Problem Analysis #10

26.36s
4,136 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

[THOUGHT] We need the coefficient of x^3 in h(x)=f(x+1)-g(x+2). The condition is f(x)≠g(x) for all real x, so f-g has no real zeros. Since f and g share x^4 term, f(x)-g(x) is at most cubic; but any real cubic must have a real root unless its leading coefficient is 0. Hence a3=b3. Then compute the x^3 coefficient in h(x) and square it. [/THOUGHT] [PYTHON] import sympy as sp

x=sp.Symbol('x', real=True) a1,a2,a3,b1,b2,b3=sp.symbols('a1 a2 a3 b1 b2 b3', real=True)

f = a1 + 10x + a2x2 + a3*x3 + x4 g = b1 + 3x + b2x2 + b3*x3 + x4 h = sp.expand(f.subs(x, x+1) - g.subs(x, x+2))

coeff_x3 = sp.expand(h).coeff(x,3) print("h(x) =", h) print("coeff of x^3 =", coeff_x3)

apply necessary condition for f(x) != g(x) for all real x

coeff_x3_conditioned = sp.simplify(coeff_x3.subs({a3:b3})) print("coeff of x^3 under a3=b3 =", coeff_x3_conditioned) print("square =", sp.expand(coeff_x3_conditioned**2)) [/PYTHON]

Tool Output
[PYTHON OUTPUT] h(x) = a1 + a2*x**2 + 2*a2*x + a2 + a3*x**3 + 3*a3*x**2 + 3*a3*x + a3 - b1 - b2*x**2 - 4*b2*x - 4*b2 - b3*x**3 - 6*b3*x**2 - 12*b3*x - 8*b3 - 4*x**3 - 18*x**2 - 21*x - 11 coeff of x^3 = a3 - b3 - 4 coeff of x^3 under a3=b3 = -4 square = 16 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] From the verified expansion, the coefficient of (x^3) in (h(x)) is (a_3-b_3-4). The condition (f(x)\ne g(x)) for all real (x) forces (a_3=b_3), so the coefficient is (-4), whose square is (16). [\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