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. I'll write a function to check primality and then search upward and downward from N until I find the nearest prime. Since N is large, I'll use an efficient primality test (e.g., Miller-Rabin deterministic for 64-bit integers). I'll also handle the case where N itself is prime. I'll search in both directions and stop when I find the first prime in either direction. I'll then compare the distances to determine which is closer. If both are equally distant (rare), I need to choose the smaller prime? The problem says "closest" – if tie, choose smaller? Usually choose smaller. I'll implement accordingly.

I'll use sympy's isprime function for reliability.

Plan:

  1. Define N = 12269117.
  2. Check if N is prime.
  3. If yes, answer is N.
  4. Else, search upward: n+1, n+2, ... until prime.
  5. Search downward: n-1, n-2, ... until prime.
  6. Compute distances and compare.

Let's code. [/THOUGHT] [PYTHON] import sympy

N = 12269117

def is_prime(n): return sympy.isprime(n)

Check N

if is_prime(N): print("N is prime") print(N) else: # search upward up = N + 1 while not is_prime(up): up += 1 # search downward down = N - 1 while not is_prime(down): down -= 1 # compare distances dist_up = up - N dist_down = N - down if dist_up < dist_down: print(up) elif dist_down < dist_up: print(down) else: # tie, choose smaller prime print(min(up, down)) [/PYTHON]

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

[THOUGHT] The Python output indicates that the closest prime to 12269117 is 12269137. Therefore, the final answer is 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