Problem Analysis #3

8.31s
3,215 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] We need to find a^4 + b^4 + c^4 given:

  1. a + b + c = 151
  2. a^2 + b^2 + c^2 = 10939
  3. a^3 + b^3 + c^3 = 957871

We can use symmetric polynomial identities: Let p1 = a + b + c = 151 p2 = a^2 + b^2 + c^2 = 10939 p3 = a^3 + b^3 + c^3 = 957871

We can compute elementary symmetric sums: Let s1 = a + b + c = p1 = 151 Let s2 = ab + bc + ca Let s3 = abc

We know: p2 = a^2 + b^2 + c^2 = (a+b+c)^2 - 2(ab+bc+ca) = s1^2 - 2 s2 So s2 = (s1^2 - p2)/2

Similarly: p3 = a^3 + b^3 + c^3 = (a+b+c)^3 - 3(a+b+c)(ab+bc+ca) + 3abc = s1^3 - 3 s1 s2 + 3 s3 So s3 = (p3 - s1^3 + 3 s1 s2)/3

Then we can compute p4 = a^4 + b^4 + c^4 using recurrence or Newton's identities: Newton's identities: p1 = s1 p2 = s1 p1 - 2 s2 p3 = s1 p2 - s2 p1 + 3 s3 p4 = s1 p3 - s2 p2 + s3 p1

But careful: Newton's identities for power sums p_k = sum a_i^k and elementary symmetric sums e_k: p1 = e1 p2 = e1 p1 - 2 e2 p3 = e1 p2 - e2 p1 + 3 e3 p4 = e1 p3 - e2 p2 + e3 p1

Yes, that's correct. So we can compute s2, s3, then p4.

Let's compute with Python to verify.

We'll compute step by step.

[PYTHON] import sympy as sp

Given values

p1 = 151 p2 = 10939 p3 = 957871

Compute s2 = ab + bc + ca

s2 = (p1**2 - p2) / 2

Compute s3 = abc

s3 = (p3 - p1**3 + 3 * p1 * s2) / 3

Now compute p4 = a^4 + b^4 + c^4 using Newton's identities:

p4 = s1 * p3 - s2 * p2 + s3 * s1

p4 = p1 * p3 - s2 * p2 + s3 * p1

print("s2 =", s2) print("s3 =", s3) print("p4 =", p4) [/PYTHON]

Tool Output
[PYTHON OUTPUT] s2 = 5931.0 s3 = 67221.0 p4 = 89909683.0 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] The Python output shows p4 = 89909683.0, which is an integer. Therefore, a^4 + b^4 + c^4 = 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
axk1
7.6
EXAONE-4.0.1-32B (high)
4.2

Avg Token Usage

Gemma-3-27B
23460.0
GPT-oss-20B (high)
16001.7
Gemini-3-Pro-Preview
13339.0
Deepseek-R1-distill-Qwen-32B (high)
9093.3
Solar-Pro-2 (31B)(high)
8507.0
Kanana-2-30B-Thinking
7200.0
Solar-Open-100B
7060.7
Kanana-2-30B-Thinking-2601
6457.0
HCX-007(high)
6416.3
A.X-4.0 (72B)
5855.7
Grok-4.1-fast
5726.7
Qwen3-30B-A3B-2507
4673.7
K-EXAONE-236B-A23B
4387.0
Llama-VARCO-8B-Instruct
4383.0
Claude-Opus-4.5
4039.7
EXAONE-4.0.1-32B (high)
3537.7
axk1
3206.0
Deepseek-V3.2
3143.7
GPT-5.1 (high)
2966.3