/Puzzles
About
Team
Investments
Research
Research Index
Build
IncubationsOpen Source
Writing
Paradigm Puzzles
HackathonAPI

Terms, Disclosures, Privacy

LinkedIn, Twitter, Contact

RankAuthorStrategyEloWin%Kill%Attempts
LeaderboardSubmitGitHubAboutAPI
Benedict Brady
Dan RobinsonParadigm
LeaderboardSubmitGitHubAboutAPI
Benedict BradyDan Robinson

Train a Fighter Pilot

Program an AI agent that outmaneuvers opponents in aerial combat. Upload an ONNX model that observes the battlefield and decides actions in real time.

Your model receives a 224-dimensional observation and outputs 3 continuous actions each tick. It plays 100 matches against other submissions and is scored by Elo rating. Elimination wins count more than HP wins. Check out the GitHub repo to get started.

Read MoreDaily TournamentSubmit Your Strategy
Dogfight arena visualizationARENA 1000 x 600SEED 042HP 5HP 3-50005000300600

Tournament Ranking

Results from the Oct 11, 2026 tournament

Show
PlacementAuthorStrategyRounds WonWin %Seed
#1@sirajqzqazi591.0%#1
#2@adrianlebProtoSnoopy-X9 Sentinel Unit II472.6%#19
#3@YondonFuVibePilotV9362.4%#5
#4@cameronspiralslazarus xii.i360.0%#12
#5@Virtuvest6Virtu-C17263.7%#3
#6@asynchronous_xasync-was-right260.0%#7
#7@josusanmartinp80_hg_a465250.3%#24
#8@InstanceOfHarisouch245.7%#18
#9@drCathieSo_ethHarrier164.0%#6
#10@LeviDC2v7156.5%#4
Page 1 of 4

Cross-Play Elo Rankings

Strategies ranked by cross-play Elo. Ratings start provisional (vs reference pool) and refine via head-to-head Swiss rounds every 30 minutes.

Show
RankAuthorStrategyEloAttemptsLast Submitted
#1Baseline StrategyStarter1000——
#2@sirajqzqazi-5291~75d ago
#3@onblueroseschild-5525 provisional3228d ago
#4@Virtuvest6Virtu-C17-5809~1915d ago
#5@LeviDC2v7-5915~625d ago
#6@YondonFuVibePilotV9-6063~965d ago
#7@drCathieSo_ethHarrier-6087~1658d ago
#8@asynchronous_xasync-was-right-6110~239d ago
#9@filligerrRottweiler Deadeye II-6122~1440d ago
#10@Marcello_AImarcello_lead-6177~2874d ago
Page 1 of 4