Problem Analysis #3

677.55s
3,649 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] Let pk=ak+bk+ckp_k = a^k+b^k+c^k. We are given p1=151p_1=151, p2=10939p_2=10939, and p3=957871p_3=957871. Let e1=a+b+ce_1 = a+b+c, e2=ab+bc+cae_2 = ab+bc+ca, and e3=abce_3 = abc. We have the following Newton's sums: 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 From the given equations: e1=p1=151e_1 = p_1 = 151 p2=e1p12e210939=15122e210939=228012e22e2=2280110939=11862e2=5931p_2 = e_1 p_1 - 2e_2 \Rightarrow 10939 = 151^2 - 2e_2 \Rightarrow 10939 = 22801 - 2e_2 \Rightarrow 2e_2 = 22801-10939=11862 \Rightarrow e_2 = 5931 p3=e1p2e2p1+3e3957871=151(10939)5931(151)+3e3957871=1651789895581+3e3957871=756208+3e33e3=957871756208=201663e3=67221p_3 = e_1 p_2 - e_2 p_1 + 3e_3 \Rightarrow 957871 = 151(10939) - 5931(151) + 3e_3 \Rightarrow 957871 = 1651789 - 895581 + 3e_3 \Rightarrow 957871 = 756208 + 3e_3 \Rightarrow 3e_3 = 957871 - 756208 = 201663 \Rightarrow e_3 = 67221 Now we want to find a4+b4+c4=p4a^4+b^4+c^4 = p_4. We have the recurrence relation: p4=e1p3e2p2+e3p1p_4 = e_1 p_3 - e_2 p_2 + e_3 p_1 p4=151(957871)5931(10939)+67221(151)p_4 = 151(957871) - 5931(10939) + 67221(151) p4=14463852164897000+10150371p_4 = 144638521 - 64897000 + 10150371 p4=89866521+10150371p_4 = 89866521 + 10150371 p4=100016892p_4 = 100016892

Now we verify the solution. We have a+b+c=151a+b+c=151, ab+bc+ca=5931ab+bc+ca = 5931 and abc=67221abc=67221. Then a,b,ca,b,c are the roots of the cubic equation: x3151x2+5931x67221=0x^3 - 151 x^2 + 5931 x - 67221 = 0 We can try integer roots. Since abc=67221=322407=327469abc=67221 = 3 \cdot 22407 = 3^2 \cdot 7469, we can try x=3x=3. 27151(9)+5931(3)67221=271359+1779367221=1782068580027 - 151(9) + 5931(3) - 67221 = 27-1359+17793-67221 = 17820 - 68580 \neq 0 Try x=9x=9. 729151(81)+5931(9)67221=72912231+5337967221=54108794520729 - 151(81) + 5931(9) - 67221 = 729-12231+53379-67221 = 54108 - 79452 \neq 0 Let's try to find the roots numerically. The roots are approximately 13,47,9113, 47, 91. 13+47+91=15113+47+91 = 151, 13(47)+47(91)+91(13)=611+4277+1183=6071593113(47)+47(91)+91(13) = 611+4277+1183=6071 \neq 5931 Something is wrong.

Let's recalculate e2e_2. p2=e1p12e210939=(151)(151)2e210939=228012e22e2=2280110939=11862e2=5931p_2 = e_1 p_1 - 2e_2 \Rightarrow 10939 = (151)(151) - 2e_2 \Rightarrow 10939 = 22801 - 2e_2 \Rightarrow 2e_2 = 22801-10939=11862 \Rightarrow e_2 = 5931 Let's recalculate e3e_3. p3=e1p2e2p1+3e3957871=(151)(10939)(5931)(151)+3e3957871=1651789895581+3e3957871=756208+3e33e3=957871756208=201663e3=67221p_3 = e_1 p_2 - e_2 p_1 + 3e_3 \Rightarrow 957871 = (151)(10939) - (5931)(151) + 3e_3 \Rightarrow 957871 = 1651789 - 895581 + 3e_3 \Rightarrow 957871 = 756208 + 3e_3 \Rightarrow 3e_3 = 957871 - 756208 = 201663 \Rightarrow e_3 = 67221 Let's recalculate p4p_4. p4=e1p3e2p2+e3p1p4=(151)(957871)(5931)(10939)+(67221)(151)p_4 = e_1 p_3 - e_2 p_2 + e_3 p_1 \Rightarrow p_4 = (151)(957871) - (5931)(10939) + (67221)(151) p4=14463852164897000+10150371=89866521+10150371=100016892p_4 = 144638521 - 64897000 + 10150371 = 89866521+10150371=100016892

[PYTHON]

def solve():
    p1 = 151
    p2 = 10939
    p3 = 957871

    e1 = p1
    e2 = (e1*e1 - p2) / 2
    e3 = (p3 - e1*p2 + e2*p1) / 3

    p4 = e1 * p3 - e2 * p2 + e3 * p1
    print(int(p4))

solve()
Tool Output
[PYTHON OUTPUT] 89909683 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] The Python code calculates p4=89909683p_4 = 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