Problem Analysis #3

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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] I will use Sympy to solve the given system for natural numbers a, b, c, then compute a^4 + b^4 + c^4 from the solutions. I'll set up the equations exactly as given and let Sympy find integer solutions, then verify they are natural numbers, and finally compute the required sum of fourth powers. [/THOUGHT] [PYTHON] from sympy import symbols, Eq, solve

a, b, c = symbols('a b c', integer=True)

solutions = solve([ Eq(a + b + c, 151), Eq(a2 + b2 + c2, 10939), Eq(a3 + b3 + c3, 957871) ], (a, b, c), domain=None)

print("Solutions:", solutions)

Compute a^4 + b^4 + c^4 for each solution

results = [] for sol in solutions: av, bv, cv = sol val = av4 + bv4 + cv**4 results.append((sol, val))

print("Fourth power sums:", results) [/PYTHON]

Tool Output
[PYTHON OUTPUT] Solutions: [(21, 33, 97), (21, 97, 33), (33, 21, 97), (33, 97, 21), (97, 21, 33), (97, 33, 21)] Fourth power sums: [((21, 33, 97), 89909683), ((21, 97, 33), 89909683), ((33, 21, 97), 89909683), ((33, 97, 21), 89909683), ((97, 21, 33), 89909683), ((97, 33, 21), 89909683)] [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] The system has solutions that are permutations of (21, 33, 97). For any of these, the value of a^4 + b^4 + c^4 is the same, namely 89909683 from the Python output. [/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