Problem Analysis #34

65.93s
12,441 toks
Problem Statement

Let A(a,b)A(a,b) be a point in the first quadrant on the curvey=log16(8x+2),y = \log_{16} (8x + 2),and let BB be a point in the first quadrant on the curvey=4x112.y = 4^{x-1} - \dfrac{1}{2}.The reflection of AA across the line y=xy = x lies on the line OBOB, where OO is the origin, and the midpoint of segment ABAB has coordinates(778,1338).\left(\dfrac{77}{8}, \dfrac{133}{8}\right).Ifa×b=pq,a \times b = \dfrac{p}{q},where pp and qq are coprime natural numbers, compute p+qp + q. [4 points]ewpage\

Ground Truth
457
Execution Trace
Reasoning Process

[THOUGHT] We need to solve for the product (a \times b) given the conditions. The reflection of point (A(a, b)) across (y = x) is ((b, a)), which lies on the line (OB). This implies (b = k \cdot c) and (a = k \cdot d) for some (k). The midpoint of (AB) is (\left(\frac{77}{8}, \frac{133}{8}\right)), so (a + c = \frac{77}{4}) and (b + d = \frac{133}{4}). Using (k = 0.5) (found by solving the equation from the curve conditions), we compute (a) and (b) as fractions and then find their product. The product is (\frac{441}{16}), so (p = 441) and (q = 16), and (p + q = 457). [/THOUGHT] [PYTHON] from fractions import Fraction

k = Fraction(1, 2) d = (77 * k - 133) / (4 * (kk - 1)) c = (133 * k - 77) / (4 * (kk - 1)) a = k * d b = k * c product = a * b p = product.numerator q = product.denominator total = p + q print(total) [/PYTHON] [THOUGHT] The result is 457. [/THOUGHT] \boxed{457}

Tool Output
[PYTHON OUTPUT] 457 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] The Python output provided is 457. According to the problem, this value represents ( p + q ), the sum of the numerator and denominator of ( \frac{p}{q} ) where ( p ) and ( q ) are coprime natural numbers. Since no further reaction or code execution is needed, I will present the final answer as requested. [/THOUGHT] \boxed{457}

Final Model Output
457

Comparative Analysis (P34) (Average across runs)

Avg Time Taken

EXAONE-4.0.1-32B (high)
2473.7
K-EXAONE-236B-A23B
873.9
Deepseek-V3.2
678.5
Gemini-3-Pro-Preview
660.7
Solar-Pro-2 (31B)(high)
249.7
Grok-4.1-fast
70.5
Kanana-2-30B-Thinking
65.9
Solar-Open-100B
64.0
A.X-4.0 (72B)
63.6
Kanana-2-30B-Thinking-2601
63.0
Llama-VARCO-8B-Instruct
53.0
K-EXAONE-236B-A23B
51.8
HCX-007(high)
33.0
Claude-Opus-4.5
31.5
GPT-5.1 (high)
29.2
GPT-5.2 (high)
28.8
axk1
16.4

Avg Token Usage

K-EXAONE-236B-A23B
86423.3
Deepseek-V3.2
64915.0
K-EXAONE-236B-A23B
37158.0
Solar-Pro-2 (31B)(high)
19169.0
Kanana-2-30B-Thinking-2601
14140.0
Grok-4.1-fast
12605.0
Kanana-2-30B-Thinking
12441.0
Solar-Open-100B
11522.0
A.X-4.0 (72B)
9942.0
Claude-Opus-4.5
9605.0
Gemini-3-Pro-Preview
9226.0
GPT-5.2 (high)
5068.0
GPT-5.1 (high)
4793.0
HCX-007(high)
4468.0
axk1
4187.0
Llama-VARCO-8B-Instruct
3846.0
EXAONE-4.0.1-32B (high)
2960.0