Gamma Scalping

Dynamic delta-hedging strategy.

Definition

A trading strategy that holds a long-gamma position (typically ATM straddles or strangles) and continuously rebalances delta back to neutral. Each rebalance monetizes realized price moves via gamma; the position pays theta as the cost.

Formula
P&L per interval ≈ ½ × Γ × (ΔS)2 − Θ × Δt

Net profitable when realized variance exceeds implied variance (RV > IV) over the holding period.

Inputs
ΓΘrealized volimplied volhedge interval
Output
scalping P&Lrealized vs implied spread
Interpretation
  • Profitable: RV > IV — gamma captures more than theta bleeds.
  • Losing: RV < IV — theta outruns realized moves.
  • Break-even: RV ≈ IV — vol is priced fairly.

API Reference

Endpoint
Conceptual — combines /v1/volatility, /v1/options/{symbol}/chain, and realized-vol history
Tier
Basic+ (strategy overlay)
Key fields
gamma, theta, iv, realized_vol

Why Gamma Scalping Matters for Trading

TL;DR

Gamma scalping is how you monetize a "RV > IV" view. Long straddle + disciplined rebalancing turns every price wiggle into realized P&L — if realized exceeds implied.

What it measures
The economic profit from dynamically hedging a long-gamma position as spot oscillates.
What it signals
Whether the market's IV is underpricing actual realized movement for the underlying.
Why we measure it
It's the cleanest implementation of a long-VRP view when VRP is negative (RV > IV).
Who uses it
Vol arb desks, event-day traders, dispersion traders, systematic long-vol funds.

How to read Gamma Scalping P&L

Profitable (RV > IV)
  • Realized vol exceeds paid IV
  • Gamma P&L > theta cost
  • Negative VRP regime
  • Events, earnings, stress
Good for: long-gamma runners
Losing (RV < IV)
  • Realized vol below IV
  • Theta outruns gamma
  • Positive VRP regime
  • Calm mean-reverting markets
Good for: premium sellers
Break-even
  • RV ≈ IV
  • Vol fairly priced
  • Transaction costs decide
  • No vol edge
Neutral

Rules of thumb

  • ATM = max gamma. Scalpers buy straddles at-the-forward to maximize Γ/Θ ratio.
  • Short-dated > long-dated for gamma density, but higher theta bleed. Weeklies are the sweet spot for event plays.
  • Hedge interval trades spread for gamma. Hedge too often → pay bid-ask; too rarely → miss gamma. Optimal interval depends on realized vol and spread width.
  • RV measured the right way matters. Use close-to-close, Parkinson, or Yang-Zhang depending on intraday move profile.
  • Not a strategy for calm markets. Positive-VRP regimes structurally lose to gamma scalping — verify VRP sign before deploying.
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