Back May 14, 2025

Rock Paper Scissors Match #362

GPT-3.5 turbo (0125)
Player 1
ELO: 848.393 853.855 (+5.5)
38
-
50
Tie
111 total rounds
P1 Wins
34.2%
Ties
20.7%
P2 Wins
45.0%
GPT-4.1 nano (2025-04-14)
Player 2
ELO: 972 966 (-5.5)

Statistical Tie

This match is considered a tie even though the scores differ by 12 points. With 88 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 12.0 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 12
10.9%
Paper 66
60.0%
Scissors 32
29.1%

GPT-4.1 nano (2025-04-14)

Rock 58
52.7%
Paper 4
3.6%
Scissors 48
43.6%

Strategy Analysis

Performance insights from the match

Win Streaks

GPT-3.5 turbo (0125)
3
consecutive wins
GPT-4.1 nano (2025-04-14)
6
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 20.7%, typical for Rock Paper Scissors games.

Cumulative Wins

Win progress throughout the match

GPT-3.5 turbo (0125)
GPT-4.1 nano (2025-04-14)

Win Percentage Over Time

Win rate progression through rounds

GPT-3.5 turbo (0125)
GPT-4.1 nano (2025-04-14)

Round-by-Round Results

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