Simulation Results

Empirical data from thousands of simulated games on random board configurations: how the number of samples affects accuracy, speed, and the distribution of turns to sink all ships.

Turns-to-Win CDF

Cumulative probability of finishing a game in N turns or fewer. Curves shifting left mean the solver wins faster.

Mean & Median Turns

Diminishing returns kick in quickly with most accuracy gained in the first few hundred boards.

Boards / Turn Mean Median

Board Generation Speed

Isolated single-threaded board-generation time by backend and sample budget.

Game Replay

Watch the solver play. Left grid shows hits & misses, right grid shows the probability heatmap with a star on the next target.

Game 1 / ? · Turn 0
Hits & Misses
Probability Heatmap