Problem Analysis #1

axk1 · Run 1

4.58s
2,354 toks
Problem Statement

Let CC be the binary linear code

C={(a1,a1,a2,a2,,a8,a8)F216:aiF2}.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 is the set of all vectors in F216\mathbb{F}_2^{16} whose first 8 coordinates are repeated in the last 8 coordinates: C={(a,a):aF28}C=\{(a,a): a\in\mathbb{F}_2^8\}. Thus CC is a 1-dimensional subspace of F28\mathbb{F}_2^8 (all vectors of the form (a1,,a8)(a_1,\dots,a_8)), embedded in F216\mathbb{F}_2^{16} by duplicating each coordinate. Any coordinate permutation of CC must permute the 16 coordinates. Because the code is determined by the 8 “pairs” of equal coordinates, the number of inequivalent permutations is the number of ways to partition the 16 coordinate positions into 8 unordered pairs (a perfect matching), which is

16!(2!)88!.\frac{16!}{(2!)^8\,8!}.

So the number of binary linear codes equivalent to CC under coordinate permutations is exactly this value. [/THOUGHT] [PYTHON] from math import factorial

n = 16 k = 8 count = factorial(n) // ( (2**k) * factorial(k) ) print(count) [/PYTHON]

Tool Output
[PYTHON OUTPUT] 2027025 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] The Python output 20270252027025 is taken as ground truth, so the number of binary linear codes equivalent to CC under coordinate permutations is 2027025\boxed{2027025}.

Final Model Output
2027025

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
naver-hyperclovax/HCX-007
24.0
Solar-Pro 2
21.7
GLM-4.5-Air
17.0
GPT-5.2 (high)
15.3
model_d_r1
8.3
axk1
5.1
EXAONE-4.0-32B
4.2

Avg Token Usage

Solar-Open-100B
10335.3
Kanana-2-30B-Thinking-2601
7969.3
Gemini-3-Pro-Preview
7038.0
K-EXAONE-236B-A23B
6654.7
Kanana-2-30B-Thinking
6208.0
Solar-Pro 2
5698.3
EXAONE-4.0-32B
3295.0
GPT-5.2 (high)
2904.0
naver-hyperclovax/HCX-007
2848.3
model_d_r1
2757.7
GLM-4.5-Air
2691.3
axk1
2440.3