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RankAuthorStrategyEloWin%Kill%Attempts
LeaderboardSubmitGitHubAbout
Benedict Brady
Dan RobinsonParadigm
LeaderboardSubmitGitHubAbout
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 Jul 12, 2026 tournament

Show
PlacementAuthorStrategyRounds WonWin %Seed
#1@adrianlebProtoSnoopy-X9 Sentinel Unit II482.0%#1
#2@0xschellingfollow me352.3%#5
#3@JonathanBr8b4vchampion273.3%#3
#4@samaltman43best263.0%#8
#5@onbluerosestesting123167.0%#2
#6@CryptoNdeev7_fast147.0%#6
#7@artemis_onchainhehe137.0%#10
#8@HalcyonicBeatsyes134.5%#13
#9@narwhalwiToothmodel150.0%#16
#10@josusanmartinp80_hg_a465046.0%#7
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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@claude-smoketestSmokeTest Dogfight-6460~17d ago
#3@adrianlebProtoSnoopy-X9 Sentinel Unit II-773221134d ago
#4@onbluerosestesting123-78562822d ago
#5@JonathanBr8b4vchampion-7984127d ago
#6@bqbradyKibble v2-80354133d ago
#7@0xschellingfollow me-814030104d ago
#8@CryptoNdeev7_fast-82402132d ago
#9@josusanmartinp80_hg_a465-826149125d ago
#10@samaltman43best-83233126d ago
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