Problem Analysis #37

624.15s
5,585 toks
Problem Statement

There are 1616 balls and six empty boxes labeled with the integers from 11 to 66. Using a single die, the following experiment is performed.If the probability is qp\frac{q}{p}, compute p+qp+q.\

Ground Truth
19
Execution Trace
Reasoning Process

[THOUGHT] The problem describes 16 balls and 6 boxes, with a die determining which box each ball goes into. This is equivalent to rolling a fair six‑sided die 16 times and asking for the probability that each of the six faces appears at least once. The probability is

[ \frac{\text{# onto functions from 16 rolls to 6 faces}}{6^{16}} = \frac{\displaystyle\sum_{i=0}^{6}(-1)^i\binom{6}{i}(6-i)^{16}}{6^{16}}. ]

We will compute this sum, reduce the fraction, and then output (p+q) where the reduced probability is (\frac{q}{p}). [/THOUGHT] [PYTHON] from sympy import symbols, Rational, binomial, factorint, simplify

Compute numerator using inclusion‑exclusion

n = 16 k = 6 num = sum((-1)**i * binomial(k, i) * (k - i)**n for i in range(k + 1))

Denominator

den = k**n

Reduce fraction

prob = Rational(num, den) p, q = prob.as_numer_denom()

Compute p+q

result = p + q print(result) [/PYTHON]

Tool Output
[PYTHON OUTPUT] 5544278969 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] The Python code computed the value 5544278969, which is the sum of the numerator and denominator of the reduced probability fraction. This is the correct answer as per the tool output. [/THOUGHT] \boxed{5544278969}

Final Model Output
5544278969

Comparative Analysis (P37) (Average across runs)

Avg Time Taken

K-EXAONE-236B-A23B
4193.5
K-EXAONE-236B-A23B
2741.3
EXAONE-4.0.1-32B (high)
1790.1
Solar-Open-100B
624.1
Gemini-3-Pro-Preview
100.4
Llama-VARCO-8B-Instruct
91.8
Deepseek-V3.2
73.4
Kanana-2-30B-Thinking
58.9
Kanana-2-30B-Thinking-2601
29.4
Solar-Pro-2 (31B)(high)
24.1
HCX-007(high)
21.8
Claude-Opus-4.5
20.9
Grok-4.1-fast
17.6
GPT-5.1 (high)
16.4
GPT-5.2 (high)
14.1
A.X-4.0 (72B)
8.7
axk1
4.0

Avg Token Usage

K-EXAONE-236B-A23B
457357.7
K-EXAONE-236B-A23B
262144.0
EXAONE-4.0.1-32B (high)
14344.0
Kanana-2-30B-Thinking
10520.0
Gemini-3-Pro-Preview
6917.0
Kanana-2-30B-Thinking-2601
6777.5
Llama-VARCO-8B-Instruct
6148.0
Solar-Open-100B
5585.0
Grok-4.1-fast
5112.0
Solar-Pro-2 (31B)(high)
5011.0
Claude-Opus-4.5
4102.0
Deepseek-V3.2
4079.0
HCX-007(high)
3437.0
A.X-4.0 (72B)
2706.0
GPT-5.2 (high)
2683.0
GPT-5.1 (high)
2624.0
axk1
2241.0