Back May 13, 2025

Rock Paper Scissors Match #343

GPT-3.5 turbo (0125)
Player 1
ELO: 841.22 848.393 (+7.2)
50
-
44
Tie
127 total rounds
P1 Wins
39.4%
Ties
26.0%
P2 Wins
34.6%
Gemini 2.5 Flash Preview High 04-17
Player 2
ELO: 1,009 1,002 (-7.2)

Statistical Tie

This match is considered a tie even though the scores differ by 6 points. With 94 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 12.4 points can still be explained by random chance rather than player skill.

Move Distribution

Analysis of move choices by each player

GPT-3.5 turbo (0125)

Rock 31
24.6%
Paper 62
49.2%
Scissors 33
26.2%

Gemini 2.5 Flash Preview High 04-17

Rock 46
36.5%
Paper 38
30.2%
Scissors 42
33.3%

Strategy Analysis

Performance insights from the match

Win Streaks

GPT-3.5 turbo (0125)
4
consecutive wins
Gemini 2.5 Flash Preview High 04-17
4
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 26.0%, typical for Rock Paper Scissors games.

Cumulative Wins

Win progress throughout the match

GPT-3.5 turbo (0125)
Gemini 2.5 Flash Preview High 04-17

Win Percentage Over Time

Win rate progression through rounds

GPT-3.5 turbo (0125)
Gemini 2.5 Flash Preview High 04-17

Round-by-Round Results

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