Problem Analysis #23

33.72s
5,124 toks
Problem Statement

Consider the ellipsex2a2+y2b2=1(0<b<a),\frac{x^2}{a^2} + \frac{y^2}{b^2} = 1 \qquad (0 < b < a),and suppose that one focus of this ellipse coincides with the focus of the parabolay2=4px(p>0).y^2 = 4px \qquad (p > 0).Let the two intersection points of the parabola and the ellipse be denoted byP1\mathrm{P}_1 and P2\mathrm{P}_2.Let AA be the intersection point of the tangent line to the parabola at P1\mathrm{P}_1and the tangent line to the parabola at P2\mathrm{P}_2.Given that the angle P1AP2=60\angle \mathrm{P}_1 A \mathrm{P}_2 = 60^\circ, and that for any real number tt,t\lfloor t \rfloor denotes the greatest integer not exceeding tt, determine the value ofa3p3.\left\lfloor \frac{a^3}{p^3} \right\rfloor .oindent

Ground Truth
100
Execution Trace
Reasoning Process

[THOUGHT] Derive intersection coordinates using the 60° condition, then use the ellipse/parabola intersection and shared-focus condition (p^2=a^2-b^2) to solve for the ratio a/p, and finally compute floor((a/p)^3) exactly with SymPy. [/THOUGHT] [PYTHON] import sympy as sp

sqrt7 = sp.sqrt(7) r = (1 + 2*sqrt7)/6 # r = a^2/b^2 s = sp.simplify(r/(r-1)) # (a/p)^2 expr = sp.simplify(s**sp.Rational(3,2)) # (a/p)^3 s_simplified = sp.nsimplify(s) expr_n = sp.N(expr, 50) print("r =", r) print("s = (a/p)^2 =", sp.simplify(s)) print("numeric s =", sp.N(s, 50)) print("(a/p)^3 =", expr) print("numeric (a/p)^3 =", expr_n) print("floor =", int(sp.floor(expr)))

also show exact rationalized form

print("s rationalized =", sp.simplify(sp.together(s))) print("s rationalized2 =", sp.simplify((1+2sqrt7)/(2sqrt7-5))) print("expr simplified radical =", sp.simplify(expr.rewrite(sp.sqrt))) print("expr minimal polynomial? degree:", sp.minpoly(expr).degree()) print("minpoly:", sp.minpoly(expr)) print("expr as root:", sp.nsimplify(expr, [sp.sqrt(7)]))

confirm inequality around integer boundary

val = sp.N(expr, 80) print("val-101 =", val-101) print("val-102 =", val-102) [/PYTHON][THOUGHT] Derive intersection coordinates using the 60° condition, then use the ellipse/parabola intersection and shared-focus condition (p^2=a^2-b^2) to solve for the ratio a/p, and finally compute floor((a/p)^3) exactly with SymPy. [/THOUGHT] [PYTHON] import sympy as sp

sqrt7 = sp.sqrt(7) r = (1 + 2*sqrt7)/6 # r = a^2/b^2 s = sp.simplify(r/(r-1)) # (a/p)^2 expr = sp.simplify(s**sp.Rational(3,2)) # (a/p)^3

print("r =", r) print("s = (a/p)^2 =", s) print("numeric s =", sp.N(s, 50)) print("(a/p)^3 =", expr) print("numeric (a/p)^3 =", sp.N(expr, 80)) print("floor =", sp.floor(expr)) print("val-101 =", sp.N(expr-101, 80)) print("val-102 =", sp.N(expr-102, 80)) [/PYTHON]

Tool Output
[PYTHON OUTPUT] AttributeError: 'Add' object has no attribute 'degree' [/PYTHON OUTPUT] [PYTHON OUTPUT] r = 1/6 + sqrt(7)/3 s = (a/p)^2 = 4*sqrt(7) + 11 numeric s = 21.583005244258362362006463014557041702841036732330 (a/p)^3 = (4*sqrt(7) + 11)**(3/2) numeric (a/p)^3 = 100.26927491022722121953069931914594808849492447856655342699835472482030764137539 floor = 100 val-101 = -0.73072508977277878046930068085405191150507552143344657300164527517969235862461107 val-102 = -1.7307250897727787804693006808540519115050755214334465730016452751796923586246111 [/PYTHON OUTPUT]
Reasoning Process

[THOUGHT] From the verified computation, ((a/p)^3=(4\sqrt7+11)^{3/2}\approx 100.26927), so (\left\lfloor a^3/p^3\right\rfloor=100). \boxed{100}

Final Model Output
100

Comparative Analysis (P23) (Average across runs)

Avg Time Taken

K-EXAONE-236B-A23B
1662.1
Kanana-2-30B-Thinking-2601
181.9
Llama-VARCO-8B-Instruct
139.5
Kanana-2-30B-Thinking
121.8
A.X-4.0 (72B)
92.0
Gemini-3-Pro-Preview
88.2
Deepseek-V3.2
69.9
Solar-Pro-2 (31B)(high)
69.5
K-EXAONE-236B-A23B
54.4
Grok-4.1-fast
51.6
GPT-5.1 (high)
50.4
GPT-5.2 (high)
33.7
Solar-Open-100B
26.0
Claude-Opus-4.5
24.1
HCX-007(high)
23.8
axk1
10.8
EXAONE-4.0.1-32B (high)
9.3

Avg Token Usage

K-EXAONE-236B-A23B
172405.7
Kanana-2-30B-Thinking-2601
34109.5
Kanana-2-30B-Thinking
19167.0
Gemini-3-Pro-Preview
14819.0
Solar-Pro-2 (31B)(high)
11576.0
Deepseek-V3.2
11518.0
Grok-4.1-fast
10780.0
Claude-Opus-4.5
6166.0
Solar-Open-100B
6006.0
K-EXAONE-236B-A23B
5885.0
EXAONE-4.0.1-32B (high)
5468.0
GPT-5.1 (high)
5435.0
GPT-5.2 (high)
5124.0
Llama-VARCO-8B-Instruct
3993.0
HCX-007(high)
3875.0
axk1
3484.0
A.X-4.0 (72B)
2719.0