Kalshi variant 005 led the family with 2.90% ROI. The weakest completed variant

Starter is $19/month with 10 deploys per week. Upgrade as you grow.

It trades the KXHIGHNY market on Kalshi, checking weather and price every 45 seconds. When temperature is near the forecast high, wind is light, and price is low, it buys Yes; when temperature lags far below the forecast high and price is high, it buys No, each in 3-contract sizes. It exits all positions if unrealized profit hits $4, loss hits $5, or only 30 minutes remain until expiry.

Kalshi·May 21 to Jun 10·Created 1mo ago

Net P&L

-$3

Return -18.5% on risk capital

Sharpe

-0.14

Return Sharpe

Win rate

16.7%

36 trades

Max drawdown

-$7

Peak to trough

A few notes on these numbers

Methodology: Backtests replay supported historical market data, usually a 30-day Studio window, and evaluate strategy rules on the available cadence. Signals can fill no earlier than the next tradable step. Taker fills use top-of-book prices or available L2 depth, with Kalshi-style fees where modeled. Queue position, latency, and future liquidity are not fully modeled. Simulated P&L is net of modeled fees over the window.
Starting capital: Kalshi backtests use the strategy's configured max position as the risk-capital denominator. Return is computed from that configured capital, while total P&L is still shown in dollars.
Past performance: Backtested results are hypothetical. They are derived from historical data and do not reflect live execution risks like slippage beyond the orderbook, partial fills, API latency, or venue outages. Past performance does not guarantee future results.
Not financial advice: Nothing on this page is investment, legal, or tax advice. Prediction markets carry real risk of loss. Only trade with money you can afford to lose, and do your own research before deploying any strategy live.

← Strategies