Problem Analysis #1

Solar-Open-100B · Run 3

38.02s
7,351 toks
Problem Statement

Let CC be the binary linear code

C={(a1,a1,a2,a2,…,a8,a8)∈F216:ai∈F2}.C=\{(a_1,a_1,a_2,a_2,\dots,a_8,a_8)\in\mathbb{F}_2^{16} : a_i\in\mathbb{F}_2\}.

How many binary linear codes are there which are equivalent (under coordinate permutations) to CC?

Ground Truth
2027025
Execution Trace
Reasoning Process

[THOUGHT] The code CC consists of all vectors in F216\mathbb{F}_2^{16} where each pair of coordinates (1,2),(3,4),…,(15,16)(1,2), (3,4), \dots, (15,16) are equal.
Under a permutation σ\sigma of the coordinates, the image σ(C)\sigma(C) is determined by the partition of the 16 positions into orbits of σ\sigma.
For σ(C)\sigma(C) to be equivalent to CC, every orbit must have size 2, i.e. σ\sigma must be a perfect matching (a product of 8 disjoint transpositions).
Thus the number of distinct codes equivalent to CC equals the number of ways to partition 16 elements into 8 unordered pairs, which is (16−1)!!=16!28 8!(16-1)!! = \frac{16!}{2^8\,8!}.
We will compute this value with Python. [/THOUGHT] [PYTHON] from sympy import factorial

n = 16

Number of perfect matchings (pairings) on n elements = (n-1)!! = (2n)!/(2^n * n!)

num_matchings = factorial(n) // (2**n * factorial(n//2)) print(num_matchings) [/PYTHON]

Tool Output
[PYTHON OUTPUT] 7918 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] The number of binary linear codes equivalent to C under coordinate permutations is the number of ways to partition 16 coordinates into 8 unordered pairs, which equals (16)! / (2^8 * 8!) = 7918. This matches the Python computation. [/THOUGHT] 7918\boxed{7918}

Final Model Output
7918

Comparative Analysis (P1) (Average across runs)

Avg Time Taken

K-EXAONE-236B-A23B
171.0
Solar-Open-100B
60.6
Gemini-3-Pro-Preview
50.2
Kanana-2-30B-Thinking-2601
39.1
Kanana-2-30B-Thinking
33.8
HCX-007
24.0
Solar-Pro 2
21.7
GLM-4.5-Air
17.0
GPT-5.2 (high)
15.3
EXAONE-4.0-32B
4.2

Avg Token Usage

Solar-Open-100B
10,335
Kanana-2-30B-Thinking-2601
7,969
Gemini-3-Pro-Preview
7,038
K-EXAONE-236B-A23B
6,655
Kanana-2-30B-Thinking
6,208
Solar-Pro 2
5,698
EXAONE-4.0-32B
3,295
GPT-5.2 (high)
2,904
HCX-007
2,848
GLM-4.5-Air
2,691