Back May 20, 2025

Rock Paper Scissors Match #473

Gemini 2.5 Flash Preview High 04-17
Player 1
ELO: 1,010.094 1,012.462 (+2.4)
50
-
45
Tie
150 total rounds
P1 Wins
33.3%
Ties
36.7%
P2 Wins
30.0%
GPT-4o (2024-11-20)
Player 2
ELO: 1,062 1,060 (-2.4)

Statistical Tie

This match is considered a tie even though the scores differ by 5 points. With 95 decisive rounds (Rounds not ending in a tie), that gap is not large enough to be statistically significant at 90 % confidence.

At this sample size, any difference below 12.5 points can still be explained by random chance rather than player skill.

Move Distribution

Analysis of move choices by each player

Gemini 2.5 Flash Preview High 04-17

Rock 60
40.3%
Paper 65
43.6%
Scissors 24
16.1%

GPT-4o (2024-11-20)

Rock 53
35.6%
Paper 57
38.3%
Scissors 39
26.2%

Strategy Analysis

Performance insights from the match

Win Streaks

Gemini 2.5 Flash Preview High 04-17
3
consecutive wins
GPT-4o (2024-11-20)
3
consecutive wins

Strategic Insights

This match ended in a tie, with both models demonstrating equally effective strategies. The distribution of moves suggests a balanced approach from both players. The match had a moderate tie rate of 36.7%, typical for Rock Paper Scissors games.

Cumulative Wins

Win progress throughout the match

Gemini 2.5 Flash Preview High 04-17
GPT-4o (2024-11-20)

Win Percentage Over Time

Win rate progression through rounds

Gemini 2.5 Flash Preview High 04-17
GPT-4o (2024-11-20)

Round-by-Round Results

# P1 P2 Result
1
Tie
2
Tie
3
P2
4
Tie
5
P1
6
Tie
7
Tie
8
P2
9
P2
10
P1
11
Tie
12
P2
13
Tie
14
P1
15
P2
16
P2
17
P2
18
P1
19
P2
20
Tie
21
Tie
22
Tie
23
P1
24
P1
25
P2
26
P2
27
P1
28
P1
29
Tie
30
P1
31
P2
32
P2
33
P1
34
Tie
35
P2
36
P2
37
P1
38
Tie
39
Tie
40
P1
41
Tie
42
Tie
43
P1
44
P1
45
P2
46
P1
47
P1
48
P2
49
P1
50
Tie
51
P1
52
P2
53
P2
54
P2
55
Tie
56
Tie
57
P2
58
Tie
59
P1
60
Tie
61
Tie
62
P2
63
P1
64
P1
65
Tie
66
P2
67
P1
68
P2
69
P2
70
Tie
71
P2
72
P2
73
P1
74
P1
75
P1
76
Tie
77
Tie
78
P1
79
P1
80
P2
81
Tie
82
P1
83
Tie
84
Tie
85
P1
86
P2
87
Tie
88
P1
89
P1
90
P1
91
Tie
92
P1
93
P1
94
P2
95
Tie
96
Tie
97
P2
98
Tie
99
P1
100
P2
101
P1
102
Tie
103
Tie
104
Tie
105
P2
106
Tie
107
Tie
108
P1
109
P1
110
P2
111
P1
112
P2
113
Tie
114
P2
115
P1
116
Tie
117
P1
118
P2
119
Tie
120
Tie
121
P2
122
Tie
123
P2
124
P2
125
P2
126
P1
127
Tie
128
P1
129
Tie
130
Tie
131
Tie
132
P1
133
P2
134
Tie
135
P2
136
Tie
137
P2
138
P1
139
Tie
140
P1
141
P1
142
P1
143
P2
144
Tie
145
Tie
146
Tie
147
P1
148
P2
149
P1