Problem Analysis #1

38.36s
6,788 toks
Problem Statement

Find the prime number closest to the given integer N=12269117N = 12269117.

Ground Truth
12269137
Execution Trace
Reasoning Process

[THOUGHT] To find the prime number closest to ( N = 12269117 ), we first check if ( N ) itself is prime. If not, we search for the nearest primes below and above ( N ) by checking odd numbers (since even numbers greater than 2 are not prime) and compare their distances to ( N ). The prime with the smallest distance is the answer, and in case of a tie, the lower prime is chosen.

[/THOUGHT] [PYTHON] import sympy

n = 12269117

if sympy.isprime(n): print(n) else: # Find the nearest prime below N lower = n - 1 if lower > 2 and lower % 2 == 0: lower -= 1 # Make it odd while lower >= 2: if sympy.isprime(lower): break lower -= 2

# Find the nearest prime above N
upper = n + 1
if upper % 2 == 0:
    upper += 1  # Make it odd
while True:
    if sympy.isprime(upper):
        break
    upper += 2

# Compare distances
d_lower = n - lower
d_upper = upper - n
if d_lower < d_upper:
    print(lower)
elif d_upper < d_lower:
    print(upper)
else:
    print(lower)  # In case of tie, choose the lower prime

[/PYTHON]

Tool Output
[PYTHON OUTPUT] 12269137 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] The tool output is 12269137, which is the closest prime to ( N = 12269117 ). The code first checks if ( N ) is prime (it is not), then finds the nearest primes below and above ( N ), and selects the closest one. Since the output is ( 12269137 ), this is confirmed as the correct answer.

Final Answer: (\boxed{12269137}) [/THOUGHT]

Final Model Output
12269137

Comparative Analysis (P1) (Average across runs)

Avg Time Taken

Deepseek-R1-distill-Qwen-32B (high)
147.2
Deepseek-V3.2
86.7
Gemma-3-27B
76.9
Llama-VARCO-8B-Instruct
60.3
Solar-Pro-2 (31B)(high)
26.7
HCX-007(high)
21.9
Gemini-3-Pro-Preview
15.5
Grok-4.1-fast
14.5
Claude-Opus-4.5
10.1
GPT-oss-20B (high)
8.7
GPT-5.1 (high)
7.6
A.X-4.0 (72B)
6.0
Qwen3-30B-A3B-2507
4.5
EXAONE-4.0.1-32B (high)
2.0

Avg Token Usage

Llama-VARCO-8B-Instruct
11080.3
Deepseek-V3.2
5349.3
Solar-Pro-2 (31B)(high)
5138.3
Deepseek-R1-distill-Qwen-32B (high)
4199.7
Grok-4.1-fast
3670.7
HCX-007(high)
3434.0
Gemini-3-Pro-Preview
2963.3
GPT-oss-20B (high)
2818.7
Claude-Opus-4.5
2506.3
EXAONE-4.0.1-32B (high)
2429.3
GPT-5.1 (high)
2239.3
A.X-4.0 (72B)
2217.0
Gemma-3-27B
2111.0
Qwen3-30B-A3B-2507
1046.3