Problem Analysis #3

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 ( a^4 + b^4 + c^4 ) given the equations:

  1. ( a + b + c = 151 )
  2. ( a^2 + b^2 + c^2 = 10939 )
  3. ( a^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 ( S_1 = a + b + c ), ( S_2 = ab + bc + ca ), and ( S_3 = abc ). Then, I can use these to find higher power sums like ( a^4 + b^4 + c^4 ).

From the given:

  • ( S_1 = 151 )
  • ( a^2 + b^2 + c^2 = S_1^2 - 2S_2 ), so ( 10939 = 151^2 - 2S_2 ). Solving for ( S_2 ): ( S_2 = (151^2 - 10939)/2 ).

Similarly, using the identity for ( a^3 + b^3 + c^3 ): ( a^3 + b^3 + c^3 = S_1^3 - 3S_1S_2 + 3S_3 ), so ( 957871 = 151^3 - 3 \cdot 151 \cdot S_2 + 3S_3 ). Solving for ( S_3 ).

Once I have ( S_1, S_2, S_3 ), I can use the recurrence relation for power sums to find ( a^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 ( a^4 + b^4 + c^4 = 89909683 ). [/THOUGHT] \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
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
Llama-VARCO-8B-Instruct
36.7
A.X-4.0 (72B)
30.8
Qwen3-30B-A3B-2507
20.6
Grok-4.1-fast
20.6
Claude-Opus-4.5
15.2
GPT-5.1 (high)
11.1
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
HCX-007(high)
6416.3
A.X-4.0 (72B)
5855.7
Grok-4.1-fast
5726.7
Qwen3-30B-A3B-2507
4673.7
Llama-VARCO-8B-Instruct
4383.0
Claude-Opus-4.5
4039.7
EXAONE-4.0.1-32B (high)
3537.7
Deepseek-V3.2
3143.7
GPT-5.1 (high)
2966.3