Financially reviewed by Patrick Flood, CFA.
The All Weather Portfolio is a well-diversified, low-risk portfolio from Ray Dalio designed to “weather” any environment. Here we'll look at the All Weather Portfolio's components, historical performance, ETFs to use in 2024, and various leveraged strategies.
Interested in more Lazy Portfolios? See the full list here.
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Contents
Video
Prefer video? Watch it below. But note the video is just a general overview of the “base” portfolio and does not include the discussions on leverage or replacing Commodities with Utilities, so you'll have to scroll down further for those.
What Is the All Weather Portfolio and Who Is Ray Dalio?
First, we'll take a brief look at what this portfolio is comprised of, and why. The All Weather Portfolio is an available-to-the-masses portfolio modeled somewhat after the risk-parity-based All Weather Fund from the famous hedge fund Bridgewater Associates. The portfolio idea was created by the legendary Ray Dalio, founder of Bridgewater, and was then popularized by Tony Robbins. Dalio has become almost like a god in the world of finance and investing, and rightfully so. I would highly recommend his bestselling book Principles, as well as his more recent book Big Debt Crises. His newest book from November, 2021 is Principles for Dealing with the Changing World Order: Why Nations Succeed and Fail.
Bridgewater is perhaps most famous for their focus on and analysis of different economic cycles in “the economic machine.” Their All Weather Fund – and subsequently the All Weather Portfolio – is designed to survive all economic environments, using different types of assets that perform differently during those different “seasons.” Appropriately, it is also sometimes referred to as the “All Seasons Portfolio.”
While Bridgewater is constantly watching the market and the economy, Dalio himself admits that he can’t predict the future, thus the need for a portfolio that mitigates the financial impact of unexpected economic events, known as black swan events. The All Weather Portfolio becomes especially attractive during periods of market turmoil, particularly for investors who have a low risk tolerance and/or are primarily concerned with capital preservation.
It has long been known that portfolio diversification mitigates risk and volatility. The All Weather Portfolio seemingly maximizes diversification using a variety of asset classes. This diversification benefit is borne of the inherent uncorrelation of these assets, e.g. when stocks go down, bonds tend to go up. This conveniently obviates the need for any attempt at or anxiety over market timing or guesswork. Dalio actually explicitly maintains that attempting to time the market is a fool's errand.
Note that the All Weather Portfolio as it is prescribed is not based on true risk parity of the assets, but it is pretty close. It is simply the product of an interview between Tony Robbins and Ray Dalio in which Dalio suggested that these weightings, without leverage, would be suitable and easy to manage for the average investor. Dalio even suggested that these weightings “would not be exact or perfect.” I explore options for actual risk parity below later on in this post. In fairness, the real All Weather Fund at Bridgewater – after which this portfolio is modeled – seems to be based on risk parity of the 4 economic seasons listed below.
As the name suggests, the All Weather Portfolio is designed to be able to “weather” any storm. It uses asset class diversification based on seasonality in the interest of limiting volatility and drawdowns. The holdings and the allocations thereof correspond to Dalio's view on economic “seasons.” Dalio's strategy and expertise are so pervasive that the phrase “all weather” is now used to describe other portfolios that behave like his in surviving any economic climate, e.g. “investing in an all weather portfolio.”
Dalio proposes that the following four things affect asset value:
- Inflation
- Deflation
- Rising economic growth.
- Declining economic growth.
Based on these, Dalio expects we can see 4 “seasons” of the economy, with particular assets corresponding to each quadrant:
- Higher than expected inflation.
- Lower than expected inflation.
- Higher than expected economic growth.
- Lower than expected economic growth.
Dalio chose asset classes that performed well in each of these different seasons or “quadrants,” attempting to maintain roughly equal risk exposure among the 4 quadrants, with the goal being diversification that allows for consistent growth and small drawdowns. As such, the portfolio is mostly bonds, and only allocates 30% to stocks.
Ray Dalio All Weather Portfolio Asset Allocation
The All Weather Portfolio asset allocation looks like this:
- 30% U.S. Stocks
- 40% Long-Term Treasury Bonds
- 15% Intermediate-Term Treasury Bonds
- 7.5% Commodities
- 7.5% Gold
How To Build the Ray Dalio All Weather Portfolio
M1 Finance would be a good choice for U.S. investors to implement the All Weather Portfolio so that you can easily and seamlessly rebalance as often as you'd like, and it has zero transaction fees. I wrote a comprehensive review of M1 Finance here.
Using some low-cost Vanguard funds and my “best in class” ETFs, we can build the All Weather Portfolio (here's the pie) like this:
30% VTI
40% VGLT
15% SCHR
8% GLDM
7% BCI
To add this pie to your portfolio, just click this link and then click “Invest in this pie.”
Canadians can find the above ETFs on Questrade or Interactive Brokers. Investors outside North America can use Interactive Brokers.
To diversify internationally with the All Weather Portfolio above, simply replace VTI (Vanguard's total US stock market ETF) with VT (Vanguard's total world stock market ETF). That pie can be found here.
All Weather Portfolio Performance vs. S&P 500
With live fund data for Commodities only going back to 2003, here's the All Weather Portfolio vs. a traditional 60/40 portfolio and the S&P 500 through 2022:
As we'd expect, the All Weather Portfolio has had less than half the volatility and, consequently, a much higher risk-adjusted return (Sharpe) and significantly smaller drawdowns versus the S&P 500. This shows the All Weather Portfolio doing precisely what it's intended to do: weather any storm.
Personally, I probably wouldn't adopt the All Weather Portfolio unless I were near or at retirement age, or if for some reason I absolutely couldn't mentally and emotionally endure volatility and drawdowns (which is a very real case for some). The gold, commodities, and heavy bond allocation would likely just drag down long-term total return since it only has 30% allocated to stocks.
We can see the All Weather Portfolio had a slightly lower return with a nearly identical risk-adjusted return compared to a 60/40 portfolio for this period.
