Competitions
Practice, but make it a sport
Real datasets, automated scoring, live leaderboards. Competition is how practice stops being optional.
Automated scoring
Submit predictions; an isolated scoring pipeline evaluates them against hidden ground truth in minutes.
Two leaderboards
A public board scores a split of the test data while the competition runs; final ranks come from the private split at close.
Rules per competition
Submission limits per day, team policies and timelines are set per competition and enforced automatically.
Ground truth stays hidden
Answer keys never leave the scoring container — probing the test set gets you removed, not ranked.
Private org competitions
Teams and schools can run members-only competitions on their own datasets, scored on the same pipeline.
It feeds your streak
Submissions count as learning activity — XP, streaks and badges all move when you compete.
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