Quant Memo
Advanced

The Futures-Forward Convexity Bias

Why a futures price and a forward price on the same underlying, expiring on the same date, aren't quite identical — daily marking-to-market on futures creates a small, systematic gap driven by the correlation between the underlying and interest rates.

Prerequisites: Forward Rate Agreements

A forward contract settles once, at expiry: you either owe or are owed the full gain or loss in one lump sum. A futures contract on the exact same underlying settles daily — gains and losses are paid and received every day through marking-to-market. If interest rates and the underlying move together, this daily cash flow timing matters: a trader who's long futures on something positively correlated with rates tends to receive cash on days rates are high (so it can be reinvested at a good rate) and pay cash on days rates are low (so borrowing to cover it is cheap). That's a small, built-in advantage over the equivalent forward, and in a competitive market it gets priced away — the futures price sits fractionally below the forward price when the correlation is positive, and above it when the correlation is negative.

For most short-dated equity or FX futures the effect is a rounding error and desks treat futures and forwards as interchangeable. It becomes material for long-dated contracts and especially for interest-rate futures themselves, like Eurodollar futures, where the underlying is an interest rate — the correlation between the underlying and the discounting rate is essentially 1, and Eurodollar futures prices are known to run consistently below the corresponding forward rate. Traders correct for this with a convexity adjustment, added to the futures-implied rate to recover a usable forward rate for curve building.

Marking-to-market means futures and forward prices on the same underlying and expiry are not exactly equal — the gap depends on the sign and size of the correlation between the underlying and interest rates, and is negligible for most contracts but material and correctable for rate futures like Eurodollars.

Practice in interviews

Further reading

  • Hull, Options, Futures, and Other Derivatives, ch. 5
ShareTwitterLinkedIn