Problem Analysis #1

21.93s
3,123 toks
Problem Statement

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

Ground Truth
12269137
Execution Trace
Reasoning Process
import sympy

def nearest_prime(N):
    # Check if N itself is prime
    if sympy.isprime(N):
        return N
    
    k = 1
    while True:
        # Check N - k and N + k
        left_candidate = N - k
        right_candidate = N + k
        
        left_is_prime = sympy.isprime(left_candidate)
        right_is_prime = sympy.isprime(right_candidate)
        
        if left_is_prime and right_is_prime:
            # Both primes; choose the nearer one (or smaller if equal distance?)
            distances = abs(k), abs(k)
            min_distance_index = distances.index(min(distances))
            return left_candidate if min_distance_index == 0 else right_candidate
        elif left_is_prime:
            return left_candidate
        elif right_is_prime:
            return right_candidate
        
        k += 1

# Given value
N = 12269117  
result = nearest_prime(N)  
print(result)

Tool Output
[PYTHON OUTPUT] 12269137 None [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] The previous code correctly found that the prime number closest to ( N = 12,!269,!117 ) is ( 12,!269,!137 ). This was determined by iteratively checking numbers above and below ( N ) until finding primes on either side and selecting the closer one. As confirmed, ( 12,!269,!137 ) is the closest prime neighbor to ( N ).

[/THOUGHT]

(\boxed{12269137})[THOUGHT] The previous code correctly found that the prime number closest to ( N = 12,!269,!117 ) is ( 12,!269,!137 ). This was determined by iteratively checking numbers above and below ( N ) until finding primes on either side and selecting the closer one. As confirmed, ( 12,!269,!137 ) is the closest prime neighbor to ( 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