I'm also usually not even a fan of gold or commodities period; they have no place in my portfolio at this time. That said, this would be a good set-and-forget portfolio, making it attractive for investors who want to be hands-off, and it is probably my favorite of the volatility-minimizing, any-economic-climate portfolios like the Permanent Portfolio, Golden Butterfly, and Ivy Portfolio.
However, as I'll explore later below, levering up this same asset allocation may dramatically improve returns while still maintaining a sensible level of portfolio risk similar to that of an unlevered 100% stocks position, depending on the amount of leverage used.
But first, let's talk about swapping out those Commodities for something else.
Using Utilities Instead of Commodities (and REITs)
Commodities have been used in the past for their purported diversification benefit from their inherent low correlation to the total stock market, and the nature of the asset class being physical necessities on which futures are traded. The same can be said for real estate (REITs).
Commodities are materials like gold, oil, copper, livestock, agriculture, etc. Their value depends on their usage in production, and is directly related to supply and demand. Any position in commodities is therefore a bet on the short-term future, rather than long-term growth associated with stocks, bonds, real estate, etc. As such, investors have historically turned to commodities as a hedge against uncertainty.
Unfortunately, commodities themselves are unpredictable by their very nature. Crops go bad. The weather changes. Macroeconomic policies shift. Alternatives to things like copper are found. Ownership, storage, and transportation of commodities increase costs.
Stock ownership is a claim on a company’s future earnings. A bond is a contractual obligation between a lender and a borrower, with interest payments going from the latter to the former. Ownership of a commodity is not value-producing; it involves no earnings or cash flow and is simply a bet on production and/or consumption at that time.
Commodities are obviously useful to your everyday life, but not so much as an investment in securities markets. Think of owning a commodities fund as just paying for their storage somewhere.
With technological advances, we would expect commodity prices to fall or stay flat over the long term. After fees (commodities funds are expensive; the popular PDBC costs 0.62%), commodities are likely losing to inflation. And indeed they have historically; even though they soared in 2021, commodities have had negative real returns over the last 100 years.
Essentially, even in inflationary environments, investors have historically been better off over the long term holding just about anything other than commodities. And we now have assets like REITs, TIPS, etc. as alternatives. Even a narrow gold fund should be a better choice than broad commodities. Commodities may offer a tiny diversification benefit to lower volatility and risk, but we still want our diversifiers to have positive future expected returns.
Andrew Tobias, in The Only Investment Guide You'll Ever Need, maintains that “it is a fact that 90% of all people who play the commodities game get burned. I submit that you have now read all you ever need to read about commodities.”
I don't bet on sectors, but over the past 20 years, the Utilities sector has had the lowest correlation to the total stock market of any sector, lower than that of both Commodities and REITs – specifically, 0.38 for Utilities compared to 0.53 for Commodities and 0.59 for REITs. Yet REITs and Commodities are both treated as classes of their own and are used as diversifiers, while Utilities are simply thrown under the equities umbrella at their market weight and forgotten.
Using live fund data for Commodities going back to 2002, through 2022, the results corroborate this idea. I backtested portfolios using 90% total stock market with respective 10% tilts using Utilities, Commodities, and REITs. Utilities provided the lowest volatility, smallest drawdown, highest return, and highest risk-adjusted return:
Some other macroeconomic things to consider are:
- We'll always need energy of some form, whether that's solar, wind, natural gas, etc.
- Utility operating costs are passed on to the ratepayer.
- Demand for utilities stays relatively constant (it is said to be noncyclical), which is a significant reason why utilities perform comparatively well during market downturns.
- Perhaps most importantly, using Utilities instead of REITs lets you avoid the idiosyncratic, uncompensated risk of the real estate market.
- Of all sectors, Utilities are the least explained by the known equity factors that explain the differences in returns between diversified portfolios. Their R-squared ratio is notably lower than that of REITs. From this paper:
So, at least for the relatively small 7.5% slice for the All Weather Portfolio, I would submit that Utilities are a fine – and likely superior – replacement for Commodities.
Here's how that swap would have worked out historically:
Notice how the AWP with Utilities beat the “normal” AWP on almost every important metric.
For those wanting this All Weather Portfolio using Utilities instead of Commodities, I've created that pie here. It looks like this:
30% VTI
40% VGLT
15% SCHR
8% FUTY
7% GLDM
You can invest in this portfolio here.
Applying Leverage To the All Weather Portfolio
Applying leverage to those same allocations gets you enhanced exposure to what is traditionally a low-risk, low-volatility portfolio. Most people don't realize that Dalio and Bridgewater themselves deploy leverage in their in-house All Weather Fund. So perhaps this could be a solution for a risk-averse investor who still wants to get in on the leverage game in an attempt at higher returns to beat the market.
Of course, this isn’t a new idea. Stemming from the foundation of Markowitz's Modern Portfolio Theory is the demonstrable idea that we can allocate assets based on their relative “risk” – not dollar amount – and then lever up to increase exposure, thereby constructing a more efficient portfolio than one of a single asset. For example, a classic 60/40 portfolio levered up to match the volatility and risk of 100% equities has delivered higher returns historically. As an aside, this is exactly what the fund NTSX does and is also the basis of the famous Hedgefundie strategy.
Leverage is the necessary key to generating the requisite return for any given efficient (“optimal”) portfolio for which the expected return is too low to meet the investor’s objective. After all, the goal is to fund future consumption, not just achieve the best Sharpe ratio. By “efficiency,” we mean greater return per unit of risk, or what we call risk-adjusted return, of which Sharpe ratio is one definition. This concept holds true across multiple definitions of “risk,” including volatility, tail risk, and even Dalio’s economic “seasons.”
Allocating multiple assets based on risk and levering up makes use of the benefits of diversification, on which I’m always harping. Remember, diversification is the closest thing we have to a free lunch in investing. Leverage allows us to make use of that free lunch while also increasing expected return. We see this demonstrated here in Dalio’s famous retail portfolio, in which return-driving stocks take up a relatively low allocation, while comparatively lower risk bonds comprise a higher allocation, which is uncharacteristic of traditional growth portfolios. Conventional portfolios increase expected return not with leverage but with concentration in riskier assets, e.g. stocks.
