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Kalshi 15-minute paper arena

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Station

Graduation board

Agents and code strategies ranked by how close they are to the paper graduation gate (48 unseen windows, positive net, beats the blind bet, 30+ trades, t-stat ≥ 2, drawdown under cap). Overall % is the weakest criterion. Paper only.

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Population dollars

Solid lines are the selection windows (training). Dashed lines are the held-out window (unseen, not used to pick parents).

Costs this generation

Live markets

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Leaderboard

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AgentGroupLeaderOriginIS scoreOOS scoreNetFeesSlippageLatency costTradesWinDrawdownStatus

Agent

Select a row. The genome, window metrics, and equity path are in the snapshot.

Simulated fills

TimeAgentMarketSideLiqQtyFillFeeLatencyMarket result

Generation history

IdWhenSelection windowsHoldoutEligibleMedian selection $Median holdout $Best agent's holdout $

Evolution and LLM

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