Problem Analysis #3

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9,349 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) for natural numbers (a, b, c) satisfying the given equations, we use symmetric sums and Newton's identities. First, we compute the elementary symmetric sums (S_1 = a + b + c), (S_2 = ab + bc + ca), and (S_3 = abc). Using the given equations, we find (S_1 = 151), (S_2 = 5931), and (S_3 = 67221). The sum of the fourth powers can be derived using the identity: [ a^4 + b^4 + c^4 = (a^2 + b^2 + c^2)^2 - 2(a^2b^2 + a^2c^2 + b^2c^2) ] where (a^2b^2 + a^2c^2 + b^2c^2 = S_2^2 - 2S_1S_3). Substituting the known values, we compute the result. Additionally, verifying by solving the cubic equation (x^3 - S_1x^2 + S_2x - S_3 = 0) confirms the roots (a = 21), (b = 33), and (c = 97). Calculating their fourth powers directly confirms the result.

[PYTHON]

Calculate the sum of fourth powers using symmetric sums

S1 = 151 S2 = 5931 S3 = 67221 sum_squares = 10939

Calculate a^2b^2 + a^2c^2 + b^2c^2

sum_sq_products = S2**2 - 2 * S1 * S3

Calculate sum of fourth powers

sum_fourth = sum_squares**2 - 2 * sum_sq_products print(sum_fourth)

Verify by computing individual fourth powers of roots 21, 33, 97

a, b, c = 21, 33, 97 verification = a4 + b4 + c**4 print(verification) [/PYTHON]

Tool Output
[PYTHON OUTPUT] 89909683 89909683 None [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] The Python output confirms that both methods yield the same result: (89909683). This value is consistent with the symmetric sum derivation and the direct computation of the fourth powers of the roots (21), (33), and (97). Therefore, the final answer is (\boxed{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
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