The legendary Cliff Asness maintains that risk parity “works” precisely due to investors’ irrational aversion to – or the disallowed use of – leverage, and due to lower risk assets having higher risk-adjusted returns than they theoretically should. The story goes that because some investors are averse to or are not allowed to use leverage and thus go the route of concentration, those assets in which they concentrate have lower expected returns, leaving higher risk-adjusted returns to be had by lower-risk assets. This is consistent with the famous “low beta anomaly” in stocks. There’s also another theoretical underpinning that favors the risk parity and leverage approach: Past volatility is more correlated with future volatility than past returns are with future returns. That is, we can make more reliable guesses about future asset volatility than about future asset pricing.
The knee-jerk aversion to the word “leverage” usually comes from those who have a poor understanding of its utility in multi-asset portfolios. Anyone who has a mortgage is using leverage. If you’ve taken out student loans, you’ve levered up your human capital. Even if you’re 100% equities, the companies you’re holding carry debt on their balance sheets.
Moreover, leveraged scenarios that blew up historically were usually the result of combining leverage with concentration in a single asset. “Return stacking,” as it’s been called, is simply adding different sources of returns within a leveraged framework to avoid sacrificing performance. In doing so, the leverage ratio per se tells us little about the riskiness of the portfolio. Again, products like PSLDX and NTSX are examples of this concept.
Make no mistake that increasing leverage is increasing risk. But Asness submits that, compared to concentration, the use of leverage is a more manageable, more rewarding, and more reliable assumption of additional risk. I’ve said sort of the same thing when discussing stock picking with people, noting that the investor willing to take on the greater risk of picking a handful of stocks should almost certainly prefer to simply apply leverage to a broad index commensurate with the same level of risk instead. Even Warren Buffett, the ever ardent proponent of an S&P 500 index fund, has long used leverage in the form of low-cost insurance float, which he noted has always given Berkshire “quite an edge,” to amass a fortune.
Some obligatory preliminary warnings:
- I'm not a financial advisor and this is not financial advice. It's for informational and recreational purposes only. Products discussed below are for illustrative purposes only. This is not a recommendation to buy, sell, or transact in any of the products mentioned. Do your own due diligence.
- Past results do not indicate future performance.
- Research and read up on the fundamentals of leverage and the nature of leveraged ETF products before blindly buying in. It can potentially be a very dangerous game. Using leverage increases the potential for greater returns but also the potential for greater losses. The use of leverage increases portfolio risk, and investors face a real possibility of losing all money invested. Specifically with leveraged ETFs, these are relatively new, exotic products that behave differently than “regular,” unleveraged index ETFs. Do your due diligence and read the fine print.
- Similarly, don't put your entire portfolio in a strategy like this. If you want to play with something like this, do so with a small piece of your total portfolio, and definitely not with money you'll need in the next 5-10 years. If you're using M1 Finance, make this a sub-pie within your larger pie.
- I had a hard time finding leveraged commodity index ETF's (probably for good reason) so I somewhat arbitrarily chose a couple oil-and-gas ones I found. There may be better options. This is more just meant to be a discussion starter and a first iteration from which to improve. I discuss improvements using the Utilities sector below.
- Moreover, I realize this may not be the optimal approach for what it's trying to achieve. Again, I'm not a fan of gold and commodities; I think I've fared better playing around with tilting with utilities and consumer staples in my cauldron of leverage: UPRO, TQQQ, TMF, UTSL, and NEED. This is simply taking the unedited All Weather Portfolio and applying leverage to it. More on this later, with variations using Utilities in place of Commodities.
- Of course, I also realize that applying leverage to the All Weather Portfolio sort of defeats its whole purpose, but the historical volatility, return, and drawdown KPI's compared to the S&P 500 index and a 60/40 portfolio were much more impressive than I anticipated. More on that later. I'm viewing it as a way to diversify and limit volatility and drawdowns with the underlying assumption that one has already chosen to invest with leveraged products.
- The linked backtests using Commodities only go back to 2006. We get to see performance through the GFC, but not during a runaway period like the late 1970's in the US. The All Weather Portfolio's large allocation to long-term treasury bonds still expose it to interest rate risk.
- The fees alone for the gold and commodities may be a major drag on the strategies' performance, with the trade-off being the extra diversification and subsequent drawdown protection and volatility reduction. They are probably not responsible for any of the actual returns of the strategies. Is it worth it? I don't know.
- This would require some regular maintenance in the form of rebalancing, as the allocations may stray quickly. Quarterly should be fine. I explore different rebalancing intervals at the end of this post.
- M1 Finance doesn't allow a 7.5% holding so I used 8% gold and 7% commodities.
Aren't Leveraged ETF's Unsuitable for Holding Long-Term?
There's no shortage of articles lambasting the idea of holding leveraged ETF's for more than one day, reciting that they should “only be used for intraday trading.”
However, I firmly maintain that the idea that leveraged ETF’s are unsuitable for long-term holding is largely overblown fear mongering that’s been wrongly perpetuated after the financial blogosphere took the scary-sounding “volatility decay” and ran with it.
“Volatility decay” sounds like a bad thing, but viewing it as such is simply a misunderstanding of what it actually is and its underlying mechanics and arithmetic. If you're curious to see the math, check out this page.
That same “decay” actually works in your favor when the market goes up with decent momentum, which it does more often than it goes down. This is why UPRO, the 3x leveraged S&P ETF, has delivered close to 5x the returns of the SPX since its inception instead of the proposed 3x.
In short, I concede that leverage can indeed be dangerous in certain situations, but can be useful in others.
2x Leveraged All Weather Portfolio
So here's the portfolio using 2x leverage:
30% SSO – 2x S&P 500
40% UBT – 2x LT treasury
15% UST – 2x IT treasury
7.5% DIG – 2x oil and gas
7.5% UGL – 2x gold
You can add this pie to your M1 Finance portfolio here, but stay tuned for the variation using Utilities below, as I don't feel completely comfortable using DIG.
