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Historical vs Implied Volatility: Key Differences

Volatility is at the heart of options pricing, but there are two fundamentally different types that traders must understand. Historical volatility looks backward at what happened. Implied volatility looks forward at what the market expects. Knowing the difference can make or break your options trades.

What is Historical Volatility?

Historical volatility (HV), also called realized volatility or statistical volatility, measures how much a stock's price has actually moved over a past period. It is calculated from historical price data.

Simple definition: Historical volatility tells you how volatile a stock has been. If a stock moved 2% per day on average over the past month, that is its historical volatility.

How Historical Volatility is Calculated

The calculation involves several steps:

Example

A stock has daily returns of +1%, -0.5%, +2%, -1%, +0.5% over five days.

The standard deviation of these returns is about 1.12%.

Annualized: 1.12% x sqrt(252) = 17.8% historical volatility.

Common Historical Volatility Periods

What is Implied Volatility?

Implied volatility (IV) is the market's expectation of future volatility, derived from current option prices. It is not calculated from historical data but rather extracted from what traders are willing to pay for options.

Simple definition: Implied volatility tells you how volatile the market expects a stock to be. If options are expensive, IV is high because traders expect big moves.

How Implied Volatility is Calculated

IV is derived by working backward from option prices using an options pricing model (like Black-Scholes):

Key Differences at a Glance

AspectHistorical VolatilityImplied Volatility
Time OrientationLooks backwardLooks forward
Data SourceHistorical pricesCurrent option prices
CalculationStandard deviation formulaDerived from options pricing model
What it Tells YouWhat happenedWhat market expects
ChangesUpdates as new prices come inChanges with option supply/demand

Why the Difference Matters

The relationship between HV and IV creates trading opportunities:

When IV is Higher Than HV

Options are relatively expensive. The market expects more volatility than has recently occurred. This often happens:

Trading implication: Selling options may be advantageous because you collect high premium.

When IV is Lower Than HV

Options are relatively cheap. The market expects less volatility than has recently occurred. This might happen:

Trading implication: Buying options may be advantageous because they are cheap.

Trading Example

Stock XYZ has 30-day historical volatility of 25%. Implied volatility for 30-day options is 40%.

This means options are pricing in 60% more volatility than the stock has actually shown. If you believe the stock will continue trading calmly, selling options could be profitable as IV will likely compress toward HV.

Using HV and IV Together

Volatility Premium Analysis

The difference between IV and HV is called the volatility risk premium. Studies show that IV tends to overestimate future volatility on average. This is why option sellers can be profitable over time.

Comparing Different Periods

Charts and Visualization

Many platforms show IV and HV overlaid on charts. Look for:

Practical Trading Strategies

High IV, Low HV (Sell Premium)

Low IV, High HV (Buy Premium)

IV Equal to HV (Neutral)

Common Misconceptions

Misconception 1: IV Predicts Direction

IV tells you about expected magnitude, not direction. High IV does not mean the stock will go down. It means the market expects a big move, up or down.

Misconception 2: HV is Always Right

Just because a stock has been calm does not mean it will stay calm. News, earnings, or market events can suddenly increase volatility. HV looks backward; do not assume it predicts the future.

Misconception 3: High IV Means Options Are Overpriced

High IV reflects market expectations. If a company is about to announce earnings, high IV might be justified. IV can be high and still be "correct" if actual volatility turns out to match expectations.

Key insight: IV is not right or wrong until after expiration. Only then can you compare what was implied versus what actually happened (realized volatility).

Tools for Tracking HV and IV

Track Your Options Performance

Pro Trader Dashboard helps you analyze how volatility affected your trades and improve your results.

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Best Practices

Summary

Historical volatility measures past price movement, while implied volatility reflects market expectations of future movement. The relationship between the two creates opportunities: sell premium when IV exceeds HV, buy premium when IV is below HV. Neither is inherently right or wrong; they simply tell different stories. Smart traders use both together to make informed decisions about options strategies and position sizing.

Learn more about IV Rank or read about implied volatility basics.