Problem Analysis #27

28.24s
9,410 toks
Problem Statement

\text{Given a set } A={a_1,a_2,\ldots,a_k} \text{ consisting of distinct real numbers, define }S(A) \text{ as the sum of all elements of } A:]S(A)=a_1+a_2+\cdots+a_k.$$$$\text{For example, if } p \text{ is a prime number and } A=\{1,p\}, \text{ the set of divisors of } p,\text{ then } S(A)=p+1.$$$$\text{Now, let } A \text{ be the set obtained by taking } \log_{10} \text{ of each divisor of }10^{2025}, $$$$\text{and multiplying the value by } +1 \text{ if the divisor is even, and by }-1 \text{ if the divisor is odd.}$$$$\text{Compute the product of the prime factors appearing in the prime factorization of }S(A)-2025\cdot 2026 \cdot \log_{10} 2.

Ground Truth
7688670
Execution Trace
Reasoning Process

[THOUGHT] The value T = S(A) - 2025 * 2026 * log10(2) simplifies to (2025 * 2026 * 2024) / 2 = 2025 * 2026 * 1012, which is an integer. To find the product of the distinct prime factors of T, factorize 2025, 2026, and 1012 using sympy, collect the unique primes, and compute their product. [/THOUGHT] [PYTHON] from sympy import factorint from functools import reduce

factors_2025 = factorint(2025).keys() factors_2026 = factorint(2026).keys() factors_1012 = factorint(1012).keys()

all_primes = set(factors_2025) | set(factors_2026) | set(factors_1012) product = reduce(lambda x, y: x * y, all_primes, 1) print(product) [/PYTHON]

Tool Output
[PYTHON OUTPUT] 7688670 [/PYTHON OUTPUT]
Reasoning Process

S(A) = log10(2) * 2025 * 2026 + 2024 * (2025 * 2026 / 2)

T = S(A) - 2025 * 2026 * log10(2) = 2025 * 2026 * 1012

Prime factors of T:

2025 = 3^4 * 5^2

2026

Reasoning Process

[THOUGHT] The Python output gives the product of the distinct prime factors as 7688670, which is the ground truth answer. [/THOUGHT] \boxed{7688670}

Explanation

The reasoning begins by analyzing the problem to compute S(A), the sum defined for the set A derived from the divisors of (10^{2025}). Each divisor (d) contributes (\log_{10} d \cdot (+1)) if (d) is even and (\log_{10} d \cdot (-1)) if (d) is odd.

Recognize that (10^{2025} = 2^{2025} \cdot 5^{2025}), so its divisors are (d = 2^a \cdot 5^b) where (0 \leq a, b \leq 2025). Thus, (\log_{10} d = a \log_{10} 2 + b \log_{10} 5).

S(A) sums these terms with signs: for even (d) (a ≥ 1), add (\log_{10} d); for odd (d) (a = 0), subtract (\log_{10} d).

Separate the sum into contributions from powers of 2 and 5. The total sum is (\sum_{\text{divisors } d} \sigma(d) \log_{10} d), where (\sigma(d) = +1) if even, -1 if odd.

This simplifies to (\log_{10} 2 \cdot \sum \sigma(d) a + \log_{10} 5 \cdot \sum \sigma(d) b).

Compute (\sum \sigma(d) a): for fixed b, sum over a of a if a ≥ 1, and 0 if a=0. This yields (2025 \cdot 2026 \cdot \log_{10} 2) for the log2 part, and similarly for log5, but with (\log_{10} 5 = 1 - \log_{10} 2), the log5 terms cancel appropriately.

The net result is S(A) = (2025 \cdot 2026 \cdot \log_{10} 2 + 2025 \cdot 2026 \cdot 1012), derived from pairing even and odd divisors.

Thus, T = S(A) - 2025 \cdot 2026 \cdot \log_{10} 2 = 2025 \cdot 2026 \cdot 1012).

To find the product of distinct prime factors of T, factorize 2025, 2026, and 1012:

  • 2025 = (3^4 \cdot 5^2), primes: 3, 5
  • 2026 = 2 \cdot 1013, primes: 2, 1013
  • 1012 = (2^2 \cdot 11 \cdot 23), primes: 2, 11, 23

Distinct primes: 2, 3, 5, 11, 23, 1013.

Their product is 2 × 3 × 5 × 11 × 23 × 1013 = 7688670, as verified by the Python code execution.

Final Model Output
7688670

Comparative Analysis (P27) (Average across runs)

Avg Time Taken

EXAONE-4.0.1-32B (high)
9270.8
Gemini-3-Pro-Preview
193.8
Llama-VARCO-8B-Instruct
60.5
HCX-007(high)
59.8
Solar-Pro-2 (31B)(high)
50.6
Deepseek-V3.2
41.0
A.X-4.0 (72B)
40.7
GPT-5.1 (high)
34.9
Grok-4.1-fast
28.2
Claude-Opus-4.5
27.7

Avg Token Usage

Gemini-3-Pro-Preview
12269.0
Grok-4.1-fast
9410.0
Solar-Pro-2 (31B)(high)
9131.0
Deepseek-V3.2
6485.0
HCX-007(high)
6470.0
A.X-4.0 (72B)
6427.0
Claude-Opus-4.5
5967.0
EXAONE-4.0.1-32B (high)
4839.0
GPT-5.1 (high)
4722.0
Llama-VARCO-8B-Instruct
2568.0