This is 2048 Cupcakes: the classic 4×4 slide-and-merge puzzle where every power of two is an original cupcake. Same rules, same AI solver — sweeter tiles.
The AI solver
Reaches 2048 in 92.8% of games
4096 in 64% · 8192 in 10.8% · about 2 ms per move (250 self-play games)
See the benchmarkThirteen original cupcakes, from a humble Vanilla Sprinkle to the Golden Crown. All artwork is our own.
The fastest way to 2048 is the corner-snake method. Choose one corner — most players use the bottom-right — and never let your biggest tile leave it.
Used consistently, this is the most reliable route to the 2048 tile. Read the full strategy guide or the corner-snake strategy explained.
Tap AI Hint and the online solver scores every legal move with expectimax search — it looks several moves ahead, averaging over the random tile spawns — guided by a heuristic that rewards empty space and a clean corner-snake ordering. It then names the strongest direction and why.
AI Auto-Play turns this into a 2048 auto solver: hand the whole board to the engine and watch this game solver solve 2048 automatically, move by move, right in your browser. Toggle auto play off any time to take over.
How well does the 2048 solver actually play? On the classic 4×4 board, we ran its exact search code headless for 250 self-play games (standard 90% “2” / 10% “4” spawns) and measured how far it gets:
Those figures apply here directly — 2048 Cupcakes runs on the standard 4×4 board with the same engine; only the art changes.
Curious how it works? Read how the AI solver works (and how it fares on bigger boards) — or find out the highest score possible in 2048.
Every power of two is a cupcake. The merge order runs Vanilla Sprinkle (2), Strawberry Swirl (4), Chocolate Chip (8), Mint Frost (16), Blueberry Burst (32), Lemon Zest (64), Red Velvet (128), Salted Caramel (256), Cookies & Cream (512) and Birthday Blast (1024) — merge two Birthday Blasts and you win with the Rainbow Royale (2048). All thirteen cupcakes, up through the Golden Crown (8192), are original artwork made for this page.
Yes — you can show or hide the numbers. Each cupcake carries a small number badge by default so you always know its value. Untick Show numbers under the board to play the classic picture-only way — the merge-order legend below is there whenever you need a reminder.
Yes — the AI hint and autoplay work on this classic 4x4 board with cupcake art, powered by the exact same expectimax solver. In our 250-game self-play test it reached the 2048 tile in 92.8% of runs, so expect strong hints, not perfection. Use the speed slider to control how fast autoplay moves, or toggle it off anytime to take back manual control.
Keep going: two Rainbow Royales bake into the Galaxy Glaze (4096), and two of those make the Golden Crown (8192) — a tier our own solver reaches in roughly 1 game in 9 (10.8% in a 250-game test). Beyond that the tiles switch to a plain golden style. Keep Going still lets you push those plain tiles as far as the solver, or you, can take them.
Try AI Tic Tac Toe, AI Sudoku, Color Lines, Brain Puzzles, Memory Match, or the games hub.
Try the free Word Unscrambler and its word games — Wordle, Scramble and Anagram.
Cupcakes is the classic 4×4 board in disguise, so the scoring is identical — each merge adds the new tile's value. Here is the median score our AI is sitting on the moment each cupcake first appears, from our 250-game self-play run on the 4×4 board:
| Cupcake (tile) | Score at that point | How often the AI gets there |
|---|---|---|
| Cookies & Cream (512) | ~4,100 | Nearly every game |
| Birthday Blast (1,024) | ~9,100 | Most games |
| Rainbow Royale (2,048) | ~20,300 | About 7 in 10 games — a win |
| Galaxy Glaze (4,096) | ~44,500 | About 3 in 10 games |
| Golden Crown (8,192) | ~97,000 | Never, in our testing |
Median cumulative score when each tile first appears, with reach rates, across our 250-game self-play benchmark of the LK Forge solver on the 4×4 board (Cupcakes shares that board). For the full breakdown, see the 2048 score ladder.
Score ladders for other boards: Highest score (4×4) · How to beat · 5×5 · 6×6 · 8×8
AI 2048