3x Leveraged All Weather Portfolio
And here's that portfolio with 3x leverage:
30% UPRO – 3x S&P 5
40% TMF – 3x LT treasury
15% TYD – 3x IT treasury7.5% GUSH – 3x oil and gas7.5% UGLD – 3x gold
Update April 2020: After Direxion's changing GUSH from 3x to 2x effective March 31, 2020, I would consider using 3x Utilities, REITs, or Consumer Staples, accessed via UTSL, DRN, and NEED respectively. Note that because of this, the 2 backtests immediately below are no longer accurate. Skip to the next section to get the most recent updates and new backtests. Unfortunately, at the time of writing, M1 Finance doesn't offer the NEED (3x Consumer Staples) ETF. Below I explain why Utilities are probably the best choice, and I've included a pie link for that option.
Update June 22, 2020: With the recent market turmoil, Credit Suisse announced today that it plans to delist some of its 3x leveraged VelocityShares™ ETN's, including UGLD. With no other 3x gold funds available, the next logical choice would be UGL, the 2x gold ETF from ProShares. Keep in mind gold is already an extremely volatile asset, so this shouldn't throw anything off too much considering it only has a 7.5% allocation. This will slightly change the allocations of the leveraged risk parity portfolio at the end of this post. Also note that because of this, the 2 backtests immediately below are no longer accurate. Skip to the next section to get the most recent updates and new backtests.
Below is a backtest going back to 2006 comparing the above 2 with the Hedgefundie 55/45 strategy and the S&P 500 index.
Note the highest Sharpe ratio (risk-adjusted return), albeit only slightly, for the All Weather 2x above, with volatility almost identical to the S&P 500 but with much better Worst Year and Max Drawdown (from the GFC) stats.
Here's a backtest going back to 2006 comparing the 2x All Weather above to the unleveraged All Weather Portfolio, a traditional 60/40 stocks/bonds portfolio, and the S&P 500 index:
The 60/40 achieves the highest Sharpe but with much lower return than and a nearly identical Worst Year and Max Drawdown to the 2x All Weather.
Update April 2020: After Direxion's changing GUSH from 3x to 2x effective March 31, 2020, I would consider using 3x Utilities, REITs, or Consumer Staples, accessed via UTSL, DRN, and NEED respectively. Unfortunately, at the time of writing, M1 Finance doesn't offer the NEED (3x Consumer Staples) ETF. Below I explain why Utilities are probably the best choice.
3x Leveraged All Weather Portfolio Using Utilities
Here's a pie using UTSL (3x Utilities) in place of broad commodities. Interestingly, this may actually be a better choice anyway considering the backtest below.
30% UPRO – 3x S&P 500
40% TMF – 3x LT treasury
15% TYD – 3x IT treasury
7.5% UTSL – 3x utilities7.5% UGLD – 3x gold
Update June 22, 2020: With the recent market turmoil, Credit Suisse announced today that it plans to delist some of its 3x leveraged VelocityShares™ ETN's, including UGLD. With no other 3x gold funds available, the next logical choice would be UGL, the 2x gold ETF from ProShares. Keep in mind gold is already an extremely volatile asset, so this shouldn't throw anything off too much considering it only has a 7.5% allocation. This will slightly change the allocations of the leveraged risk parity portfolio at the end of this post.
Backtests of leveraged ETFs below are using my own data series I created in an attempt to accurately simulate how these leveraged ETFs – which are relatively new products – would have behaved historically. This factors in their daily resetting, fees, and borrowing costs, so returns shown are net of those things.
The backtest below compares 1x (“normal”), 2x, and 3x versions of the All Weather Portfolio, all using Utilities instead of Commodities and all using 2x gold since a 3x gold ETF is no longer available. It goes back to 1987 and runs though February, 2021:
Interestingly, the risk-adjusted return of all of them (Sharpe) was identical, and higher than that of the S&P 500. The 2x and 3x versions of the AWP above have higher general and risk-adjusted returns than the S&P 500, though obviously that came with greater volatility.
2x Leveraged All Weather Portfolio Using Utilities
With the loss of UGLD (3x gold), you may be interested in simply using a 2x All Weather Portfolio. Incorporating Utilities in place of Commodities as described above, we arrive at the following allocations:
SSO – 30%
UBT – 40%
UST – 15%
UPW – 8%
UGL – 7%
You can add this pie to your M1 Finance portfolio here.
True Risk Parity
Update January 2023: Previously I had a section here talking about a “true” risk parity weighting scheme based on the per se volatility of each constituent asset, which is usually what we mean when we say “risk parity.”
After a lot of reflection on this initially innocuous experiment, I realized that interpretation – without trying to – basically bastardizes Dalio’s original idea of using specific assets at specific weights to achieve a rough parity of the risks of the aforementioned economic seasons, for which certain assets span multiple quadrants.
I also concluded it probably didn’t make much practical sense anyway due to the inclusion of multiple funds of the same asset type as independent inputs of an optimization algorithm. Ironically, it would make more sense to do so only after trimming down the fund selection to a single fund for each asset class, but of course at that point we’re talking about another portfolio entirely. In any case, it created a pretty significantly different portfolio, relatively speaking considering the aforementioned seasons-parity thesis underpinning Dalio’s original proposition.
Lastly, it was also confusing for readers not knowing whether or not they should consider what was essentially a theoretical exercise as a viable real-world investment strategy.
For these reasons, I’ve decided to remove that discussion in its entirety. I probably should have never published it in the first place. You can perhaps take solace in the fact that it backtested worse than everything else you see on this page.
Addressing Concerns Over Bonds
I've gotten a lot of questions about the use, utility, and viability of bonds being a significant chunk of the All Weather Portfolio. I'll briefly address and hopefully quell these concerns below.
Common comments nowadays about bonds include:
- “Bonds are useless at low yields!”
- “Bonds are for old people!”
- “Long bonds are too volatile and too susceptible to interest rate risk!”
- “Corporate bonds pay more!”
- “Interest rates can only go up from here! Bonds will be toast!”
