Problem Analysis #10

91.97s
19,768 toks
Problem Statement

Let R\mathbb{R} denote the set of all real numbers. Let ai,biRa_i, b_i \in \mathbb{R} for i{1,2,3}i \in \{1, 2, 3\}.Define the functions f:RRf: \mathbb{R} \to \mathbb{R}, g:RRg: \mathbb{R} \to \mathbb{R}, and h:RRh: \mathbb{R} \to \mathbb{R} byf(x) = a_1 + 10x + a_2 x^2 + a_3 x^3 + x^4,$$$$g(x) = b_1 + 3x + b_2 x^2 + b_3 x^3 + x^4,$$$$h(x) = f(x+1) - g(x+2).If f(x)eqg(x)f(x) eq g(x) for every xRx \in \mathbb{R}, find the square of the coefficient of x3x^3 in h(x)h(x).\

Ground Truth
16
Execution Trace
Reasoning Process

The coefficient of (x^3) in (h(x)) is (a_3 - b_3 - 4). When (a_i = 0) and (b_i = 0) for all (i), (f(x) = 10x + x^4) and (g(x) = 3x + x^4), and (f(x) \neq g(x)) for every (x) since the linear coefficients differ. For this case, (f(x+1) = (x+1)^4 + 10(x+1) = x^4 + 4x^3 + 6x^2 + 14x + 11) and (g(x+2) = (x+2)^4 + 3(x+2) = x^4 + 8x^3 + 24x^2 + 35x + 22), so (h(x) = f(x+1) - g(x+2) = -4x^3 - 18x^2 - 21x - 11). The coefficient of (x^3) is (-4), and its square is (16).

\boxed{16}

Reasoning Process

[THOUGHT] I need to compute the coefficient of (x^3) in (h(x) = f(x+1) - g(x+2)) for the given functions, using Python. I'll define the functions with specific values for (a_i) and (b_i) that satisfy the condition (f(x) \neq g(x)) for all (x), then expand and extract the coefficient. [/THOUGHT] [PYTHON] from sympy import symbols, expand

x = symbols('x') a1, a2, a3 = 0, 0, 0 b1, b2, b3 = 0, 0, 0

f = a1 + 10x + a2x2 + a3*x3 + x4 g = b1 + 3x + b2x2 + b3*x3 + x4

h = f.subs(x, x+1) - g.subs(x, x+2) h_expanded = expand(h) coeff = h_expanded.coeff(x, 3) print(coeff) print(coeff**2) [/PYTHON]

Tool Output
[PYTHON OUTPUT] -4 16 [/PYTHON OUTPUT]
Reasoning Process

\boxed{16}

Final Model Output
16

Comparative Analysis (P10) (Average across runs)

Avg Time Taken

Deepseek-V3.2
1092.9
K-EXAONE-236B-A23B
340.4
Solar-Open-100B
214.8
Llama-VARCO-8B-Instruct
159.2
Kanana-2-30B-Thinking-2601
66.1
Gemini-3-Pro-Preview
64.6
Kanana-2-30B-Thinking
64.2
Solar-Pro-2 (31B)(high)
62.7
GPT-5.1 (high)
49.9
HCX-007(high)
39.7
Claude-Opus-4.5
37.8
A.X-4.0 (72B)
33.5
K-EXAONE-236B-A23B
30.5
GPT-5.2 (high)
26.4
Grok-4.1-fast
21.1
axk1
9.5
EXAONE-4.0.1-32B (high)
3.7

Avg Token Usage

K-EXAONE-236B-A23B
39291.0
Solar-Open-100B
30892.0
Kanana-2-30B-Thinking-2601
14831.5
Deepseek-V3.2
14736.0
Kanana-2-30B-Thinking
10891.0
Solar-Pro-2 (31B)(high)
10078.0
Gemini-3-Pro-Preview
7774.0
Grok-4.1-fast
6299.0
GPT-5.1 (high)
5982.0
K-EXAONE-236B-A23B
5848.0
A.X-4.0 (72B)
5683.0
Llama-VARCO-8B-Instruct
5429.0
Claude-Opus-4.5
5411.0
HCX-007(high)
4919.0
GPT-5.2 (high)
4136.0
EXAONE-4.0.1-32B (high)
3353.0
axk1
3308.0