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: 99 moves

– Random Mode; AI won with 82 misses

Last Five Games

Time Winner Moves AI mode
5 hrs ago
Player
38 Learn
6 hrs ago
AI
48 Learn
6 hrs ago
Player
53 Learn
6 hrs ago
AI
48 Learn
6 hrs ago
AI
50 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
5 hrs ago
Player
38
6 hrs ago
AI
48
6 hrs ago
Player
53
6 hrs ago
AI
48
6 hrs ago
AI
50

Trivia – Probability Mode

Best AI Score: 18 moves (1 miss)

Best Player Score: 25 moves (8 misses)

Longest Game: 62 moves

– AI won with 45 misses

Last Five Games

Time Winner Moves
4 days ago
AI
30
2 weeks ago
Player
50
2 weeks ago
AI
51
2 weeks ago
AI
44
2 weeks ago
AI
34

Trivia – Random Mode

Best AI Score: 75 moves (58 misses)

Best Player Score: 26 moves (9 misses)

Longest Game: 99 moves

– AI won with 82 misses

Last Five Games

Time Winner Moves
3 weeks ago
Player
49
3 weeks ago
Player
50
3 weeks ago
Player
90
3 weeks ago
Player
89
3 weeks ago
AI
98

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