Problem Analysis #37

24.09s
5,011 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 involves distributing 16 balls into 6 boxes using a die roll for each ball. The experiment likely involves rolling the die 16 times, placing each ball into the box corresponding to the die face. The probability that all boxes are non-empty is required. Using the inclusion-exclusion principle, the number of favorable outcomes is calculated and divided by the total possible outcomes (6^16). The fraction is simplified, and p+q is computed.

[PYTHON] import math

Calculate numerator using inclusion-exclusion principle

numerator = (616) - 6*(516) + 15*(416) - 20*(316) + 15*(216) - 6 denominator = 616

Compute GCD and simplify the fraction

gcd = math.gcd(numerator, denominator) p = denominator // gcd q = numerator // gcd

Result is p + q

print(p + q) [/PYTHON]

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

[THOUGHT] The Python code correctly computes the simplified fraction's denominator and numerator, then outputs their sum. The output 5544278969 is the final result for p + q. [/THOUGHT] \boxed{5544278969}

Final Model Output
5544278969

Comparative Analysis (P37) (Average across runs)

Avg Time Taken

EXAONE-4.0.1-32B (high)
1790.1
Gemini-3-Pro-Preview
100.4
Llama-VARCO-8B-Instruct
91.8
Deepseek-V3.2
73.4
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
A.X-4.0 (72B)
8.7

Avg Token Usage

EXAONE-4.0.1-32B (high)
14344.0
Gemini-3-Pro-Preview
6917.0
Llama-VARCO-8B-Instruct
6148.0
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-5.1 (high)
2624.0