Free 30-min Web3 Consultation
Book Consultation
Smart Contract Security Audits
View Audit Services
Custom DeFi Protocol Development
Explore DeFi
Full-Stack Web3 dApp Development
View App Services
Free 30-min Web3 Consultation
Book Consultation
Smart Contract Security Audits
View Audit Services
Custom DeFi Protocol Development
Explore DeFi
Full-Stack Web3 dApp Development
View App Services
Free 30-min Web3 Consultation
Book Consultation
Smart Contract Security Audits
View Audit Services
Custom DeFi Protocol Development
Explore DeFi
Full-Stack Web3 dApp Development
View App Services
Free 30-min Web3 Consultation
Book Consultation
Smart Contract Security Audits
View Audit Services
Custom DeFi Protocol Development
Explore DeFi
Full-Stack Web3 dApp Development
View App Services
LABS
Glossary

Variance Swap

A variance swap is a financial derivative contract where the payoff is determined by the difference between the realized variance of an underlying asset and a pre-agreed variance strike price.
Chainscore © 2026
definition
DERIVATIVES

What is a Variance Swap?

A variance swap is an over-the-counter (OTC) financial derivative contract that allows investors to trade the future realized volatility of an underlying asset against a fixed strike volatility.

A variance swap is a forward contract on the future realized variance of an underlying asset, such as a stock index, single stock, or cryptocurrency. The payoff for the long party (volatility buyer) is determined by the difference between the realized variance over the contract's life and the pre-agreed variance strike. This structure provides pure, linear exposure to volatility itself, unlike options where the relationship between price and volatility (vega) is non-linear and affected by other factors like the underlying price.

The mechanics are defined by a specific formula. At maturity, the realized variance is calculated as the sum of squared daily log returns of the underlying asset's price. The variance notional—a contract multiplier—determines the cash value of each variance point. The settlement amount is: Variance Notional * (Realized Variance - Variance Strike). If realized volatility is higher than the strike, the long party receives a payment from the short party, and vice versa. This makes it a direct tool for hedging volatility risk or speculating on future market turbulence.

Key advantages of variance swaps include their purity of exposure. They isolate volatility risk without the path-dependency and delta-hedging complexities of options portfolios. They are often used by institutional investors and hedge funds to hedge tail risk in equity portfolios or to express a view on future market stability. In crypto markets, variance swaps on major indices like the Bitwise 10 or single assets like Bitcoin allow for sophisticated volatility trading strategies, capitalizing on the asset class's characteristically high and variable volatility.

how-it-works
DERIVATIVES MECHANICS

How a Variance Swap Works: The Mechanism

A variance swap is a forward contract on the realized variance of an underlying asset's returns, settled in cash at maturity. This section details the precise contractual mechanics, payoff calculation, and key components of this volatility derivative.

A variance swap is an over-the-counter (OTC) financial derivative that allows two parties to exchange fixed and floating payments based on the realized variance of an underlying asset over a specified period. The buyer of the swap pays a predetermined strike variance (the fixed leg) and receives the realized variance (the floating leg) calculated from the asset's daily logarithmic returns. The core mechanism is a pure play on volatility, as the payoff is determined solely by the magnitude of price changes, not their direction. Settlement occurs in cash at maturity, with the net amount transferred from one counterparty to the other.

The payoff formula for the variance swap buyer is: Notional * (Realized Variance - Strike Variance). The variance notional is typically quoted in 'vega notional,' representing the profit or loss for a one-point (1%²) change in variance. The realized variance is calculated as the annualized sum of squared daily log returns, often with a mean adjustment set to zero. A critical contractual detail is the use of a convexity adjustment or volatility strike, which converts the quoted volatility strike (e.g., 20%) into a variance strike (e.g., 400 = 20²) for the formula, making the payoff convex in volatility.

