Problem Analysis #3

15.98s
4,218 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 need to find natural numbers a,b,ca, b, c satisfying the given system of equations, and then compute a4+b4+c4a^4 + b^4 + c^4.

Let me use Newton's identities to relate power sums to elementary symmetric polynomials.

Let:

  • p1=a+b+c=151p_1 = a + b + c = 151
  • p2=a2+b2+c2=10939p_2 = a^2 + b^2 + c^2 = 10939
  • p3=a3+b3+c3=957871p_3 = a^3 + b^3 + c^3 = 957871

And elementary symmetric polynomials:

  • e1=a+b+ce_1 = a + b + c
  • e2=ab+bc+cae_2 = ab + bc + ca
  • e3=abce_3 = abc

Newton's identities give us:

  • p1=e1p_1 = e_1
  • p2=e1p12e2p_2 = e_1 p_1 - 2e_2
  • p3=e1p2e2p1+3e3p_3 = e_1 p_2 - e_2 p_1 + 3e_3
  • p4=e1p3e2p2+e3p1p_4 = e_1 p_3 - e_2 p_2 + e_3 p_1

From these, I can find e1,e2,e3e_1, e_2, e_3 and then compute p4=a4+b4+c4p_4 = a^4 + b^4 + c^4.

Let me calculate this step by step. [/THOUGHT] [PYTHON]

Given values

p1 = 151 p2 = 10939 p3 = 957871

Newton's identities

p1 = e1

e1 = p1

p2 = e1 * p1 - 2 * e2

e2 = (e1 * p1 - p2) / 2

e2 = (e1 * p1 - p2) // 2

p3 = e1 * p2 - e2 * p1 + 3 * e3

e3 = (p3 - e1 * p2 + e2 * p1) / 3

e3 = (p3 - e1 * p2 + e2 * p1) // 3

print(f"e1 = {e1}") print(f"e2 = {e2}") print(f"e3 = {e3}")

Now compute p4 using Newton's identity

p4 = e1 * p3 - e2 * p2 + e3 * p1

p4 = e1 * p3 - e2 * p2 + e3 * p1

print(f"p4 = a^4 + b^4 + c^4 = {p4}")

Let's verify by finding a, b, c

They are roots of: t^3 - e1t^2 + e2t - e3 = 0

import numpy as np

coeffs = [1, -e1, e2, -e3] roots = np.roots(coeffs) print(f"Roots: {roots}")

Verify the sums

a, b, c = sorted([int(round(r.real)) for r in roots]) print(f"a, b, c = {a}, {b}, {c}") print(f"Verification:") print(f"a + b + c = {a + b + c}") print(f"a^2 + b^2 + c^2 = {a2 + b2 + c2}") print(f"a^3 + b^3 + c^3 = {a3 + b3 + c3}") print(f"a^4 + b^4 + c^4 = {a4 + b4 + c**4}") [/PYTHON]

Tool Output
[PYTHON OUTPUT] e1 = 151 e2 = 5931 e3 = 67221 p4 = a^4 + b^4 + c^4 = 89909683 Roots: [97. 33. 21.] a, b, c = 21, 33, 97 Verification: a + b + c = 151 a^2 + b^2 + c^2 = 10939 a^3 + b^3 + c^3 = 957871 a^4 + b^4 + c^4 = 89909683 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] I found the natural numbers a,b,ca, b, c that satisfy the given equations: a=21a = 21, b=33b = 33, c=97c = 97.

The verification confirms:

  • a+b+c=21+33+97=151a + b + c = 21 + 33 + 97 = 151
  • a2+b2+c2=441+1089+9409=10939a^2 + b^2 + c^2 = 441 + 1089 + 9409 = 10939
  • a3+b3+c3=9261+35937+912673=957871a^3 + b^3 + c^3 = 9261 + 35937 + 912673 = 957871

And the answer we need: a4+b4+c4=214+334+974=194481+1185921+88529281=89909683a^4 + b^4 + c^4 = 21^4 + 33^4 + 97^4 = 194481 + 1185921 + 88529281 = 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