STEP 1 · ENTER BOARD
Your current 4×4 board
Use 0 for an empty cell. Valid tiles are powers of two from 2 to 131072.
2048 POSITION LAB · NO SIGN-UP
Enter the tiles you see. The coach simulates every legal direction, previews the board before a random tile appears, and explains the strongest next move.
The next tile appears randomly, so the result is a transparent heuristic—not a guaranteed perfect move. Your tile values stay in this browser and are never included in analytics.
STEP 1 · ENTER BOARD
Use 0 for an empty cell. Valid tiles are powers of two from 2 to 131072.
Load a sample or enter your board, then compare every legal direction.
STEP 2 · COMPARE MOVES
TRANSPARENT SCORING
More space usually gives future tiles and merges room to move.
Immediate points and remaining adjacent pairs reward useful consolidation.
Keeping the largest tile in a corner supports a stable edge chain.
Smooth, monotonic rows and columns are easier to combine than scattered peaks.
For lookahead, the coach tries a 2 or 4 in every empty cell using the usual 90%/10% weighting, then evaluates the best legal reply. It does not search the full game tree.
Movement rules follow the original open-source 2048 implementation ↗. The evaluation heuristic is explained above and is independent of that project.