Key operational components include the observation schedule for calculating daily returns, the handling of dividends and corporate actions, and the definition of the underlying reference, such as a specific stock index or single stock. Disruptions like market closures are addressed by the contract's market disruption events clause. Unlike a volatility swap, whose payoff is linear in volatility, the variance swap's convex payoff means its value is more sensitive to large price moves (volatility of volatility), making it a preferred instrument for hedging or speculating on tail risk and volatility dispersion.

key-features
MECHANICAL ATTRIBUTES

Key Features of Variance Swaps

Variance swaps are over-the-counter (OTC) derivatives whose payoff is determined by the realized variance of an underlying asset's returns over a specified period, minus a pre-agreed strike variance.

01

Pure Volatility Exposure

A variance swap provides a pure play on volatility, isolating the variance of returns. Unlike options, whose price depends on both direction (delta) and volatility (vega), the payoff is calculated solely from the realized variance. This makes it a direct tool for hedging volatility risk or speculating on future volatility levels without directional bias.

02

Vega Notional & Convexity

The contract size is defined by a vega notional, representing the approximate profit or loss for a 1% change in volatility. The payout has positive convexity with respect to volatility: gains increase more than linearly as realized variance rises, while losses are capped at the premium paid. This convexity profile is a key differentiator from linear volatility products.

03

Realized Variance Calculation

The settlement value is computed from the sum of squared daily log returns of the underlying asset's price.

  • Formula: Realized Variance = (252 / N) * Σ (ln(P_t / P_{t-1}))²
  • Uses daily closing prices over the contract's life (N days).
  • Often includes a cap on individual daily returns to limit the seller's liability from extreme single-day moves.
04

OTC Structure & Counterparty Risk

Variance swaps are privately negotiated over-the-counter (OTC) contracts between two parties, not traded on a centralized exchange. This allows for customization of terms (tenor, cap, underlying) but introduces counterparty credit risk. Settlement is typically in cash at maturity, based on the calculated realized variance versus the strike.

05

Variance vs. Volatility Swap

It is crucial to distinguish this from a volatility swap. A variance swap pays on variance (volatility squared), while a volatility swap pays on standard deviation (volatility). The variance swap's convexity means its price is higher than a volatility swap for the same expected volatility, as it benefits more from large swings.

06

Primary Use Cases

  • Hedging: Portfolio managers use variance swaps to hedge against increases in market volatility (e.g., buying variance to protect a long equity portfolio).
  • Speculation: Traders take views on future realized volatility versus the implied volatility priced into the swap.
  • Dispersion Trading: A strategy involving buying index variance and selling variance on constituent stocks, betting on correlation changes.
VOLATILITY DERIVATIVES

Variance Swap vs. Options (Vega Exposure)

A comparison of how variance swaps and options portfolios provide exposure to implied volatility (vega), highlighting key structural and risk differences.

Feature / MetricVariance SwapVanilla Options Portfolio

Primary Greek Exposure

Pure variance (σ²) exposure

Vega (sensitivity to σ)

Volatility Exposure Profile

Linear in variance, convex in volatility

Linear in volatility (for small moves)

Path Dependence

Path-independent (depends on realized variance)

Path-dependent (depends on spot path and time)

Delta Hedging Requirement

Zero delta by construction

Requires dynamic delta hedging

Volatility Smile/Skew Risk

No direct exposure

Significant exposure (volga, vanna)

Theta (Time Decay)

None

Negative (for long positions)

Settlement

Cash-settled based on realized vs. strike variance

Physical or cash-settled at expiry

Typical Use Case

Trading realized vs. implied volatility

Trading directional volatility, hedging, or generating income

tradfi-to-defi-evolution
FINANCIAL INSTRUMENTS

From TradFi to DeFi: The Evolution

This section traces the migration of sophisticated financial derivatives from traditional finance (TradFi) to their decentralized (DeFi) counterparts, examining how core concepts are adapted for blockchain-native environments.

A variance swap is an over-the-counter (OTC) financial derivative that allows two parties to exchange payments based on the realized variance of an underlying asset's price versus a pre-agreed strike variance. Unlike options which hedge directional price moves, this contract is a pure play on volatility—the magnitude of price fluctuations, regardless of direction. The payoff for the long variance position is proportional to the difference between the realized variance and the strike variance, typically settled in cash at the contract's expiration. This makes it a fundamental tool for volatility traders and hedgers in TradFi markets.

