Problem Statement
Ground Truth
89909683
Execution Trace
Reasoning Process
[THOUGHT] To find given the equations:
I will use Newton's identities to relate these sums to the elementary symmetric polynomials. First, I need to find the elementary symmetric sums , , and . Then, I can use these to find higher power sums like .
From the given:
- , so . Solving for : .
Similarly, using the identity for : , so . Solving for .
Once I have , I can use the recurrence relation for power sums to find .
[/THOUGHT] [PYTHON] from sympy import symbols, solve, simplify
Given sums
S1 = 151 sum_sq = 10939 sum_cu = 957871
Calculate S2 = ab + bc + ca
S2 = (S1**2 - sum_sq) // 2
Calculate S3 = abc
S3 = (sum_cu - S1**3 + 3 * S1 * S2) // 3
Now, use the recurrence relation for power sums:
p_k = S1 * p_{k-1} - S2 * p_{k-2} + S3 * p_{k-3}
We know p1 = S1, p2 = sum_sq, p3 = sum_cu
p1 = S1 p2 = sum_sq p3 = sum_cu
Calculate p4 = a^4 + b^4 + c^4
p4 = S1 * p3 - S2 * p2 + S3 * p1
print(p4) [/PYTHON]
Tool Output
[PYTHON OUTPUT]
89909683
[/PYTHON OUTPUT]
Reasoning Process
[THOUGHT] The Python output confirms that . [/THOUGHT]
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