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 need to find the prime number closest to N = 12269117. This means I need to check if N itself is prime, and if not, find the nearest prime both above and below N, then determine which one is closer.

Let me write Python code to:

  1. Check if N is prime
  2. If not, find the nearest prime below N
  3. Find the nearest prime above N
  4. Compare distances and return the closest one [/THOUGHT] [PYTHON] from sympy import isprime, nextprime, prevprime

N = 12269117

Check if N itself is prime

if isprime(N): print(f"N = {N} is prime, so the closest prime is {N}") else: # Find the nearest prime below N prev_p = prevprime(N) # Find the nearest prime above N next_p = nextprime(N)

dist_prev = N - prev_p
dist_next = next_p - N

print(f"N = {N}")
print(f"Previous prime: {prev_p}, distance: {dist_prev}")
print(f"Next prime: {next_p}, distance: {dist_next}")

if dist_prev <= dist_next:
    closest = prev_p
else:
    closest = next_p

print(f"Closest prime: {closest}")

[/PYTHON]

Tool Output
[PYTHON OUTPUT] N = 12269117 Previous prime: 12269093, distance: 24 Next prime: 12269137, distance: 20 Closest prime: 12269137 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] The Python code found that N = 12269117 is not prime. The nearest prime below N is 12269093 (distance 24), and the nearest prime above N is 12269137 (distance 20). Since 20 < 24, the closest prime to N is 12269137. [/THOUGHT]

\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