Problem Analysis #39

25.00s
6,006 toks
Problem Statement

Ten empty boxes are arranged in a row, and there are eight balls. The balls are to be placed into the boxes so that no boxes are left unused, the total number of balls is 88, and each box contains at most two balls. (The balls are indistinguishable.) Find the number of such distributions that satisfy the following conditions. [4 points]\begin{center}\fbox{\begin{minipage}{0.9\textwidth}(A) The number of boxes containing exactly one ball is either 44 or 66.(B) Any box containing two balls has empty neighboring boxes.\end{minipage}}\end{center}\

Ground Truth
262
Execution Trace
Reasoning Process

[THOUGHT] We need to count assignments of 0,1,2 to 10 positions (boxes) such that:

  • Total sum of values = 8 (since each ball contributes 1, each box with 2 balls contributes 2).
  • The number of positions with value 1 is either 4 or 6.
  • For any position with value 2, both its neighbors (if they exist) must be 0. We can brute‑force all 3^10 = 59049 possibilities using itertools.product, filter by the constraints, and sum the counts for the two allowed values of k (4 and 6). This will give the exact number of distributions. [/THOUGHT] [PYTHON] from itertools import product

def is_valid(arr): # arr is a tuple of length 10 with values 0,1,2 # check sum if sum(arr) != 8: return False # count of 1's count1 = arr.count(1) if count1 not in (4, 6): return False # check condition for 2's n = len(arr) for i, v in enumerate(arr): if v == 2: # left neighbor if i > 0 and arr[i-1] != 0: return False # right neighbor if i < n-1 and arr[i+1] != 0: return False return True

total = 0 for assignment in product([0,1,2], repeat=10): if is_valid(assignment): total += 1

print(total) [/PYTHON]

Tool Output
[PYTHON OUTPUT] 262 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] The Python code exhaustively checked all 3^10 = 59049 possible assignments of 0, 1, or 2 balls to the 10 boxes. It filtered these assignments based on the two conditions:

  1. The total number of balls is exactly 8.
  2. The number of boxes with exactly one ball is either 4 or 6.
  3. For any box containing two balls, both adjacent boxes (if they exist) must be empty. The result from the code execution was 262, which is the exact count of valid distributions satisfying all constraints. [/THOUGHT]

\boxed{262}

Final Model Output
262

Comparative Analysis (P39) (Average across runs)

Avg Time Taken

K-EXAONE-236B-A23B
1324.4
Solar-Pro-2 (31B)(high)
120.6
Kanana-2-30B-Thinking
100.3
Kanana-2-30B-Thinking-2601
98.5
Gemini-3-Pro-Preview
93.8
Deepseek-V3.2
80.4
Grok-4.1-fast
52.3
Llama-VARCO-8B-Instruct
39.2
K-EXAONE-236B-A23B
36.4
HCX-007(high)
34.1
Solar-Open-100B
25.0
GPT-5.2 (high)
21.2
A.X-4.0 (72B)
17.5
Claude-Opus-4.5
16.5
GPT-5.1 (high)
15.3
EXAONE-4.0.1-32B (high)
6.8
axk1
2.9

Avg Token Usage

K-EXAONE-236B-A23B
119267.7
Kanana-2-30B-Thinking-2601
18468.0
Kanana-2-30B-Thinking
16306.0
Solar-Pro-2 (31B)(high)
16125.0
Claude-Opus-4.5
14865.0
Gemini-3-Pro-Preview
10966.0
Grok-4.1-fast
7391.0
Deepseek-V3.2
7336.0
K-EXAONE-236B-A23B
6294.0
Solar-Open-100B
6006.0
EXAONE-4.0.1-32B (high)
4443.0
HCX-007(high)
4160.0
A.X-4.0 (72B)
3832.0
GPT-5.2 (high)
3595.0
GPT-5.1 (high)
2977.0
axk1
2231.0
Llama-VARCO-8B-Instruct
806.0