp.Rational(1,6)m + 10 if sp.simplify(lhs-rhs)!=0: print("Mismatch at", m, lhs, rhs) print("Sum expression check:", sum(a[1:13]) + sum(a[2k+1] for k in range(1,6))) [/PYTHON][THOUGHT] The computations give f(n)=n3f(n)=\frac n3, p=a2=10p=a_2=10, and q=52q=52. Thus pqf(12)=10524=130\dfrac{p q}{f(12)}=\dfrac{10\cdot 52}{4}=130. [/THOUGHT] 130\boxed{130}

Tool Output
[PYTHON OUTPUT] A = n/3 p (a2) = 10 q = 52 f(12) = 4 p*q/f(12) = 130 a1..a12: [7, 10, -18, 39, -74, 153, -300, 607, -1206, 2421, -4832, 9675] Sum expression check: 52 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] From the Python output, f(12)=4f(12)=4, p=10p=10, q=52q=52, so pqf(12)=10524=130\frac{p q}{f(12)}=\frac{10\cdot 52}{4}=130. 130\boxed{130}

Final Model Output
130

Comparative Analysis (P32) (Average across runs)

Avg Time Taken

EXAONE-4.0.1-32B (high)
1815.5
K-EXAONE-236B-A23B
1469.7
Gemini-3-Pro-Preview
246.1
Llama-VARCO-8B-Instruct
209.4
Deepseek-V3.2
165.9
Solar-Open-100B
78.9
Solar-Pro-2 (31B)(high)
74.9
Kanana-2-30B-Thinking-2601
73.7
Kanana-2-30B-Thinking
65.0
HCX-007(high)
47.3
K-EXAONE-236B-A23B
33.2
A.X-4.0 (72B)
33.1
Grok-4.1-fast
32.4
GPT-5.1 (high)
32.3
Claude-Opus-4.5
30.3
GPT-5.2 (high)
23.6

Avg Token Usage

K-EXAONE-236B-A23B
172,401
Llama-VARCO-8B-Instruct
16,930
Solar-Open-100B
15,251
Kanana-2-30B-Thinking-2601
14,849
Solar-Pro-2 (31B)(high)
13,356
Kanana-2-30B-Thinking
13,274
Gemini-3-Pro-Preview
11,189
Grok-4.1-fast
9,697
Deepseek-V3.2
7,656
Claude-Opus-4.5
7,594
HCX-007(high)
6,642
K-EXAONE-236B-A23B
6,562
A.X-4.0 (72B)
6,211
GPT-5.1 (high)
5,774
GPT-5.2 (high)
5,721
EXAONE-4.0.1-32B (high)
940