Problem Analysis #3

17.41s
5,893 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] Compute the elementary symmetric sums s2 = ab + bc + ca and s3 = abc using the power sums.

s1 = 151

s2 = (s1**2 - p2) / 2

s3 = (p3 - s1**3 + 3 * s1 * s2) / 3

Verify they are integers, then use sympy to solve the cubic equation x^3 - s1 x^2 + s2 x - s3 = 0 to find a, b, c.

Once we have a, b, c, compute a^4 + b^4 + c^4. [/THOUGHT] [PYTHON] p1 = 151 p2 = 10939 p3 = 957871 s1 = p1 s2 = (s12 - p2) / 2 s3 = (p3 - s13 + 3 * s1 * s2) / 3 print(f"s2: {s2}") print(f"s3: {s3}") print("Are they integers?", s2.is_integer(), s3.is_integer()) from sympy import symbols, solve, expand x = symbols('x') poly = x3 - s1*x2 + s2*x - s3 roots = solve(poly, x) print("Roots:", roots) [/PYTHON]

Tool Output
[PYTHON OUTPUT] s2: 5931.0 s3: 67221.0 Are they integers? True True Roots: [21.0000000000000, 33.0000000000000, 97.0000000000000] None [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] The roots are 21, 33, 97. Compute 21^4 + 33^4 + 97^4. [/THOUGHT] [PYTHON] print(214 + 334 + 97**4) [/PYTHON]

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

[THOUGHT] The roots are 21, 33, 97, and their fourth powers sum to 89909683, as verified by Python. [/THOUGHT] \boxed{89909683}

Explanation

The reasoning follows Newton's identities to derive the elementary symmetric sums from the given power sums, then solves for the roots, and finally computes the required fourth power sum.

  • Compute the first elementary symmetric sum: s1 = a + b + c = 151 (given as p1).
  • Compute the second symmetric sum: s2 = (s1² - p2) / 2 = (151² - 10939) / 2 = 5931, confirmed integer.
  • Compute the third symmetric sum: s3 = (p3 - s1³ + 3 × s1 × s2) / 3 = (957871 - 151³ + 3 × 151 × 5931) / 3 = 67221, confirmed integer.
  • Form the cubic polynomial: x³ - s1 x² + s2 x - s3 = 0, or x³ - 151x² + 5931x - 67221 = 0.
  • Solve the polynomial using SymPy, yielding roots 21, 33, and 97, which are natural numbers.
  • Verify these roots satisfy the original equations implicitly through the symmetric sums derivation.
  • Compute the fourth power sum: 21⁴ + 33⁴ + 97⁴ = 89909683, obtained via direct Python evaluation.
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