Problem Analysis #1

5.72s
2,188 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 ), I need to check numbers around ( N ) for primality. I will start by checking ( N ) itself, then incrementally move outward (both up and down) from ( N ) until I find a prime number. I will use the sympy library's isprime function to check for primality. [/THOUGHT] [PYTHON] from sympy import isprime

N = 12269117 delta = 0

while True: if isprime(N - delta): print(N - delta) break if isprime(N + delta) and delta != 0: print(N + delta) break delta += 1

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

[THOUGHT] The Python code output indicates that the prime number closest to ( N = 12269117 ) is ( 12269137 ). This is the first prime number found by checking the integers immediately above and below ( N ). [/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