Problem Analysis #1

Qwen3-30B-A3B-2507 · Run 1

4.78s
1,026 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=12269117N = 12269117, we need to check numbers just above and below NN for primality, starting from NN and moving outward. Since NN itself may not be prime, we'll test N1,N+1,N2,N+2N-1, N+1, N-2, N+2, etc., until we find a prime.

We'll use a primality test (e.g., Miller-Rabin or trial division with optimization) to check for primes. Given that NN is large (~12 million), we need an efficient method. We can use Python’s sympy.isprime function, which is efficient for numbers of this size.

We'll check both directions from NN, and return the closest prime (smallest absolute difference). If two primes are equally close, we return the smaller one.

[PYTHON] from sympy import isprime

N = 12269117

Search outward from N

diff = 0 while True: # Check N - diff and N + diff if diff == 0: if isprime(N): result = N break else: if isprime(N - diff): result = N - diff break if isprime(N + diff): result = N + diff break diff += 1

result [/PYTHON]

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

[THOUGHT]
The prime number closest to N=12269117N = 12269117 is 1226913712269137, as determined by the Python execution. This is the first prime encountered when searching outward from NN, and it is 20 units above NN. Since no prime exists between NN and 1226913712269137, and NN itself is not prime, this is the closest prime.

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
EXAONE-4.0.1-32B (high)
2.0

Avg Token Usage

Kanana-2-30B-Thinking
14,861
Llama-VARCO-8B-Instruct
11,080
Solar-Open-100B
9,880
Kanana-2-30B-Thinking-2601
9,366
Deepseek-V3.2
5,349
Solar-Pro-2 (31B)(high)
5,138
Deepseek-R1-distill-Qwen-32B (high)
4,200
Grok-4.1-fast
3,671
HCX-007(high)
3,434
Gemini-3-Pro-Preview
2,963
GPT-oss-20B (high)
2,819
Claude-Opus-4.5
2,506
EXAONE-4.0.1-32B (high)
2,429
K-EXAONE-236B-A23B
2,393
GPT-5.1 (high)
2,239
A.X-4.0 (72B)
2,217
Gemma-3-27B
2,111
Qwen3-30B-A3B-2507
1,046