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5 results for "probability"

Hands using a calculator beside a notebook
FeaturedRisk Management
2026-03-115 min read

Risk of Ruin in Futures Trading: How to Estimate It and Size Positions

Risk of ruin is the chance an account hits a loss limit before a target. This guide shows the simple even-money formula with hypothetical numbers, the losing streak and drawdown arithmetic, where Kelly sizing goes wrong, and why variable risk or prop drawdown rules need simulation.

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Open notebook and pen on a wooden desk
Strategy
2026-02-114 min read

Building Confluence for ES and NQ Setups Without Fooling Yourself

Stacking five indicators that all read the same price data gives you one piece of evidence counted five times. This guide shows how to separate genuinely different evidence sources, build a pre-trade checklist, and size entries by evidence quality, with a worked ES example and honest limits.

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Hands using a calculator beside a notebook
Strategy
2025-10-245 min read

Position Sizing Math and Risk of Ruin for Futures Traders

Risk of ruin is the probability that a losing sequence takes your account to a stop-trading level. This article shows the simple formula and exactly where it breaks, works hypothetical examples in ES and MES dollars, and explains why variable risk and drawdown rules need a simulation.

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Calculator, notebook and pencil on a work desk
Technology
November 10, 20254 min read

What AI Models Can and Can't Do for Day Trading

AI in trading is mostly a marketing word. Here's what a day-type classification model can reasonably do, how to check whether a stated probability means anything, and why model context is separate from Key Price Levels.

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Technology
2026-08-113 min read

Prediction Markets and Futures Trading: What Kalshi Prices Can and Can't Tell You

Event contract prices on platforms like Kalshi give a market-priced probability for things like Fed decisions and data releases. Here is how to read the price, what spreads and fees do to it, and how it can inform exposure around an event.

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