Problem Statement
Let be the binary linear code
How many binary linear codes are there which are equivalent (under coordinate permutations) to ?
Ground Truth
2027025
Execution Trace
Reasoning Process
Reasoning Process
[THOUGHT] We need to compute the number of binary linear codes equivalent to C under coordinate permutations. The code C has length 16 and is generated by the matrix [I_8 | I_8], making it self-dual. The automorphism group of C is (S_2)^8 ⋊ S_8, which has order 2^8 * 8!. The symmetric group S_16 has order 16!. By the orbit-stabilizer theorem, the size of the equivalence class is 16! / (2^8 * 8!). We will use Python to compute this value. [/THOUGHT] [PYTHON] import math num = math.factorial(16) // (2**8 * math.factorial(8)) print(num) [/PYTHON]
Tool Output
[PYTHON OUTPUT]
2027025
[/PYTHON OUTPUT]
Reasoning Process
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
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
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
HCX-007
2848.3
GLM-4.5-Air
2691.3