Battleship: Stats

The following are the latest statistics from my HTML5 Battleship game, where you can play against a probabilistic algorithm (which I generously refer to as an A.I.). Most of these charts (except the very first one) ignore games played using the "play for me" option.

More Stats

Data Type
AI Mode

Game Length (in Moves) – All AI Modes






Game Length (in Moves) – Learning Mode






Game Length (in Moves) – Probability Mode






Game Length (in Moves) – Random Mode






Ship Placement – All AI Modes

Player Ships

AI Ships


The first board above is a heat map of player ships from every single game, regardless of any options chosen by the player. This is the data set used by the "Learning" AI Mode to better predict player ship locations. Players seem to favour putting their ships away from the center.

The other board is a heat map of all AI ship locations over all games. The AI places its ships randomly; the fact that this heat map closely resembles the one provided by the Probability Calculator for a blank board means this random ship placement is behaving as expected.

Ship Placement – Learning Mode

Player Ships When the AI Loses

The AI's Ships When it Loses


Player Ships When the AI Wins

The AI's Ships When it Wins

Ship Placement – Probability Mode

Player Ships When the AI Loses

The AI's Ships When it Loses


Player Ships When the AI Wins

The AI's Ships When it Wins

Ship Placement – Random Mode

Player Ships When the AI Loses

The AI's Ships When it Loses


Player Ships When the AI Wins

The AI's Ships When it Wins

Trivia – All AI Modes

Best AI Score: 18 moves (1 miss)

– Learning Mode

Best Player Score: 17 moves (0 misses)

– Learning Mode

Longest Game: 100 moves

– Random Mode; Player won with 83 misses

Last Five Games

Time Winner Moves AI mode
12 hrs ago
Player
53 Learn
13 hrs ago
Player
36 Learn
13 hrs ago
AI
46 Learn
15 hrs ago
Player
27 Learn
15 hrs ago
AI
40 Learn

Trivia – Learning Mode

Best AI Score: 18 moves (1 miss)

Best Player Score: 17 moves (0 misses)

Longest Game: 67 moves

– Player won with 50 misses

Last Five Games

Time Winner Moves
12 hrs ago
Player
53
13 hrs ago
Player
36
13 hrs ago
AI
46
15 hrs ago
Player
27
15 hrs ago
AI
40

Trivia – Probability Mode

Best AI Score: 18 moves (1 miss)

Best Player Score: 20 moves (3 misses)

Longest Game: 64 moves

– Player won with 47 misses

Last Five Games

Time Winner Moves
1 week ago
AI
41
1 week ago
AI
30
1 week ago
Player
41
1 week ago
Player
49
1 week ago
Player
57

Trivia – Random Mode

Best AI Score: 67 moves (50 misses)

Best Player Score: 26 moves (9 misses)

Longest Game: 100 moves

– Player won with 83 misses

Last Five Games

Time Winner Moves
2 weeks ago
Player
52
3 weeks ago
Player
36
1 month ago
Player
95
1 month ago
Player
91
1 month ago
Player
60

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