Problem Analysis #1

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Problem Statement

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

Ground Truth
12269137
Execution Trace
Reasoning Process

[THOUGHT] I will write a Python script to find the prime number closest to N=12269117N = 12269117. I will check integers N,N1,N+1,N2,N+2,N, N-1, N+1, N-2, N+2, \dots for primality using the sympy.isprime function. The first prime found will be the closest. If two are found at the same distance, I will note that, but typically one is closer or the question implies a unique answer.

[/THOUGHT] [PYTHON] from sympy import isprime

N = 12269117 found = False d = 0

while not found: # Check lower first, then higher, or check both and see which is closer (they are at distance d) # If d=0, check N if d == 0: if isprime(N): print(f"Found prime: {N} at distance {d}") found = True else: # Check N-d p_down = N - d if isprime(p_down): print(f"Found prime: {p_down} at distance {d}") found = True

    # Check N+d
    p_up = N + d
    if isprime(p_up):
        print(f"Found prime: {p_up} at distance {d}")
        found = True
        
if found:
    break
d += 1

[/PYTHON]

Tool Output
[PYTHON OUTPUT] Found prime: 12269137 at distance 20 [/PYTHON OUTPUT]
Reasoning Process

The prime number closest to N=12269117N = 12269117 is \boxed{12269137}.

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