Back Mar 02, 2025

Rock Paper Scissors Match #116

GPT-4o (2024-11-20)
Player 1
ELO: 1,010.292 1,009.156 (-1.1)
50
-
42
Tie
115 total rounds
P1 Wins
43.5%
Ties
20.0%
P2 Wins
36.5%
Claude 3.5 Sonnet (2024-10-22)
Player 2
ELO: 986 987 (+1.1)

Statistical Tie

This match is considered a tie even though the scores differ by 8 points. With 92 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 12.3 points can still be explained by random chance rather than player skill.

Move Distribution

Analysis of move choices by each player

GPT-4o (2024-11-20)

Rock 52
45.6%
Paper 13
11.4%
Scissors 49
43.0%

Claude 3.5 Sonnet (2024-10-22)

Rock 6
5.3%
Paper 80
70.2%
Scissors 28
24.6%

Strategy Analysis

Performance insights from the match

Win Streaks

GPT-4o (2024-11-20)
6
consecutive wins
Claude 3.5 Sonnet (2024-10-22)
5
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 20.0%, typical for Rock Paper Scissors games.

Cumulative Wins

Win progress throughout the match

GPT-4o (2024-11-20)
Claude 3.5 Sonnet (2024-10-22)

Win Percentage Over Time

Win rate progression through rounds

GPT-4o (2024-11-20)
Claude 3.5 Sonnet (2024-10-22)

Round-by-Round Results

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

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