- “Bonds return less than stocks!”
So why use bonds?
- Bond duration should be roughly matched to one’s investing horizon, over which time a bond should return its par value plus interest. Betting on “safer,” shorter-term bonds with a duration shorter than your investing horizon could be described as market timing, which we know can’t be done profitably on a consistent basis. This is also a potentially costlier bet, as yields tend to increase as we extend bond duration, and long bonds better counteract stock crashes. More on that in a second.
- Moreover, in regards to bond duration, we know market timing doesn’t work with stocks, so why would we think it works with bonds and interest rates? Bonds have returns and interest payments. A bond’s duration is the point at which price risk and reinvestment risk – the components of what we refer to as a bond’s interest rate risk – are balanced. In this sense, though it may seem counterintuitive, matching bond duration to the investing horizon reduces interest rate risk and inflation risk for the investor. An increase in interest rates and subsequent drop in a bond’s price is price risk. A decrease in interest rates means future coupons are reinvested at the lower rate; this is reinvestment risk. A bond’s duration is an estimate of the precise point at which these two risks balance each other out to zero. If you have a long investing horizon and a short bond duration, you have more reinvestment risk and less price risk. If you have a short investing horizon and a long bond duration, you have less reinvestment risk and more price risk. Purposefully using one of these mismatches in expectation of specific interest rate behavior is intrinsically betting that your prediction of the future is better than the market’s, which should strike you as unlikely.
- It is fundamentally incorrect to say that bonds must necessarily lose money in a rising rate environment. Bonds only suffer from rising interest rates when those rates are rising faster than expected. Bonds handle low and slow rate increases just fine; look at the period of rising interest rates between 1940 and about 1975, where bonds kept rolling at their par and paid that sweet, steady coupon.
- New bonds bought by a bond index fund in a rising rate environment will be bought at the higher rate, while old ones at the previous lower rate are sold off. You're not stuck with the same yield for your entire investing horizon.
- We know that treasury bonds are an objectively superior diversifier alongside stocks compared to corporate bonds. This is also why I don't use the popular total bond market fund BND. It has been noted that this greater degree of uncorrelation between treasury bonds and stocks is conveniently amplified during periods of market turmoil, which researchers referred to as crisis alpha.
- Again, remember we need and want the greater volatility of long-term bonds so that they can more effectively counteract the downward movement of stocks, which are riskier and more volatile than bonds. We're using them to reduce the portfolio's volatility and risk. In short, more volatile assets make better diversifiers. Dalio seems to be one of the few who truly understand this. Designers of many other lazy portfolios are often using short or intermediate bonds, of which the volatility contribution pales in comparison to that of stocks.
- This one's probably the most important. We're not talking about bonds held in isolation, which would probably be a bad investment right now. We're talking about them in the context of a diversified portfolio alongside stocks, for which they are still the usual flight-to-safety asset during stock downturns. Though they admittedly provided a major boost to this strategy's returns over the last 40 years while interest rates were dropping, a low interest rate environment does not suddenly mean bonds stop doing their job. Even if rising rates mean bonds are a comparatively worse diversifier (for stocks) in terms of future expected returns during that period does not mean they are not still the best diversifier to use.
- Similarly, short-term decreases in bond prices do not mean the bonds are not still doing their job of buffering stock downturns.
- Historically, when treasury bonds moved in the same direction as stocks, it was usually up.
- Interest rates are likely to stay low for a while. Also, there’s no reason to expect interest rates to rise just because they are low. People have been claiming “rates can only go up” for the past 20 years or so and they haven't. They have gradually declined for the last 700 years without reversion to the mean. Negative rates aren't out of the question, and we're seeing them used in some foreign countries.
- Bond convexity means their asymmetric risk/return profile favors the upside.
- Long bonds have beaten stocks over the last 20 years. We also know there have been plenty of periods where the market risk factor premium was negative, i.e. 1-month T Bills beat the stock market – the 15 years from 1929 to 1943, the 17 years from 1966-82, and the 13 years from 2000-12. Largely irrelevant, but just some fun stats for people who for some reason think stocks always outperform bonds.
- Again, I acknowledge that post-Volcker monetary policy, resulting in falling interest rates, has driven the particularly stellar returns of the raging bond bull market since 1982, but I also think the Fed and U.S. monetary policy are fundamentally different since the Volcker era, likely allowing us to altogether avoid runaway inflationary environments like the late 1970’s going forward.
David Swensen summed it up nicely in his book Unconventional Success:
“The purity of noncallable, long-term, default-free treasury bonds provides the most powerful diversification to investor portfolios.”
Ok, bonds rant over. If you still feel some dissonance, the next section may offer some solutions.
Reducing Volatility and Drawdowns and Hedging Against Inflation and Rising Rates
It's unlikely that any of the following will improve the total return of the portfolio, and whether or not they'll improve risk-adjusted return is up for debate, but those concerned about inflation, rising rates, volatility, drawdowns, etc. and/or the future ability of long bonds to adequately serve as an insurance parachute may want to diversify a bit further with some of the following options:
- LTPZ – long term TIPS (inflation-linked bonds).
- SCHP – intermediate TIPS.
- VTIP – short TIPS.
- FNCL – financials (banks tend to do well when interest rates rise because they make more money on loans).
- FAS – 3x financials.
- VWO – emerging markets (diversify outside the U.S.).
- EDC – 3x emerging markets.
- EURL – 3x Europe.
- MCHI – China (lowly correlated to the U.S.).
- YINN – 3x China.
- VNQ – REITs (arguable diversification benefit from “real assets”).
- DRN – 3x REITs.
- EDV – U.S. Treasury STRIPS.
- TYD – 3x intermediate treasuries – less interest rate risk.
- UDOW – 3x the Dow – greater loading on Value and Profitability factors than UPRO.
- TNA – 3x Russell 2000 – small caps for the Size factor.
- TAIL – OTM put options ladder to hedge tail risk. Mostly intermediate treasury bonds and TIPS.
I may explore some new backtests with some of these as added diversifiers in the near future.
