Infron · Motif 3 · 46문항 × 3회 · Python TAR. 131,072 output tokens · 기본 1,800초 · 6+1 turns. ACC는 전체 138회, Pass@1은 각 문항의 첫 유효 시도, Pass@3는 3회 내 정답으로 계산합니다.
Problem Statement
함수 와 양수 t에 대하여 점 ()에서 y축에 내린 수선의 발과 곡선 위의 점 에서의 접선이 y축과 만나는 점 사이의 거리가 t가 되도록 하는 s의 값을 라 하자. 의 값은?
① ② ③ ④ ⑤
최종 답은 선택지 번호 1~5 중 하나를 안에 쓰세요.
Ground Truth
5
Recorded model response / solution
Reasoning Process
Recorded Python call:
import sympy as sp
s=sp.symbols('s', positive=True)
h=s**3/(1+s)
# endpoints
a=sp.solve(sp.Eq(h, sp.Rational(1,2)), s)
b=sp.solve(sp.Eq(h, sp.Rational(27,4)), s)
print("roots 1/2:", a)
print("roots 27/4:", b)
I=sp.integrate(s*sp.diff(h,s), (s,1,3))
sp.simplify(I)
Tool Output
Execution succeeded
roots 1/2: [1]
roots 27/4: [3]
Reasoning Process
Recorded Python call:
import sympy as sp
s=sp.symbols('s')
h=s**3/(1+s)
I=sp.integrate(s*sp.diff(h,s), (s,1,3))
sp.simplify(I)
Tool Output
Execution succeeded
Reasoning Process
Recorded Python call:
import sympy as sp
s=sp.symbols('s')
h=s**3/(1+s)
I=sp.integrate(s*sp.diff(h,s), (s,1,3))
print(I)
print(sp.simplify(I))
print(float(I))
Tool Output
Execution succeeded
-log(2) + log(4) + 157/12
log(2) + 157/12
13.77648051389328
Final Model Output
Answer channel integration error
The provider returned reasoning data, but no scorable content field.
Comparative Analysis (Pcalculus_28) (Average across runs)
Averages use reported measurements only. Missing usage is not treated as zero.
Avg Time Taken
Motif 3
114.6
Union Alpha
91.1
Solar Pro 4
69.8
Grok 4.7
56.3
MiMo V2.6 Pro
32.3
Muse Spark 1.3
19.4
Solar Mini 4 Preview
14.8
DeepSeek V4.1 Flash
13.8
Avg Token Usage
Grok 4.7
17,431
Motif 3
16,209
Solar Mini 4 Preview
14,146
Muse Spark 1.3
7,383
DeepSeek V4.1 Flash
7,373
Union Alpha
7,217
Solar Pro 4
6,260
MiMo V2.6 Pro
4,916