Problem Statement
Let be a positive real number, and consider the hyperbola
whose foci are and . Let be the point where the tangent to this hyperbola at meets the -axis. Suppose that
Find the value of . [3 points]If , compute .\
Ground Truth
19
Execution Trace
Reasoning Process
import math
def main():
# Product of distances squared
pf_times_pf_prime = 8
# Calculated expression: (3/2) * a² = 8
ratio = 3/2
equation = ratio * a**2 == pf_times_pf_prime
sol_a_squared = 8 * 2 / 3
p = int(sol_a_squared * 3)
q = 3
return p + q, sol_a_squared
# Find solution numerically
result_sum_pq, a_sq_val = main()
print(f"a² = {sol_a_squared}, Sum p + q={result_sum_pq}")
main()
Tool Output
[PYTHON OUTPUT]
NameError: name 'sol_a_squared' is not defined
[/PYTHON OUTPUT]
Reasoning Process
[THOUGHT] After correct mathematical analysis, the key equation simplifies to , yielding . Here, and , hence . [/THOUGHT]
[THOUGHT] After correct mathematical analysis, the key equation simplifies to , yielding . Here, and , hence . [/THOUGHT]
Final Model Output
19
Comparative Analysis (P45) (Average across runs)
Avg Time Taken
Llama-VARCO-8B-Instruct
225.6
Gemini-3-Pro-Preview
217.5
Deepseek-V3.2
169.7
K-EXAONE-236B-A23B
148.6
Kanana-2-30B-Thinking
56.6
Grok-4.1-fast
42.5
Kanana-2-30B-Thinking-2601
35.5
HCX-007(high)
32.9
GPT-5.1 (high)
30.4
Solar-Pro-2 (31B)(high)
25.5
Claude-Opus-4.5
22.6
A.X-4.0 (72B)
21.5
Solar-Open-100B
21.4
K-EXAONE-236B-A23B
14.6
GPT-5.2 (high)
13.7
EXAONE-4.0.1-32B (high)
6.1
Avg Token Usage
K-EXAONE-236B-A23B
17,717
Llama-VARCO-8B-Instruct
10,782
Kanana-2-30B-Thinking
9,932
Kanana-2-30B-Thinking-2601
9,385
Gemini-3-Pro-Preview
6,532
Grok-4.1-fast
6,515
Solar-Open-100B
5,934
Claude-Opus-4.5
5,923
Solar-Pro-2 (31B)(high)
5,755
Deepseek-V3.2
5,330
GPT-5.1 (high)
4,171
HCX-007(high)
4,137
EXAONE-4.0.1-32B (high)
4,027
K-EXAONE-236B-A23B
3,768
GPT-5.2 (high)
3,460
A.X-4.0 (72B)
2,112