What we can say about the portfolio's heavy use of bonds is that rising rates would cause lower returns for this portfolio going forward compared to what it's seen in the past, even if the bonds still help reduce volatility and risk. Investors can mitigate that inflation risk by using TIPS, international stocks, and perhaps a nominal bond barbell using long bonds and short bonds (instead of the prescribed long and intermediate), as short bonds are a decent inflation “hedge” since new bonds at higher rates can be rolled faster.
As I've noted, while gold and broad commodities would almost certainly help weather an inflationary period “better” than just stocks and nominal bonds, I don't have as much confidence in them as a true inflation “hedge,” and I'd much rather use other assets like TIPS and short bonds. In fairness, TIPS weren't even around yet when Dalio first proposed the All Weather Portfolio's components.
Optimal Rebalance Interval
Regular rebalancing is necessary with any of these leveraged portfolios, as the leveraged funds will likely quickly stray from their target allocations. Below I've compared the historical metrics from different rebalance intervals (annually, semi-annually, quarterly, and monthly) for the 3x version using Utilities for the period 1987-2019:
Interval | CAGR | St. Dev. | Max Drawdown | Sharpe |
---|---|---|---|---|
Annually | 22.53% | 22.71% | -39.72% | 0.88 |
Semi-Annually | 22.23% | 21.90% | -38.23% | 0.89 |
Quarterly | 23.17% | 21.69% | -40.37% | 0.93 |
Monthly | 22.06% | 21.52% | -44.34% | 0.90 |
As I suspected, quarterly rebalancing performed the best historically by a decent margin, and would probably be the best choice going forward.
Conclusion
Were I to implement any of these leveraged versions, I'd probably go with the “regular” 3x using Utilities, as the risk parity now with UGL doesn't seem worth the trade-off to me, and rebalance quarterly, using M1 Finance. M1 features dynamic rebalancing so it will automatically direct new deposits to maintain your target allocations until the point at which your portfolio value becomes so high that your regular deposits can't keep things in balance (a great problem to have).
Canadians can find the above ETFs on Questrade or Interactive Brokers. Investors outside North America can use Interactive Brokers.
That doesn't mean you should blindly copy it. I'm relatively young with a long investing horizon and a high risk tolerance. As I said earlier, assess your own personal factors before diving into leveraged funds. The assumption of more risk, especially with the use of leverage, gives you the potential for more reward, but also the potential for greater losses.
In any case, one should deleverage as time passes. If you have a shorter time horizon, if you don't have the stomach for leverage (most don't), or if you simply don't care for any of this more complicated leverage stuff, the “normal,” original All Weather Portfolio up at the top is perfectly fine. As I noted, I'd still swap out the commodities for utilities due to my contempt for the former.
Hopefully it goes without saying that all of the above leveraged options are not ideal for a taxable account due to the need for regular rebalancing.
Which one would you choose? Does the recent market turmoil have you reevaluating your true risk tolerance and considering an “all-weather” approach? Let me know what you think in the comments.
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Disclosures: I am long VWO, TMF, UPRO, and UTSL in my own portfolio.
Interested in more Lazy Portfolios? See the full list here.
Disclaimer: While I love diving into investing-related data and playing around with backtests, this is not financial advice, investing advice, or tax advice. The information on this website is for informational, educational, and entertainment purposes only. Investment products discussed (ETFs, mutual funds, etc.) are for illustrative purposes only. It is not a research report. It is not a recommendation to buy, sell, or otherwise transact in any of the products mentioned. I always attempt to ensure the accuracy of information presented but that accuracy cannot be guaranteed. Do your own due diligence. I mention M1 Finance a lot around here. M1 does not provide investment advice, and this is not an offer or solicitation of an offer, or advice to buy or sell any security, and you are encouraged to consult your personal investment, legal, and tax advisors. Hypothetical examples used, such as historical backtests, do not reflect any specific investments, are for illustrative purposes only, and should not be considered an offer to buy or sell any products. All investing involves risk, including the risk of losing the money you invest. Past performance does not guarantee future results. Opinions are my own and do not represent those of other parties mentioned. Read my lengthier disclaimer here.
Are you nearing or in retirement? Use my link here to get a free holistic financial plan and to take advantage of 25% exclusive savings on financial planning and wealth management services from fiduciary advisors at Retirable to manage your savings, spend smarter, and navigate key decisions.
RickMcKC says
First of all, amazing site – thanks!
In the 2x leveraged version, would there be any value in replacing SSO with SPUU since its expense ratio is .64% vs. .91%?
John Williamson says
Cheaper but far less liquid.
Ayee says
Hey there John, thanks for the writeup. I’m looking at your portfoliovisualizer graphs for the 3x AWP with utilities, and it goes back to the 1980’s. I’m wondering how you backtested it. Do you have a mutual fund or index that goes back to that time? I’m guessing you combined that with the -cashx trick there, but I’m a little curious about the details. When I’m backtesting this sort of stuff, I like using the spdr etfs like XLU, but those came around in the 90’s, so they don’t go back as far.
John Williamson says
Comparable mutual funds like FKUTX for utilities.
lostipod says
I wonder if performance improves with the leveraged versions if the utility part is NOT leveraged. If one puts VPU vs UPW (2x as UTSL doesn’t have enough history) at portfoliovisualizer, performance is about the same (CAGR of 7.08 vs 7.72 but with max drawdown of -38 vs -70). These levered utilities take a long time to recover, both UPW and UTSL are still not back to their pre March 2020 levels, with UTSL only at the halfway point.
John Williamson says
Possibly overfitting. Remember we’re aiming for roughly risk parity weights – and viewing the portfolio holistically instead of looking at each asset in isolation – which requires leverage of one asset if the others are also leveraged.
Row says
Can you explain what you mean by overfitting? I’m confused by your approach to leveraging all assets in the portfolio AFTER calculating risk weighting. Doesn’t leverage affect each asset differently, such that a better approach would be to calculate risk weighting AFTER leveraging? You could then then tweak the size and/or leverage as needed to calibrate risk parity among the assets. As it stands I’m not convinced that your 3x AWP has true risk parity.
