For financial professionals in Denmark

Keep calm and (commodity) carry on

Andrew Kaleel

Andrew Kaleel

Portfolio Manager

Mathew Kaleel

Mathew Kaleel

Portfolio Manager

Maya Perone

Maya Perone

Portfolio Manager

24 Mar 2022
6 minute read

Volatility and noise in financial markets has increased markedly in the last month as a combination of geopolitical tensions and outbreak of inflationary expectations has flowed into a less sanguine environment for all asset classes, including commodities. In this article, we look at one way to distil a more useful signal in commodity markets that could shed some light in a somewhat uncertain world.

Key takeaways:

  • Volatility in commodity markets has ratcheted higher on multiple financial and supply shocks, including underinvestment in key commodities, the impact of ESG constraints on new exploration, geopolitical tensions, and the outbreak of sticky inflation.
  • In such periods for commodities, the need for clean signals that are underpinned by fundamentals is critical.
  • Academic studies validate the use of carry as a way in which to allocate capital on a cross-asset basis including commodity markets.
  • For commodity markets, carry provides a useful signal as it is linked to both the basis and inventory levels.


“Distinguishing the signal from the noise requires both scientific knowledge and self-knowledge: the serenity to accept the things we cannot predict, the courage to predict the things we can, and the wisdom to know the difference.”  Nate SilverThe Signal and the Noise: Why So Many Predictions Fail — But Some Don't

Financial markets are currently trading through a period of heightened volatility, grappling with multiple sources of uncertainty and angst, including military conflict in Ukraine, inflation shifting from transitory to sticky, and a supply shock across a series of commodity markets. The latter is based on the same geopolitical issues in the short term, but also longer-term constraints imposed by ESG (environmental, social and governance) demands, given the impact this is having on the operations and business decisions of resource companies.

In such a noisy and uncertain environment, in what ways can investors allocate capital to commodity markets, relying less on emotion and noise, and more on a rules-based methodology supported by fundamental information?

Commodity carry

Commodity carry[1] is one of a suite of strategies that can help investors to screen out a degree of noise and provide a reasonably good indication as to whether or not specific commodities represent an attractive investment prospect, based upon a fundamental view of commodity markets. Carry has been well documented on both a cross-asset basis and at a commodity level. In a 2017 paper published in the Journal of Financial Economics by Koijen et al[2], the concept of carry was researched at a cross asset level. Among the conclusions, it suggested that:

“…carry predicts returns cross-sectionally and in time series for a host of difference asset classes, including global equities, global bonds, commodities, US Treasuries, credit and options.”

The study found that being long assets with relatively high carry and short those with relatively low carry generated ‘significant excess returns’ in each asset class.

Practitioner observation on commodity carry

Commodity carry has generated relatively stable excess returns over time, relative to underlying price movements, although this should not be taken as an assurance that this will be the case in future. We can observe this through the construction of a relatively simple model utilising carry as a buy signal.

For this model, we used one-year commodity curve data provided by Bloomberg for 26 commodities (or the longest series available) since 31 October 2005 when this data started, to 28 February 2022. Allocating an equal amount of capital into the 10 commodities with the highest roll yield provided indications of a higher monthly average return when compared to price movements in the Bloomberg Commodity (BCOM) Index over this period (Exhibit 1).

Exhibit 1: The carry signal was clear

Top 10 by carry signal BCOM Index Difference
Average monthly return 0.72% -0.04% +0.76%

Source: Bloomberg, BCOM Index, 31 October 2005 to 28 February 2022. Past performance does not predict future returns.
Note: The hypothetical, back-tested performance shown in this model is for illustrative purposes only and does not represent actual performance of any client account. No accounts were managed using the portfolio composition for the periods shown and no representation is made that the hypothetical returns would be similar to actual performance.

While the above returns are hypothetical, they demonstrate the potential of utilising carry as a signal for generating excess returns both on a long-only basis as well as a long/short strategy – being long the commodities with the highest carry, and short those commodities with the lowest carry.

How is commodity carry currently positioned?

As at the end of February 2022, the top 10 commodity markets, based upon commodity carry, featured energy markets and several grain and softs markets – all markets directly or indirectly impacted by supply shocks and the current conflict in Ukraine. Exhibit 2 shows the one-year roll yield for these commodities.

Exhibit 2: Energy and crops made up the top 10

Market One-year roll yield
WTI crude 17.42%
Natural gas 23.08%
Brent crude oil 15.14%
Gas oil 15.75%
Heating oil 13.23%
Unleaded gas 15.42%
Corn 12.22%
Soybeans 14.25%
Soymeal 14.95%
Cotton 20.79%

Source: Bloomberg, as at 28 February 2022.

Interestingly, there was no allocation to precious or industrial metals, including nickel, the price of which melted up prior to trading being suspended for over a week in March.

Gold and carry

As a financial commodity with an abundant supply in storage, gold has a relatively stable forward curve in a state of contango, effectively representing the storage cost of the precious metal. As a commodity with a persistent, yet slightly negative yield, it will not typically screen as a market to hold from a carry perspective. There are, however, environments during which even gold’s minor negative yield may be a relatively better proposition than other commodities.

When using the model described above – holding the 10 commodities with the best carry – gold is typically held in clusters around periods of financial distress for either broader commodities or a deeper market dislocation (Exhibit 3).

Exhibit 3: Gold remains a favoured crisis asset

article_chart_commodity carry 3

Source: Bloomberg, 1 October 2005 to 1 September 2021. ‘Gold’ here shows the periods when the precious metal was among the top-10 commodities with the best carry. Past performance does not predict future returns.

Commodity carry as part of a broader commodity alpha portfolio

While prior studies and basic carry models suggest that commodity carry provides a potentially useful indicator for which commodities might generate excess returns, carry should be considered as only one of several strategies that should be utilised where the objective is achieving a return over and above the performance of a commodity index. Other strategies including value, momentum, commodity skew, to name but a few, can all provide potential sources of alpha to an investor seeking either an enhancement to the beta from commodities, or as a standalone alpha strategy.


Commodity carry is one tool that can be used to construct a portfolio of commodities that has the potential to generate excess returns through time. While it is not recommended to be used as a standalone strategy, as one of several sources of commodity alpha, carry nonetheless provides a potentially valuable insight into which commodities present attractive opportunities based upon fundamental information.


[1] Carry is broadly defined as future returns based upon holding an asset and not factoring in price movements. Commodity carry applies this to the positive or negative returns in holding a commodity separate to underlying price movements. The carry is determined by calculating the return in holding a futures contract and rolling forward. A ‘backwardated’ commodity – one in which the price of a commodity in the future is trading lower than the spot price of the underlying commodity – yields a positive carry. In the opposite instance, a market state of ‘contango’ is one in which the spot price is trading below the price of futures contracts.

[2] Koijen, R., Moskowitz, T., Pederson, L., Vrugt, E. 2018. Carry. Journal of Financial Economics 127 (2018) 197-225.

These are the views of the author at the time of publication and may differ from the views of other individuals/teams at Janus Henderson Investors. Any securities, funds, sectors and indices mentioned within this article do not constitute or form part of any offer or solicitation to buy or sell them.


Past performance does not predict future returns. The value of an investment and the income from it can fall as well as rise and you may not get back the amount originally invested.


The information in this article does not qualify as an investment recommendation.


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