Problem Analysis #6

DeepSeek V4 Pro · Run 1

Correct
234.74s
13,373 toks

API · no tools. This is the prompt and response recorded for this attempt; a full solution may not have been returned.

Problem Statement

Return a single integer only. The problem has been revised so that no final answer is an irrational number, a parameterized expression, a range, a proof, a drawing, a graph, a locus equation, or a region description.

A point starts at (2,1)(2,1). Each second, it is reflected with equal probability in one of the following four lines or points: the origin, the xx-axis, the line y=xy=x, or the line y=xy=-x. If the probability that the point is back at (2,1)(2,1) after 33 seconds is p/qp/q in lowest terms, find p+qp+q.

Ground Truth
35
Recorded model response / solution
Reasoning Process

The point starts at (2,1)(2,1) and undergoes a sequence of three reflections chosen uniformly from the four transformations: reflection in the origin (O:(x,y)(x,y)O: (x,y) \to (-x,-y)), reflection in the xx-axis (X:(x,y)(x,y)X: (x,y) \to (x,-y)), reflection in y=xy=x (D:(x,y)(y,x)D: (x,y) \to (y,x)), and reflection in y=xy=-x (A:(x,y)(y,x)A: (x,y) \to (-y,-x)). The overall transformation is the composition T3T2T1T_3 \circ T_2 \circ T_1. For the point to return to (2,1)(2,1), this composition must be the identity, since (2,1)(2,1) is not fixed by any other element of the dihedral group generated by these reflections. Because each transformation is its own inverse, T3T2T1=IT_3 \circ T_2 \circ T_1 = I is equivalent to T3T2=T1T_3 \circ T_2 = T_1. Evaluating the 16 possible products T3T2T_3 \circ T_2, exactly 6 yield an element in the set {O,D,A}\{O,D,A\} (the subgroup isomorphic to V4V_4):

(D,O)=A,  (A,O)=D,  (O,D)=A,  (A,D)=O,  (O,A)=D,  (D,A)=O.(D,O)=A,\; (A,O)=D,\; (O,D)=A,\; (A,D)=O,\; (O,A)=D,\; (D,A)=O.

For each such pair, T1T_1 is forced to be the product, giving 6 valid sequences out of 43=644^3 = 64 total sequences. The probability is 6/64=3/326/64 = 3/32, so p=3p=3, q=32q=32, and p+q=35p+q=35.

\boxed{35}

Final Model Output
35

Comparative Analysis (P6) (Average across runs)

Averages use reported measurements only. Missing usage is not treated as zero.

Avg Time Taken

DeepSeek V4 Pro
186.0
K-EXAONE-236B-A23B
154.3
Solar Pro 3
89.0
Claude Opus 4.8
33.4
GPT-5.5
32.8
Gemini 3.5 Flash
30.3
KT Mi:dm 2.0 Base Instruct
2.5

Avg Token Usage

K-EXAONE-236B-A23B
20384.3
Solar Pro 3
13612.0
DeepSeek V4 Pro
11050.7
Gemini 3.5 Flash
8175.3
Claude Opus 4.8
3441.0
KT Mi:dm 2.0 Base Instruct
1581.3
GPT-5.5
1511.0
    Tokyo · Problem 6 · DeepSeek V4 Pro | EntropyMath