John Williamson says
Overfitting means fitting a model too closely to a group of data points to where it’s almost certainly “wrong” and unrealistic, and then further erroneously using that model for future assumptions.
No. If using the same leverage across all assets, it scales linearly. For example, 30/70 is risk parity for stocks and interm. treasury bonds. If we scale both up 3x, risk parity is maintained at 90/210.
Paul Z says
Hi John,
Thank you for such a wonderful article and analysis. Love your website and have learned so much from you!
I thought you might be interested in this paper published in the Journal of Financial Planning:
Opportunistic Rebalancing: A New Paradigm for Wealth Managers
https://carlsoncap.com/wp-content/uploads/JFP_Opportunistic_Rebalancing.pdf
Regarding rebalancing, you mentioned that quarterly rebalancing fared best in your analysis of the 3X Leveraged All Weather Portfolio. Given that the above article showed optimal results with 20% rebalancing bands with relatively short “look intervals” (e.g. 5 to 20 days), does your analysis show that quarterly rebalancing would have worked even better for the 3X Leveraged AWP? Although rebalancing bands performed most favorably in historical research examining standard non-leveraged portfolios, I’m curious if you have examined the use of rebalancing bands when utilizing leveraged portfolios.
Also, when rebalancing one’s portfolio, I have heard that it might be better to avoid the first or last day of the month, to avoid excess volatility/market fluctuations caused by institutional auto-rebalancing which tends to occur at the beginning/end of months. Do you agree with this rationale?
Thanks again for all you do!
Sincerely,
Paul
John Williamson says
Thanks for the kind words and for sharing that paper, Paul! I did not examine the use of bands; they’re likely too complicated for the beginner investor to implement. If I recall correctly, I believe it’s been advantageous historically to use the 1st of the month as a rebalance date, but I could be wrong. I’ll try to remember to look into that and I’ll circle back and reply to your comment again with any info I find.
Paul Z says
Thank you for your prompt response. I appreciate it!
Unfortunately I just found out that my retirement account administrator does not allow purchases of UGL.
I was considering DGP as an alternative, but Schwab has the following description for DGP of “Financial Status Code: C — Creations and/or Redemptions Suspended for Exchange Traded Product”
What are your thoughts regarding using DGP as an alternative to UGL?
John Williamson says
Sounds like DGP might have liquidity issues then. They allow DGP but not UGL?
Paul Z says
The person at Schwab looked into it. Turns out my retirement account administrator does not allow purchases of UGL because the tax documents for that ETF are issued as a K-1.
I ended up purchasing DGP for my 3X Leveraged AWP. The redemptions for DGP are not suspended, they’re just not creating new shares and the daily trading volume is lower than UGL. The price of DGP continues to track UGL nearly identically on all fronts (minute-by-minute, daily, monthly, etc.).
RAC says
Hi John,
Thanks for putting together a great article. You’ve done a lot of legwork here finding options to make up an all weather portfolio for retail investors. I’m having trouble duplicating your results in portfolio visualizer however. Perhaps you could comment?
When I try PDBC in my portfolio, I get a data date limit of January 2015. How did you get commodity data back to 2002? Are you using a different fund or perhaps the asset class analyzer?
If I pull out PDBC, the next date limit that I get is January 201o for vanguards bond funds VGLT and VGIT. And if I pull those out IAU only goes back to 2008.
Any thoughts or assistance that you can provide?
John Williamson says
Older mutual fund equivalents, e.g. VUSTX, VFITX, etc.
Armin Shmilovici says
Hi
Proponents of the “Black Swan” theory suggest that you should also prepare your portfolio to a financial crisis with tail hedging. (either with options or tail hedging funds).
They suggest that with around 3% of the portfolio allocated to tail hedging (with a short re-balancing duration to profit from a financial crisis) you can increase the profit generating part of your portfolio (e.g., more stocks, less bonds) therefor increasing the portfolio growth while reducing its volatility at the same time..
What is your take on that?
Can you check that with your leveraged portfolios?
John Williamson says
I don’t employ market timing, so not for me. A well-diversified portfolio already mitigates tail risk enough for my liking. No need for exotic, usually-expensive tail-risk-specific strategies in my humble opinion. Ones like TAIL end up being more expensive than they’re worth in my opinion. That said, all crystal balls are cloudy.
Wilson Daniel says
In the traditional configuration using unleveraged ETFs VTI(30%), TLT(40%), IEF(15%), DBC(7.5%) AND GLD (7.5%), Could I get sold (shortable) on 100% of the my wallet in SHV and double the bet in the traditional setting?
For example: SHV(-100%), VTI(60%), TLT(48%), IEF(30%), DBC(15%) AND GLD (15%).
It beats the S&P500 with the same volatility, but with half maximum drawdown and with the worst year being only -7.84% in tests since 2008.
Would it be possible to implement in practice?
John Williamson says
Not entirely sure what you’re asking. That’s just 2x leverage, which I showed above already, which you could get via margin or leveraged ETFs.
Lucas says
Great article! Iam very interested in the utilities sector for the low correlation that you mentioned.
Do you have any recommendations on ETFs for utilities? Iam having trouble finding a global utilities ETF.
Thanks for such a good material as always
John Williamson says
Thanks, Lucas! FUTY.
Matthew Evans says
Hi,
Can you please define what you mean by drawdown? Does this mean I’m expected to contribute more cash to the position?
Regards
Matt
John Williamson says
Matt, drawdown just refers to a drop in value. The max drawdown figure is the maximum drop of the portfolio over the backtested period, which is usually a market crash.
Han says
Hello mate,
Love this analysis. What happens to treasury bonds if rates go negative?
Cheers,
Han
John Williamson says
Thanks Han! All else equal, bond prices go up when interest rates fall, as shown here.
