Stock Volatility Calculator
Estimate annualized volatility, daily expected moves, and confidence intervals for any stock using 52-week high/low data, ATR, and Beta.
Stock Volatility Calculator
Stock Data
Optional Inputs
14-day ATR from your charting platform. Used for ATR-based volatility estimate.
Stock beta from any finance portal. Used for beta-adjusted volatility (assumes S&P 500 annualized vol of ~15%).
Volatility Analysis
Enter stock price and 52-week high/low to calculate volatility
Complete Guide to Stock Volatility
What is Stock Volatility?
Volatility measures how much a stock's price fluctuates over a given period. A stock with high volatility swings sharply up and down, while a low-volatility stock moves in smaller, more predictable steps. It is typically expressed as an annualized percentage.
Traders and investors use volatility to size positions, set stop-losses, price options, and gauge overall market risk. If you trade options, volatility directly affects the premium you pay or collect. If you manage a portfolio, understanding each holding's volatility helps you balance risk and reward. You can explore related calculations with our Options Profit Calculator and Trade Risk Calculator.
Volatility Formulas
Parkinson Historical Volatility (used in this calculator):
HV = ln(High / Low) / (2 x sqrt(ln(2)))
Annualized Volatility = HV x 100
Where: High = 52-week high price | Low = 52-week low price | ln = natural logarithm
ATR-Based Volatility (alternative):
ATR Vol = (ATR / Price) x sqrt(252) x 100
Where: ATR = Average True Range (14-day) | 252 = trading days per year
Expected Daily Move:
Daily Move = Price x (Annualized Vol% / 100) / sqrt(252)
Why Measure Volatility?
Better Position Sizing
A volatile stock requires smaller position sizes to keep your dollar risk constant. Knowing the expected daily move helps you calculate exactly how many shares to trade.
Smarter Stop-Loss Placement
Place stop-losses outside the normal daily noise. A 2-sigma stop means there is only a 5% chance the price moves that far in a single day under normal conditions.
Options Pricing Insight
Option premiums rise with volatility. Compare the calculator's historical volatility against implied volatility to spot overpriced or underpriced options.
Portfolio Risk Management
Balancing high-volatility and low-volatility holdings smooths your equity curve. Track each stock's vol alongside your stock return calculations for a full picture.
Tips for Using Volatility
Tip 1: Compare the Parkinson estimate with ATR-based volatility. If both agree, you have a reliable reading. Large differences suggest recent price behaviour differs from the yearly trend.
Tip 2: Use the 2-sigma (95%) confidence interval as a guide for where "normal" daily trading ends and "unusual" moves begin. Moves beyond 2-sigma often signal news events or sentiment shifts.
Tip 3: Volatility is not direction. A high-volatility stock can still trend strongly upward. Pair volatility analysis with trend and momentum indicators before making trading decisions.
Common Mistakes
Confusing Volatility with Risk
Volatility measures price swings in both directions. A stock that surges 50% in a year is "volatile" but profitable. Always combine volatility with your directional thesis and position-sizing rules.
Ignoring Volatility Clustering
Volatility tends to cluster: calm periods follow calm periods, and turbulent days follow turbulent days. A single annualized number hides these regimes. Check recent ATR alongside the yearly estimate.
Using Volatility Alone to Size Options Trades
Historical volatility tells you what happened. Options are priced on implied volatility, which reflects what the market expects. Always compare the two before selling or buying premium.
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OpenFrequently Asked Questions
What is stock volatility and why does it matter?
Volatility measures how much a stock's price fluctuates. Annualized volatility (the standard measure) is the standard deviation of yearly returns, expressed as a percentage. Higher vol means larger swings — more profit potential AND more loss potential. It's a foundational input for options pricing, risk-adjusted return metrics, and position sizing.
What is the Parkinson volatility estimator?
A formula that estimates volatility from daily high-low range: σ ≈ ln(High/Low) ÷ (2 × √ln(2)). It's more efficient than close-to-close volatility because it uses intraday range. Particularly useful when you only have OHLC data without intraday tick data. The calculator uses this when computing volatility from a stock's 52-week range.
What does ATR tell me about a stock?
Average True Range measures average daily price movement, including overnight gaps. A stock with ATR = $3 typically moves $3 per day. Useful for: stop-loss placement (e.g. 2× ATR below entry), comparing how 'jumpy' two stocks are, and position sizing relative to current volatility regimes.
How does Beta relate to stock volatility?
Beta measures volatility relative to the market (S&P 500). Beta of 1.0 = moves with the market. Beta > 1 = more volatile (e.g. tech stocks at 1.3–1.8). Beta < 1 = less volatile (e.g. utilities at 0.4–0.7). Beta-adjusted volatility = market vol × stock beta — useful for portfolio risk modeling when individual-stock vol data is unavailable.
What's a confidence interval for stock price moves?
Based on the volatility, the calculator shows expected price ranges with 68%, 95%, and 99.7% confidence (1, 2, and 3 standard deviations). Example: a stock at $100 with 20% annual vol → ~95% chance of staying within $80–$120 over a year. Useful for setting stop-loss levels that won't get hit by normal volatility.
How does this calculator differ from forex volatility?
The math is the same, but inputs differ. Stock vol uses share prices, ATR in dollars, beta vs market index. Forex vol uses currency-pair quotes, ATR in pips, no beta concept. Both produce annualized % volatility — directly comparable across asset classes. Use Stock Volatility for equities; Forex Volatility for currency pairs.