Problem Analysis #8

axk1 · Run 1

4.39s
2,417 toks
Problem Statement

For two vectors u,vZqn\mathbf{u}, \mathbf{v}\in\mathbb{Z}_q^n, the Fixed Length Levenshtein distance between u\mathbf{u} and v\mathbf{v} is defined as the smallest number tt such that u\mathbf{u} can be transformed to v\mathbf{v} through tt deletions and tt insertions. \nFind the maximum size of the balls of radius 11 in Z2100\mathbb{Z}_2^{100} centered at xZ2100\mathbf{x}\in\mathbb{Z}_2^{100}.

Ground Truth
8736
Execution Trace
Reasoning Process

[THOUGHT] We need the size (cardinality) of the “ball” of radius 1 under the Fixed Length Levenshtein distance in Z2100\mathbb{Z}_2^{100}, i.e., all vectors yZ2100y\in\mathbb{Z}_2^{100} such that the distance between yy and the center xx is 1\le 1. Here a deletion removes one coordinate from the first vector, and an insertion adds one coordinate to the first vector; to keep the length fixed, one deletion must be paired with one insertion. Thus a distance-1 transformation consists of choosing one coordinate to delete from yy and one coordinate (possibly the same) to insert, yielding xx. In Z2\mathbb{Z}_2, each coordinate is either 0 or 1. For any yy, there is exactly one deletion that makes the resulting length-99 vector match the length-99 vector obtained from xx by deleting some coordinate, and then exactly one insertion to restore length 100. This forces yy to equal xx. Therefore the radius-1 ball contains only the center itself, so its maximum size is 1. [/THOUGHT] [PYTHON] print(1) [/PYTHON]

Tool Output
[PYTHON OUTPUT] 1 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] The Python output is 11, so the maximum size of the radius‑1 ball in Z2100\mathbb{Z}_2^{100} is 11. \boxed{1}

Final Model Output
1

Comparative Analysis (P8) (Average across runs)

Avg Time Taken

Gemini-3-Pro-Preview
281.3
K-EXAONE-236B-A23B
267.7
Solar-Open-100B
197.1
GPT-5.2 (high)
146.1
Kanana-2-30B-Thinking
112.4
Solar-Pro 2
88.0
Kanana-2-30B-Thinking-2601
31.6
naver-hyperclovax/HCX-007
25.8
GLM-4.5-Air
24.2
model_d_r1
12.1
axk1
4.5
EXAONE-4.0-32B
3.4

Avg Token Usage

K-EXAONE-236B-A23B
52939.7
Gemini-3-Pro-Preview
46314.3
Solar-Open-100B
29632.0
Solar-Pro 2
16975.7
Kanana-2-30B-Thinking
15621.3
GPT-5.2 (high)
11533.7
Kanana-2-30B-Thinking-2601
7837.7
GLM-4.5-Air
4556.7
naver-hyperclovax/HCX-007
3606.0
EXAONE-4.0-32B
3151.3
model_d_r1
2651.7
axk1
2426.0