Ernesta says
Ahh the benchmark index (Ice Treasury Index) that levered bond ETF imitates do includes the coupon in the pricing of the benchmark:
https://www.theice.com/publicdocs/data/ICE-US-Treasury-Bond-Index-Series-Methodology.pdf
If the 3x bond etf don’t provide distribution like TLT or IEF, I think its because 3x bonds ETF use Total Return Swap on IDCOT7TR index (or IDCOT20TR) that already includes distribution, while TLT or IEF imitates the benchmark return by actually buying the constituents and thus have distributions. What do you think?
Ernesta says
I have the same idea about leveraging these bulletproof portfolio but I notice a possible flaw.
I think the leveraged bond ETF only 3x the NAV of benchmark indices and not the coupon payments from the asset. That would invalidate the argument on “Addressing Concerns Over Bonds point 2, 3, and 4” where higher coupon payment offset the price fall in rising interest rate environment. Unless.. the leverage of the 3x bond ETF use total return swap that includes coupon payments.
I’ve searched the factsheet and prospectus of these 3x bond ETF and still clueless whether they include the coupon or not.
And I don’t know if the benchmark/index price, that the levered ETF used, is the total return (price change + coupon payment) or just the price, What do you think?
*the leveraged treasury ETF portion is still relevant for the crisis alpha situation (run to safe haven).
Andrew says
Hmm, I do see how leveraged funds would amplify losses, and thus could theoretically go down to $0.
Granted, wouldn’t that be reflected in your drawdowns? And since the drawdown is lower than that in the Ginger Ale Portfolio, and similarly, your backtest were through the tech crash and 2008 crash, technically, this 3x AWP portfolio is doing pretty good no?
John Williamson says
Definitely. But the future may look different than the past.
Daniel Kinskey-Lebeda says
The mid-1970’s period of hyperinflation would beg to differ. Especially 1981 when a similar approach would have had you down by as much as 50% in the year 1981. That said, for the risk taken it has performed relatively well as a portfolio. Whether or not the funds close and mess with the entire approach during a period of hyperinflation…. that remains to be seen and is a very real risk with leveraged funds that we can not show through a backtest….
Ernesta says
Hi, do you know where I can get benchmarks with daily return data series for LT and ST Treasury that you use to imitate the returns of these leveraged ETFs before the ETFs inception?
Or maybe you’re kind enough to share your data series for the simulated leveraged ETFs?
John Williamson says
You can download historical data for any index and fund from Yahoo Finance. Just click the Historical Data tab, select time period, and click Download.
Andrew says
This is remarkable.
Curious, I’m comparing your standard portfolio – Ginger Ale Portfolio – and the 3x AWP w/ utility above.
With the caveat that past performance doesn’t imply future performance, am curious why you wouldn’t use the 3x AWP version given that it has better CAGR, lower max drawdowns, higher sharpe, and lower US Market Correlation.
John Williamson says
Because it’s entirely leveraged funds that, in theory, could go to zero. Riskier by its very nature.
Miki says
Great information,.I’m so glad I stumbled upon this! I already have a 403(b), Roth IRA, and a taxable account with M1. I was thinking of investing my emergency fund as my job is very stable (teacher for 20yrs). Do you like the AWP w/utilities for that? Would I just open another taxable account to house my emergency fund? I’m looking for low risk mainly, just trying to beat the 0.5% I get in my ‘high yield” savings account!
John Williamson says
You might enjoy this post on that topic.
Ryan Raker says
Thank you for putting all of this together, I really appreciate seeing your logic! I am trying to compare your 3x AWP W/ Utilities to some other ideas I have, but portfolio visualizer says data is unavailable for some of your time spans. Specifically UTSL only goes back to 2017, UPRO, TYD, ULG & TMF only go back to 2009. How were you able to get reports back to 1987?
John Williamson says
Created simulation data.
Matt says
Great read, thanks for your time you put into this. Well researched and has convinced me to place some money into a few of your strategies.
You have mentioned how the Gold holding may just drag performance. What would you suggest replacing it with? Curious to hear your thoughts.
John Williamson says
Thanks Matt! Can’t argue that gold smooths out the portfolio by decreasing volatility and risk with its uncorrelation to both stocks and bonds, but as you noted, I’m not a big believer in an expected return from it. If we’re buying it as an attempted direct hedge for inflation, TIPS would make more sense in my opinion, but of course there are no leveraged TIPS funds if you meant you’re interested in a leveraged strategy. As I noted, I like Utilities, too. Gold also does seem to hedge against uncertainty though. So it really depends on why you’re buying it.
sak says
Great advice about TIPS. look at: Ray Dalio All Seasons 15 SCHX + 15 VGT + 30 IEF + 30 VTIP 10 GOLD
Then look at the max draw down (half of dalio’s at -3.93%) and worst year at -0.04%!
Am I missing something here? too good to be true?
sak says
THE BEST I TESTED IS:
30% QQQ
40% IEF
30 TLT
sak says
delete vti and put spy + vgt split and notice the worse year
John Williamson says
No thanks. Market is already over 1/4 tech.
Mridul Jadwani says
Firstly I would say Great Article man. Loved every word of it, so detailed explanation with example:).
I just wanted to ask if you compared “3XAWP (Utilities)” with “Hedgefundie”. I am not able to see that and I am confused which one to go with. To me Hedgefundie allocation is very simple (Stocks and Bond) but again I couldnt able to see the comparison of both..
Please provide your comments on this.
Joshua B says
Isn’t holding leveraged ETFs unsafe since they split often? Or is that only got short leveraged ETFs? Thanks.
John Williamson says
No. Why would splitting be a problem? Shareholder value remains unchanged.
Kyle says
In your article that you link when you reference “volatility decay” the math points to the optimal amount of leverage to be 2x over most periods of time compared to 1 or 3x. How does your manually constructed 3x AW backtest perform so much better from a total return standpoint if the former is the case?
John Williamson says
That math is looking at 100% stocks and over a different, longer time period.
Bernard Murt says
Have you tried applying leverage to the Golden Butterfly or other well known portfolios?
John Williamson says
Yes.
Golden Butterfly Portfolio
Permanent Portfolio
James Monroe says
Do you reinvest dividends?
John Williamson says
Yes