Price-based historical volatility

Free IV Rank vs HV Rank Chart

This chart calculates historical volatility (HV) from stock closes and ranks it within a rolling range. It does not reconstruct historical option IV. Compare the two concepts before using a volatility label to evaluate an option.

252-observation HV range
Descriptive 20 / 80 zones
100% Free

HV Range Rank Analysis

Enter a ticker to calculate 20-return historical volatility from closing prices and rank it within 252 HV observations. This is not IV history.

Enter a ticker and click "Analyze HV Range Rank"

The HV Range Rank history chart will appear here

IV rank needs IV history; this curve uses HV

Implied volatility comes from option prices under a pricing model. Historical volatility measures observed changes in the underlying price. A current option-chain snapshot cannot reconstruct a year of historical IV. This page fetches closing prices, so its historical curve is HV range rank. The separate call IV card is a current available snapshot and never enters that curve.

To build a comparable IV-rank series, first define a consistent measure: for example, a fixed maturity and moneyness convention, with documented interpolation and observation times. Collect that same measure over the lookback. Ranking a different strike or expiry each day without controlling those choices can mix market changes with contract-selection changes.

Reproduce the historical calculation

  1. Sort the returned daily closes by date. For each consecutive pair, calculate r = ln(close today / close previous). Invalid dates, duplicate dates and nonpositive closes stop the calculation; they are not replaced with zero.
  2. For each window of 20 returns, subtract the sample mean, square the deviations, sum them and divide by 19. Take the square root, multiply by √252, then multiply by 100 to display annualized HV as a percentage.
  3. For each window of 252 HV observations, calculate 100 × (latest HV − minimum HV) / (maximum HV − minimum HV). The current observation is included. At least 272 valid closing-price observations are needed for the first rank.
  4. Trim the results to the chosen display period. The display period changes which dates are shown, not the 20-return HV window or the 252-observation rank window. The table lists the latest 30 displayed observations.

Hypothetically, HV of 25% within a 15%–35% range has a range rank of 50%. This means halfway between those endpoints; it does not mean that half the observations were below 25%. If every HV value in the window is equal, the denominator is zero and the rank is unavailable. The chart leaves a gap rather than inventing a midpoint.

Read the chart without turning a label into a trade

The 20 and 80 lines are visual thresholds. They do not measure the probability of a reversal and do not establish that options are cheap or expensive. A high HV rank can reflect a recent large realized move while option IV has already fallen, or while option IV has risen further. Selling premium based only on this chart ignores future events, skew, spreads, assignment and loss exposure.

A range rank is sensitive to the most extreme observations. It can change when an old high or low leaves the rolling window, even if current HV barely changes. A percentile instead counts the proportion of observations below the current value; the choice of whether ties count must be stated. Neither statistic establishes an expected trading return.

Inspect dates, coverage and adjustment conventions

The price input is the provider's historical EOD close field. This tool does not independently repair corporate actions or build a dividend-reinvestment series. Check the provider adjustment convention when a split or dividend affects a return. Missing sessions are not synthesized; a multi-session gap is still a consecutive-observation return, which can distort a daily annualization. The √252 convention assumes approximately 252 return observations per year.

The display request adds a 450-calendar-day warmup buffer, but new listings, missing records or provider limits can still shorten the visible history. Read the actual first and last dates and observation count. The displayed-period HV high and low are not automatically a 52-week range. Retrieval time is not the timestamp of a new market observation.

The optional call snapshot searches up to 250 returned contracts for a standard future-expiry call with a strike nearest the separate stock quote. It does not follow pagination or hold maturity constant. Its contract ID, strike and expiry are shown so the observation can be checked. Missing option data does not prevent calculation of the historical price-based chart.

Sources and related method

OIC distinguishes historical and implied volatility. Massive documents snapshot fields, pagination and plan-dependent data. The formulas and limitations above describe this page's implementation, reviewed October 21, 2026. For a manual range calculation using an independently verified IV history, see the IV rank calculator.

Frequently Asked Questions

Is this an implied-volatility history chart?

No. The historical curve uses 20-return HV calculated from closing prices, ranked within 252 HV observations. A separate call IV snapshot is shown when available. It is not used to construct or rank the historical curve.

How would true IV rank be calculated?

Use a consistently defined historical IV series, then compute 100 × (current IV − lookback minimum) / (lookback maximum − lookback minimum). Keep maturity, moneyness and observation conventions comparable. A current snapshot alone is insufficient.

Why can rank be unavailable?

A flat volatility range has a zero denominator. This page leaves rank unavailable instead of assigning 50. It also requires sufficient valid closing-price history and stops on invalid or duplicate observations.

Does a rank above 80 mean sell options?

No. The shaded zones are descriptive. They are not calibrated trade signals or measured win rates. HV is realized price variation; option pricing depends on forward-looking risks and additional inputs.

Does the selected period change the calculation window?

No. The selected six-month to three-year period controls display only. HV uses 20 returns and rank uses 252 HV observations. Read the returned dates because the provider may supply a shorter history.

Is the optional call IV an ATM benchmark?

It is the nearest strike among returned eligible calls, with expiry and contract ID shown. The response is limited to 250 calls and does not hold tenor constant. It must not be presented as a complete-chain or constant-maturity ATM index.

Build a price-based volatility study

Describe an HV calculation to Pineify's coding agent, then inspect the generated formula, price adjustment basis and chart alerts in TradingView. A price series does not supply historical options IV, and a high rank does not establish a trading advantage.