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)

– Probability 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
AI
51 Learn
5 hrs ago
Player
42 Learn
6 hrs ago
Player
35 Learn
6 hrs ago
AI
49 Learn
6 hrs ago
AI
36 Learn

Trivia – Learning Mode

Best AI Score: 18 moves (1 miss)

Best Player Score: 17 moves (0 misses)

Longest Game: 66 moves

– AI won with 49 misses

Last Five Games

Time Winner Moves
5 hrs ago
AI
51
5 hrs ago
Player
42
6 hrs ago
Player
35
6 hrs ago
AI
49
6 hrs ago
AI
36

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
9 hrs ago
Player
31
3 days ago
AI
35
3 days ago
AI
45
3 days ago
Player
46
3 days ago
AI
43

Trivia – Random Mode

Best AI Score: 75 moves (58 misses)

Best Player Score: 30 moves (13 misses)

Longest Game: 99 moves

– AI won with 82 misses

Last Five Games

Time Winner Moves
yesterday
Player
55
yesterday
Player
52
4 days ago
Player
50
4 days ago
Player
67
4 days ago
Player
48

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