The core mechanics involve calculating realized variance, which is the sum of squared logarithmic returns of the underlying asset over the contract's life. This is contrasted with the implied variance embedded in the strike price, which reflects the market's volatility expectation at inception. Settlement uses the variance notional, a multiplier that converts the variance difference into a monetary amount. A key feature is its convexity; its value increases more than linearly with volatility, creating a different risk profile than linear instruments like futures. This structure provides direct exposure to volatility as an asset class.

In decentralized finance (DeFi), the concept is re-engineered for trustless execution. Protocols create on-chain variance swaps using oracle-fed price data to calculate realized volatility and smart contracts to automate settlement. Instead of a single counterparty, liquidity is often pooled from many users, and positions may be tokenized as volatility tokens. However, significant challenges remain, including oracle manipulation risks, the need for robust and frequent price feeds, and managing the collateral and margin requirements in a non-custodial system. These DeFi constructs aim to democratize access to sophisticated volatility trading strategies.

The evolution from TradFi to DeFi highlights a shift in infrastructure and counterparty risk. TradFi variance swaps require credit lines, ISDA agreements, and face bilateral counterparty risk with a bank or dealer. DeFi versions replace this with over-collateralization and automated, transparent smart contract logic on a public blockchain. This transition unlocks access for a broader set of participants but introduces new technical and financial engineering challenges, such as designing incentive-compatible mechanisms for liquidity providers and ensuring the economic security of the volatility calculation itself.

defi-use-cases
DERIVATIVES

DeFi Use Cases & Applications

Variance swaps are advanced financial derivatives that allow traders to speculate on or hedge against the future volatility of an asset, independent of its price direction.

01

Core Mechanism

A variance swap is a forward contract where two parties agree to exchange payments based on the difference between the realized variance and a pre-agreed strike variance of an underlying asset over the contract's life. The payout is proportional to this difference, multiplied by a variance notional. This structure isolates pure volatility exposure, unlike options which are also sensitive to price direction (delta) and time decay (theta).

02

Key Components & Pricing

  • Underlying Asset: Typically a cryptocurrency index (e.g., BTC, ETH) or a DeFi token.
  • Strike Variance (K): The fixed, agreed-upon expectation of future variance, priced using the volatility smile from options markets.
  • Realized Variance: Calculated from the sum of squared log returns of the asset's price during the observation period.
  • Vega Notional: The payout per point of variance difference. The final settlement is: Payout = Vega Notional * (Realized Variance - Strike Variance).
03

Primary Use Cases

  • Volatility Trading: Speculators take long volatility positions (buy variance) if they expect market turbulence to increase, or short volatility (sell variance) if they expect calm markets.
  • Hedging: Protocols and large holders (whales) use variance swaps to hedge the volatility risk in their portfolios or to protect against tail events, decoupling this risk from directional price moves.
  • Structured Products: Serves as a building block for creating more complex derivatives and structured notes with customized risk-return profiles.
04

DeFi Implementation (vs. TradFi)

In DeFi, variance swaps are typically implemented as smart contracts on platforms like GMX, Synthetix, or Dopex. Key differences from TradFi include:

  • Collateralization: Fully collateralized by stablecoins or crypto assets held in escrow by the smart contract.
  • Settlement: Often uses a chainlink oracle or similar decentralized oracle network to calculate and verify the realized volatility feed.
  • Counterparty Risk: Mitigated by the non-custodial, transparent nature of the smart contract, replacing traditional inter-dealer agreements.
05

Risks & Considerations

  • Model Risk: Mispricing of the strike variance due to incomplete or illiquid options markets.
  • Oracle Risk: Reliance on external data feeds (oracles) for calculating realized variance, creating a potential attack vector.
  • Liquidity Risk: The market for these instruments can be thin, leading to wide bid-ask spreads.
  • Convexity Risk: Payouts are non-linear and can lead to significant losses for the short side during extreme volatility spikes (volatility explosions).
06

Related Derivatives

Variance swaps are part of a family of volatility derivatives:

