Problem Statement
Let be a positive real number, and consider the hyperbolawhose foci are and . Let be the point where the tangent to this hyperbola at meets the -axis. Suppose thatFind the value of . [3 points]If , compute .\
Ground Truth
19
Execution Trace
Reasoning Process
[PYTHON] from sympy import symbols, sqrt, solve, Abs, simplify
def solve_hyperbola(): a = symbols('a', positive=True)
# Hyperbola: x^2/a^2 - y^2/a^2 = -1 => y^2/a^2 - x^2/a^2 = 1
# This is a vertical hyperbola.
# c^2 = a^2 + a^2 = 2a^2 => c = a*sqrt(2)
c = a * sqrt(2)
F = (0, c)
F_prime = (0, -c)
# Point of tangency T = (a, sqrt(2)*a)
x0 = a
y0 = sqrt(2) * a
# Tangent equation for y^2/a^2 - x^2/a^2 = 1 at (x0, y0) is y*y0/a^2 - x*x0/a^2 = 1
# y * (sqrt(2)a) / a^2 - x * a / a^2 = 1
# sqrt(2)*y/a - x/a = 1
# sqrt(2)*y - x = a
# Find P (intersection with y-axis, so x=0)
# sqrt(2)*y_P - 0 = a => y_P = a/sqrt(2)
y_P = a / sqrt(2)
P = (0, y_P)
# Calculate distances PF and PF'
# Since P, F, F' are on y-axis, distance is absolute difference of y-coordinates
dist_PF = Abs(y_P - c)
dist_PF_prime = Abs(y_P - (-c))
# Condition: PF * PF' = 8
equation = dist_PF * dist_PF_prime - 8
# Solve for a
solutions = solve(equation, a)
print(f"Solutions for a: {solutions}")
# We need a^2
vals = []
for sol in solutions:
val_sq = sol**2
print(f"a={sol}, a^2={val_sq}")
vals.append(val_sq)
return vals
results = solve_hyperbola() print(results) [/PYTHON]
Tool Output
[PYTHON OUTPUT]
Solutions for a: [4*sqrt(3)/3]
a=4*sqrt(3)/3, a^2=16/3
[16/3]
[/PYTHON OUTPUT]
Reasoning Process
[THOUGHT] The problem asks for where . From the Python code, we found that the condition leads to the equation . Solving for , we get . Thus, and . These are coprime integers since . We need to compute . [/THOUGHT]
\boxed{19}
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
Grok-4.1-fast
42.5
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
EXAONE-4.0.1-32B (high)
6.1
Avg Token Usage
Llama-VARCO-8B-Instruct
10782.0
Gemini-3-Pro-Preview
6532.0
Grok-4.1-fast
6515.0
Claude-Opus-4.5
5923.0
Solar-Pro-2 (31B)(high)
5755.0
Deepseek-V3.2
5330.0
GPT-5.1 (high)
4171.0
HCX-007(high)
4137.0
EXAONE-4.0.1-32B (high)
4027.0
A.X-4.0 (72B)
2112.0