Prediction Game
Outguess
Try to be unpredictable. A tiny AI predicts your next key press by learning patterns in this session.
Leaderboard and large tally show blind trials only. Models learn from the whole session; these are separate score slices, not independent experiments.
Arena
Each tap is one trial. Predictors guess the next tap before it happens.
tap or press a key. try to be unpredictable.
Leaderboard
Rolling 50-trial accuracy. Bits = bits saved per trial vs random.
Coin flip baseline.
Bets on the most-common symbol so far.
Looks at your last symbol to guess the next.
Looks at your last 5 symbols.
Prediction by Partial Matching, max order 8 with escape blending.
Entropy
Conditional bigram entropy of your input. The lower it goes, the more patterned you are.
Why?
Internal state of the leading predictor (-).
Play 20 trials in this scoring mode to inspect its leading predictor.
Why this works. Markov and PPM predictors can learn repeated key-tapping patterns. This demo does not claim a population-wide accuracy. Hide the AI guess to play a fair test of your own randomness, and watch the lifetime tally to see how the leading model is doing across the whole session.