CI Volatility Investments

CI Volatility Investments

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Know the Odds Before Buying a QQQ Lottery Put

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CI Volatility Investments
Nov 06, 2025
∙ Paid

If you’re going to treat buying QQQ puts as a 0DTE or 1DTE day lottery ticket, you should at least know how often the market gives you a winning number.

We analyzed over 3,000 trading days of QQQ data to answer a simple question:

How often does a given period include at least one “down day”?

A down day is defined as a daily drop from the previous close to that day’s intraday low.
Then, for each period length, we measured how often at least one such day appeared.

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