Problem Analysis #1

18.29s
987 toks
Problem Statement

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

Ground Truth
12269137
Execution Trace
Reasoning Process

[THOUGHT] We need to find the prime number closest to N=12269117N = 12269117. We can start by checking if NN is prime. Then we check the numbers around NN. We can start by checking if NN is divisible by small primes like 2, 3, 5, 7, 11, etc. If it is not divisible by these small primes we can try larger ones. Alternatively, we can use a primality test like the Miller-Rabin test to check if NN is prime. Since we are looking for a prime close to N, it's likely that NN is not prime. We can check numbers slightly larger and smaller than N for primality.

[PYTHON] import math

def is_prime(n): if n <= 1: return False for i in range(2, int(math.sqrt(n)) + 1): if n % i == 0: return False return True

def find_closest_prime(n): if is_prime(n): return n

lower = n - 1
upper = n + 1

while True:
    if is_prime(lower):
        return lower
    if is_prime(upper):
        return upper
    lower -= 1
    upper += 1

print(find_closest_prime(12269117))

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

[THOUGHT] The Python code returned 12269137.

\boxed{12269137}

Final Model Output
12269137

Comparative Analysis (P1) (Average across runs)

Avg Time Taken

Solar-Open-100B
256.9
Deepseek-R1-distill-Qwen-32B (high)
147.2
Kanana-2-30B-Thinking
111.4
Deepseek-V3.2
86.7
Gemma-3-27B
76.9
Llama-VARCO-8B-Instruct
60.3
Kanana-2-30B-Thinking-2601
48.5
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
K-EXAONE-236B-A23B
5.6
Qwen3-30B-A3B-2507
4.5
axk1
4.2
EXAONE-4.0.1-32B (high)
2.0

Avg Token Usage

Kanana-2-30B-Thinking
14861.0
Llama-VARCO-8B-Instruct
11080.3
Solar-Open-100B
9880.3
Kanana-2-30B-Thinking-2601
9366.3
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
K-EXAONE-236B-A23B
2393.0
GPT-5.1 (high)
2239.3
A.X-4.0 (72B)
2217.0
axk1
2201.0
Gemma-3-27B
2111.0
Qwen3-30B-A3B-2507
1046.3