Fresh Observation Heat Momentum

Starter is $49/month with 30 deploys per week. Upgrade as you grow.

This Kalshi strategy trades the KXHIGHLAX series, checking every 60 seconds with a 100-contract limit and allowed prices from 0.08 to 0.94. It buys 5 YES contracts when the current LA temperature is above 71, the observation is under 900 seconds old, price sits between 0.25 and 0.5, and no position exists. It exits fully if the next-hour temperature exceeds 72 with price above 0.66, if under 45 minutes remain to expiry, or if unrealized loss drops below -2.

Kalshi·Jul 26 to Aug 20 UTC·Created 2mo ago

Net P&L

+$7

Return +6.9% on Risk Capital

Sharpe

0.07

Return Sharpe

Win rate

33.3%

61 trades

Max drawdown

-$17

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.