Problem Analysis #3

EXAONE-4.0.1-32B (high) · Run 1

4.36s
3,587 toks
Problem Statement
find a4+b4+c4 for natural numbers a,b,c satisfying the following equations.{a+b+c=151a2+b2+c2=10939a3+b3+c3=957871\begin{aligned} &\text{find } a^4+b^4+c^4 \text{ for natural numbers } a,b,c \text{ satisfying the following equations.} \\ &\begin{cases} a+b+c = 151 \\ a^{2}+b^{2}+c^{2} = 10939 \\ a^{3}+b^{3}+c^{3} = 957871 \end{cases} \end{aligned}
Ground Truth
89909683
Execution Trace
Reasoning Process

[THOUGHT] To find a4+b4+c4a^4 + b^4 + c^4 given the equations:

  1. a+b+c=151a + b + c = 151
  2. a2+b2+c2=10939a^2 + b^2 + c^2 = 10939
  3. a3+b3+c3=957871a^3 + b^3 + c^3 = 957871

I will use Newton's identities to relate these sums to the elementary symmetric polynomials. First, I need to find the elementary symmetric sums S1=a+b+cS_1 = a + b + c, S2=ab+bc+caS_2 = ab + bc + ca, and S3=abcS_3 = abc. Then, I can use these to find higher power sums like a4+b4+c4a^4 + b^4 + c^4.

From the given:

  • S1=151S_1 = 151
  • a2+b2+c2=S122S2a^2 + b^2 + c^2 = S_1^2 - 2S_2, so 10939=15122S210939 = 151^2 - 2S_2. Solving for S2S_2: S2=(151210939)/2S_2 = (151^2 - 10939)/2.

Similarly, using the identity for a3+b3+c3a^3 + b^3 + c^3: a3+b3+c3=S133S1S2+3S3a^3 + b^3 + c^3 = S_1^3 - 3S_1S_2 + 3S_3, so 957871=15133151S2+3S3957871 = 151^3 - 3 \cdot 151 \cdot S_2 + 3S_3. Solving for S3S_3.

Once I have S1,S2,S3S_1, S_2, S_3, I can use the recurrence relation for power sums to find a4+b4+c4a^4 + b^4 + c^4.

[/THOUGHT] [PYTHON] from sympy import symbols, solve, simplify

Given sums

S1 = 151 sum_sq = 10939 sum_cu = 957871

Calculate S2 = ab + bc + ca

S2 = (S1**2 - sum_sq) // 2

Calculate S3 = abc

S3 = (sum_cu - S1**3 + 3 * S1 * S2) // 3

Now, use the recurrence relation for power sums:

p_k = S1 * p_{k-1} - S2 * p_{k-2} + S3 * p_{k-3}

We know p1 = S1, p2 = sum_sq, p3 = sum_cu

p1 = S1 p2 = sum_sq p3 = sum_cu

Calculate p4 = a^4 + b^4 + c^4

p4 = S1 * p3 - S2 * p2 + S3 * p1

print(p4) [/PYTHON]

Tool Output
[PYTHON OUTPUT] 89909683 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] The Python output confirms that a4+b4+c4=89909683a^4 + b^4 + c^4 = 89909683. [/THOUGHT] 89909683\boxed{89909683}

Final Model Output
89909683

Comparative Analysis (P3) (Average across runs)

Avg Time Taken

Gemma-3-27B
624.5
Deepseek-R1-distill-Qwen-32B (high)
376.5
Solar-Open-100B
235.8
Gemini-3-Pro-Preview
86.5
GPT-oss-20B (high)
82.9
HCX-007(high)
57.3
Solar-Pro-2 (31B)(high)
54.4
Deepseek-V3.2
45.5
Kanana-2-30B-Thinking
38.7
Llama-VARCO-8B-Instruct
36.7
A.X-4.0 (72B)
30.8
Kanana-2-30B-Thinking-2601
22.8
Qwen3-30B-A3B-2507
20.6
Grok-4.1-fast
20.6
Claude-Opus-4.5
15.2
K-EXAONE-236B-A23B
11.3
GPT-5.1 (high)
11.1
EXAONE-4.0.1-32B (high)
4.2

Avg Token Usage

Gemma-3-27B
23,460
GPT-oss-20B (high)
16,002
Gemini-3-Pro-Preview
13,339
Deepseek-R1-distill-Qwen-32B (high)
9,093
Solar-Pro-2 (31B)(high)
8,507
Kanana-2-30B-Thinking
7,200
Solar-Open-100B
7,061
Kanana-2-30B-Thinking-2601
6,457
HCX-007(high)
6,416
A.X-4.0 (72B)
5,856
Grok-4.1-fast
5,727
Qwen3-30B-A3B-2507
4,674
K-EXAONE-236B-A23B
4,387
Llama-VARCO-8B-Instruct
4,383
Claude-Opus-4.5
4,040
EXAONE-4.0.1-32B (high)
3,538
Deepseek-V3.2
3,144
GPT-5.1 (high)
2,966