Problem Analysis #3

GPT-5.1 (high) · Run 1

9.70s
2,597 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] 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] 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