Problem Analysis #1

model_d_r1 · Run 1

6.15s
2,528 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] To determine the number of binary linear codes equivalent to CC under coordinate permutations, I need to count the distinct ways to permute the coordinates of CC while preserving its structure. The code CC consists of 8 pairs of identical bits, so any equivalent code must also have this structure of 8 pairs.

The problem can be seen as equivalent to the number of ways to partition the 16 coordinates into 8 unordered pairs. This is a classic combinatorial problem. The formula for the number of ways to partition 2n2n items into nn unordered pairs is given by:

(2n)!2nn!\frac{(2n)!}{2^n \cdot n!}

For n=8n = 8, we get:

16!288!\frac{16!}{2^8 \cdot 8!}

I will calculate this using Python to ensure accuracy. [/THOUGHT] [PYTHON] import math

n = 8 result = math.factorial(2*n) // (2**n * math.factorial(n)) print(result)

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

[THOUGHT] Based on the Python output, the number of binary linear codes equivalent to CC under coordinate permutations is 2027025. This confirms the calculation of the number of ways to partition 16 coordinates into 8 unordered pairs. [/THOUGHT] \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