Problem Analysis #17

A.X-4.0 (72B) · Run 1

21.88s
2,081 toks
Problem Statement

Let aa and bb be real numbers such that

lim⁡x→01x3(a2∫0x11−t2 dt+bxcos⁡x)=2.\lim_{x \to 0} \frac{1}{x^3} \left( \frac{a}{2} \int_0^x \frac{1}{1-t^2}\, dt + bx\cos x \right) = 2.

Find the value of 100(a+b)2100(a + b)^2.\

Ground Truth
576
Execution Trace
Reasoning Process

[THOUGHT] To solve for aa and bb, I need to evaluate the given limit:

lim⁡x→01x3(a2∫0x11−t2 dt+bxcos⁡x)=2.\lim_{x \to 0} \frac{1}{x^3} \left( \frac{a}{2} \int_0^x \frac{1}{1-t^2}\, dt + bx\cos x \right) = 2.

First, consider the integral ∫0x11−t2 dt\int_0^x \frac{1}{1-t^2}\, dt. We can use the series expansion for 11−t2\frac{1}{1-t^2} around t=0t = 0:

11−t2=1+t2+t4+⋯for ∣t∣<1.\frac{1}{1-t^2} = 1 + t^2 + t^4 + \cdots \quad \text{for} \ |t| < 1.

Integrating term by term from 0 to xx:

∫0x11−t2 dt=∫0x1 dt+∫0xt2 dt+∫0xt4 dt+⋯=x+x33+x55+⋯ .\int_0^x \frac{1}{1-t^2}\, dt = \int_0^x 1\, dt + \int_0^x t^2\, dt + \int_0^x t^4\, dt + \cdots = x + \frac{x^3}{3} + \frac{x^5}{5} + \cdots.

Substitute this expansion into the given limit:

1x3(a2(x+x33+x55+⋯ )+bxcos⁡x).\frac{1}{x^3} \left( \frac{a}{2} \left( x + \frac{x^3}{3} + \frac{x^5}{5} + \cdots \right) + bx\cos x \right).

Next, expand bxcos⁡xbx \cos x around x=0x = 0:

cos⁡x=1−x22+x424−⋯ ,\cos x = 1 - \frac{x^2}{2} + \frac{x^4}{24} - \cdots,

so

bxcos⁡x=bx(1−x22+x424−⋯ )=bx−bx32+bx524−⋯ .bx \cos x = bx \left( 1 - \frac{x^2}{2} + \frac{x^4}{24} - \cdots \right) = bx - \frac{bx^3}{2} + \frac{bx^5}{24} - \cdots.

Combine the expansions:

1x3(a2x+a2x33+a2x55+⋯+bx−bx32+bx524−⋯ ).\frac{1}{x^3} \left( \frac{a}{2} x + \frac{a}{2} \frac{x^3}{3} + \frac{a}{2} \frac{x^5}{5} + \cdots + bx - \frac{bx^3}{2} + \frac{bx^5}{24} - \cdots \right). =1x3((a2+b)x+(a6−b2)x3+(a10+b24)x5+⋯ ).= \frac{1}{x^3} \left( \left( \frac{a}{2} + b \right) x + \left( \frac{a}{6} - \frac{b}{2} \right) x^3 + \left( \frac{a}{10} + \frac{b}{24} \right) x^5 + \cdots \right). =a2+b+(a6−b2)+(a10+b24)x2+⋯ .= \frac{a}{2} + b + \left( \frac{a}{6} - \frac{b}{2} \right) + \left( \frac{a}{10} + \frac{b}{24} \right) x^2 + \cdots.

For the limit to exist and equal 2 as x→0x \to 0, the coefficient of xx must be zero, and the coefficient of x3x^3 must be 2:

a2+b=0,\frac{a}{2} + b = 0, a6−b2=2.\frac{a}{6} - \frac{b}{2} = 2.

Solve these equations simultaneously: From the first equation:

b=−a2.b = -\frac{a}{2}.

Substitute into the second equation:

a6−−a22=2,\frac{a}{6} - \frac{-\frac{a}{2}}{2} = 2, a6+a4=2,\frac{a}{6} + \frac{a}{4} = 2, 2a+3a12=2,\frac{2a + 3a}{12} = 2, 5a12=2,\frac{5a}{12} = 2, a=245.a = \frac{24}{5}.

Substitute a=245a = \frac{24}{5} back into b=−a2b = -\frac{a}{2}:

b=−245⋅12=−125.b = -\frac{24}{5} \cdot \frac{1}{2} = -\frac{12}{5}.

Now, calculate 100(a+b)2100(a + b)^2:

a+b=245−125=125,a + b = \frac{24}{5} - \frac{12}{5} = \frac{12}{5}, (a+b)2=(125)2=14425,(a + b)^2 = \left( \frac{12}{5} \right)^2 = \frac{144}{25}, 100(a+b)2=100⋅14425=576.100(a + b)^2 = 100 \cdot \frac{144}{25} = 576.

The final answer is:

576\boxed{576}

[/THOUGHT]

Final Model Output
576

Comparative Analysis (P17) (Average across runs)

Avg Time Taken

Solar-Open-100B
632.5
K-EXAONE-236B-A23B
317.1
Llama-VARCO-8B-Instruct
57.7
Deepseek-V3.2
51.0
Kanana-2-30B-Thinking
41.5
K-EXAONE-236B-A23B
38.6
HCX-007(high)
38.3
Kanana-2-30B-Thinking-2601
33.1
Gemini-3-Pro-Preview
30.4
Solar-Pro-2 (31B)(high)
27.4
GPT-5.2 (high)
24.4
GPT-5.1 (high)
23.9
Grok-4.1-fast
23.5
A.X-4.0 (72B)
21.9
Claude-Opus-4.5
15.2
EXAONE-4.0.1-32B (high)
7.2

Avg Token Usage

K-EXAONE-236B-A23B
42,879
Grok-4.1-fast
8,530
Solar-Open-100B
7,810
Kanana-2-30B-Thinking-2601
7,015
Kanana-2-30B-Thinking
6,949
Solar-Pro-2 (31B)(high)
5,828
GPT-5.2 (high)
5,763
Gemini-3-Pro-Preview
5,699
Deepseek-V3.2
5,224
GPT-5.1 (high)
4,873
K-EXAONE-236B-A23B
4,597
EXAONE-4.0.1-32B (high)
4,374
HCX-007(high)
4,370
Claude-Opus-4.5
3,675
A.X-4.0 (72B)
2,081
Llama-VARCO-8B-Instruct
1,031