  • Volatility Swap: Similar but settles on volatility (standard deviation) instead of variance. Variance swaps are more common due to easier replication.
  • Options: Provide volatility exposure (vega) but with additional Greeks (delta, gamma). A portfolio of options can replicate a variance swap (log contract).
  • VIX / Crypto Volatility Indexes: Benchmarks like the BVIV (Bitcoin Volatility Index) track implied volatility, which is the market's forecast and is closely linked to variance swap pricing.
security-considerations
VARIANCE SWAP

Security & Operational Considerations

Variance swaps are sophisticated financial derivatives that require robust infrastructure and careful risk management. This section details the key operational and security factors for implementing and managing these instruments.

02

Collateral & Margin Management

Variance swaps are mark-to-market instruments, meaning their value fluctuates daily with volatility. This necessitates a dynamic margin system to ensure the seller can cover potential losses. Key mechanisms include:

  • Initial Margin: Posted at trade inception to cover potential short-term moves.
  • Variation Margin: Daily cash flows between counterparties to settle daily P&L.
  • Maintenance Margin: Minimum collateral level; failure to meet triggers a margin call or liquidation. Automated systems must accurately calculate these requirements in real-time.
03

Counterparty & Settlement Risk

In traditional finance, these over-the-counter (OTC) contracts carry significant counterparty credit risk—the risk one party defaults before settlement. On-chain, smart contracts can act as a trusted, automated counterparty, but this shifts the risk to contract integrity and liquidity. The contract must hold sufficient collateral and have flawless logic for final settlement calculation and fund distribution to eliminate trust assumptions.

04

Volatility Modeling & Greeks

Managing a variance swap book requires understanding its unique Greeks, which differ from standard options.

  • Vega: Sensitivity to volatility. A long variance swap has positive vega, profiting when realized volatility exceeds the strike.
  • Gamma: Sensitivity of the swap's delta to the underlying price. Variance swaps have convexity, meaning their value increases more when volatility spikes.
  • Theta: Time decay. Unlike options, a variance swap's time decay is not linear and is tied to the volatility surface. Incorrect modeling can lead to unexpected losses.
05

Operational Complexity & Hedging

Market makers and sellers of variance swaps must actively hedge their exposure. The primary hedge involves dynamically trading the underlying asset to replicate the payoff, a process requiring sophisticated algorithms and high liquidity. Operational challenges include:

  • Continuous rebalancing of the delta hedge.
  • Managing transaction costs and slippage from frequent trading.
  • Accounting for dividends, funding rates (in perpetual futures), and other corporate actions that affect the underlying price series.
06

Regulatory & Legal Framework

Variance swaps often fall under derivatives regulation (e.g., Dodd-Frank, EMIR, MiFID II). Key considerations include:

  • Reporting obligations: Trades may need to be reported to trade repositories.
  • Clearing requirements: Mandatory central clearing for standardized swaps.
  • Risk mitigation: Requirements for timely confirmation, portfolio reconciliation, and dispute resolution. On-chain implementations must consider how smart contract interactions align with these legal obligations.
VARIANCE SWAP

Frequently Asked Questions (FAQ)

A variance swap is a forward contract on the realized variance of an underlying asset. These over-the-counter (OTC) derivatives are used by sophisticated investors to hedge or speculate on volatility, independent of the asset's price direction.

A variance swap is a financial derivative contract where two parties agree to exchange cash flows based on the difference between the realized variance of an underlying asset's returns and a pre-agreed strike variance. The realized variance is calculated from daily price returns over the contract's life. At maturity, the payer of variance (the buyer) pays the fixed strike variance amount and receives the realized variance amount, resulting in a net payment proportional to the difference. This allows investors to take a pure view on future volatility without the path-dependency and delta-hedging complexities of options.

ENQUIRY

Get In Touch
today.

Our experts will offer a free quote and a 30min call to discuss your project.

NDA Protected
24h Response
Directly to Engineering Team
10+
Protocols Shipped
$20M+
TVL Overall
NDA Protected Directly to Engineering Team