Problem Analysis #10

Grok-4.1-fast · Run 1

21.12s
6,299 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} by

f(x)=a1+10x+a2x2+a3x3+x4,f(x) = a_1 + 10x + a_2 x^2 + a_3 x^3 + x^4, g(x)=b1+3x+b2x2+b3x3+x4,g(x) = b_1 + 3x + b_2 x^2 + b_3 x^3 + x^4, h(x)=f(x+1)g(x+2).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] To find the coefficient of x3x^3 in h(x)=f(x+1)g(x+2)h(x) = f(x+1) - g(x+2), expand using SymPy. The coefficient will be in terms of a3a_3 and b3b_3. The condition f(x)g(x)f(x) \neq g(x) for all real xx implies f(x)g(x)f(x) - g(x) has no real roots. Since f(x)g(x)=(a1b1)+7x+(a2b2)x2+(a3b3)x3f(x) - g(x) = (a_1 - b_1) + 7x + (a_2 - b_2)x^2 + (a_3 - b_3)x^3, this cubic must have leading coefficient zero (otherwise it has a real root), so a3=b3a_3 = b_3. Thus, the x3x^3 coefficient in h(x)h(x) is independent of ai,bia_i, b_i and equals -4. Its square is 16. Verify the coefficient with SymPy. [/THOUGHT] [PYTHON] from sympy import symbols, expand

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

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

f_shifted = f.subs(x, x+1) g_shifted = g.subs(x, x+2)

h = expand(f_shifted - g_shifted) coeff_x3 = h.coeff(x**3)

print(coeff_x3) [/PYTHON]

Tool Output
[PYTHON OUTPUT] a3 - b3 - 4 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] The coefficient of x3x^3 in h(x)h(x) is a3b34a_3 - b_3 - 4. Since f(x)g(x)f(x) \neq g(x) for all real xx, f(x)g(x)f(x) - g(x) is a cubic with no real roots, requiring a3b3=0a_3 - b_3 = 0. Thus, the coefficient is 4-4, and its square is 16. [/THOUGHT] 16\boxed{16}

Explanation

The reasoning begins by expanding h(x)=f(x+1)g(x+2)h(x) = f(x+1) - g(x+2) using SymPy, which yields the coefficient of x3x^3 as a3b34a_3 - b_3 - 4. The condition f(x)g(x)f(x) \neq g(x) for all real xx means f(x)g(x)=(a1b1)+7x+(a2b2)x2+(a3b3)x3f(x) - g(x) = (a_1 - b_1) + 7x + (a_2 - b_2)x^2 + (a_3 - b_3)x^3 has no real roots. A cubic polynomial always has at least one real root unless its leading coefficient is zero, so a3b3=0a_3 - b_3 = 0. Substituting this into the coefficient gives 4-4. The square of 4-4 is 16, matching the Python output and problem requirements.

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
EXAONE-4.0.1-32B (high)
3.7

Avg Token Usage

K-EXAONE-236B-A23B
39,291
Solar-Open-100B
30,892
Kanana-2-30B-Thinking-2601
14,832
Deepseek-V3.2
14,736
Kanana-2-30B-Thinking
10,891
Solar-Pro-2 (31B)(high)
10,078
Gemini-3-Pro-Preview
7,774
Grok-4.1-fast
6,299
GPT-5.1 (high)
5,982
K-EXAONE-236B-A23B
5,848
A.X-4.0 (72B)
5,683
Llama-VARCO-8B-Instruct
5,429
Claude-Opus-4.5
5,411
HCX-007(high)
4,919
GPT-5.2 (high)
4,136
EXAONE-4.0.1-32B (high)
3,353