The metrics: turning a volatility number into a judgement

Knowing that implied volatility is 13% tells you almost nothing. Thirteen is high for one underlying and low for another; high this year and low last. The metrics on this page exist to answer the only question that matters — compared with what? — and each of them answers it differently enough that they routinely disagree.

What is volatility metrics? Volatility metrics are the standardised measurements that place a raw volatility reading in context: IV Rank and IV Percentile locate today's implied volatility within its own history, HV versus IV compares the forward-looking figure with the backward-looking one, the volatility risk premium measures the gap between them, and expected move converts an implied volatility into a price range.

Historical Volatility

HV

Historical Volatility is the annualised standard deviation of an asset's past close-to-close log returns over a chosen window — a purely backward-looking …

Past dispersion, close-to-close Beginner

Realized Volatility

RV

Realized Volatility is the volatility an asset actually delivered over a past period, measured from its realised price path — the quantity an option selle…

What the market actually did Intermediate

IV Rank

IVR

IV Rank locates today's implied volatility inside its own trailing 52-week range, scoring it from 0 at the year's low to 100 at the year's high — so it an…

Position in the 52-week IV range Beginner

IV Percentile

IVP

IV Percentile is the fraction of trading days in the past year on which implied volatility closed below today's level, expressed from 0 to 100 — so it ans…

Share of days below today's IV Beginner

HV vs IV

HV vs IV is the comparison between historical volatility — how much the underlying actually moved in the past — and implied volatility — how much option p…

The forward-looking figure against the backward-looking one Intermediate

Volatility Risk Premium

VRP

The volatility risk premium is the systematic gap by which implied volatility exceeds the volatility that subsequently realises, typically one to four vol…

Implied volatility minus subsequently realised volatility Advanced

Expected Move

Expected move is the one-standard-deviation price range that an option's implied volatility is pricing over a chosen number of days, computed as spot × im…

The 1σ price range an IV implies Beginner

Standard Deviation

σ

Standard deviation is the typical distance of a set of numbers from their average, and in finance it is the exact quantity that volatility measures — spec…

Typical distance from the mean Beginner

Variance

σ²

Variance is the square of volatility — the average of the squared deviations of returns from their mean — and it is the quantity that adds across independ…

The additive dispersion quantity Intermediate

Realized Variance

Realized variance is the sum of the squared returns of an asset over a period, and because squaring makes the largest moves dominate the total, it is less…

Sum of squared returns over a period Advanced

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Frequently asked questions

What is volatility metrics?
Volatility metrics are the standardised measurements that place a raw volatility reading in context: IV Rank and IV Percentile locate today's implied volatility within its own history, HV versus IV compares the forward-looking figure with the backward-looking one, the volatility risk premium measures the gap between them, and expected move converts an implied volatility into a price range.
How many volatility metrics pages does VolatilityGyan have?
VolatilityGyan documents 10 concepts under Volatility Metrics, each with a plain-English definition, a professional explanation, the formula with every variable defined, an original diagram, worked NIFTY examples, its limitations, common mistakes and at least twenty frequently asked questions.
Where should I start with volatility metrics?
Start with Historical Volatility. Historical Volatility is the annualised standard deviation of an asset's past close-to-close log returns over a chosen window — a purely backward-looking measurement of how much price actually moved, in which the length of the window silently determines the answer you get.
Educational content only — not investment advice. See our Risk Disclosure.