Capital Gains Tax Impacts on Trend Following Strategies

Retirement accounts are generally tax deferred, but if you have taxable accounts you should be aware of the tax implications of increased trading frequency.
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Video Summary

In our last post “Defending Your Savings Against Significant Downturns“, we presented results for two trend following methods applied to a basket of the 50 largest (by market capitalization) stock ETFs.

We didn’t address tax implications. (Since the trend following methods buy/sell more frequently than buy-and-hold, the trend following methods will subject you to capital gains taxes.) We have since updated that post with the below to make this explicitly clear:

We are not including the tax impact of capital gains in this analysis. There are three reasons for this:

  1. The focus of this analysis is downside protection, not tax efficiency.
  2. Retirement funds are frequently held in tax-advantaged accounts.
  3. The tax impact is complex to calculate and would require additional assumptions.

That said, the impact may be non-zero and we will address this in a future post, so if you hold significant assets in taxable accounts you can understand the impact of capital gains taxes on trend following performance.

In this post, we WILL address the tax impact of capital gains on trend following strategies.


Tax Impacts are Highly Variable

The problem with including the impact of capital gains is that they are not applicable to tax advantaged accounts (401K, traditional/Roth IRA, HSA, etc.), and are otherwise highly variable.

  • Long term capital gains tax rates: 0%-20%
    • Long term capital gains are taxed at 0% up to income thresholds: $48,350 (Single filers), or $96,700 (Married couples filing jointly)
  • Short term capital gains tax rates: taxed at your ordinary income tax rates, which range from 10% to 37% for the 2025 tax year

Since our prior analysis covered the zero tax case, we will select a short term capital gains rate of 35% and long term capital gains rate of 20% for this analysis. Thus the prior analysis represents a best case, and this a near worst case. (Not the absolute worst case as we selected 35% and not 37% for the short term capital gains tax rate.)

These tax rates are applied to every trade, for each trend following strategy, AND to buy-and-hold results at the end of the analysis period. (Any trades that are open at the conclusion of the analysis are closed and taxes paid at the applicable rate.)

Please reviewDefending Your Savings Against Significant Downturns“ for a description of the trend following methods and details of the analysis. We will not repeat that here, and will just proceed straight to the results.


Performance - Stock ETFs

Maximum Drawdown

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  • Median maximum drawdown results are largely unchanged.
  • Reference: Median Maximum drawdown with zero capital gains taxes
    • Excess return strategy median: -31.6%
    • Moving average strategy median: -30.6%
    • Buy and hold median: -54.9%

CAGR

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  • Median CAGR results decreased for both trend following methods.
    • Excess Returns Strategy median CAGR reduced 1.8%.
    • Moving Average Strategy median CAGR reduced 1.5%.
  • Reference: Median CAGR with zero capital gains taxes
    • Excess return strategy: 10.2%
    • Moving average strategy: 8.3%
    • Buy and hold: 10.3%

Sharpe Ratio

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  • The advantage seen in the sharpe ratio with no taxes has been eliminated.
    • That said, the sharpe ratios are all now quite close, indicating that the loss in CAGR is justifiable considering risk-adjusted returns.
  • Reference: Median Sharpe Ratio with zero capital gains taxes
    • Excess return strategy: 0.67
    • Moving average strategy: 0.65
    • Buy and hold: 0.56

Performance - Bond ETFs

We didn’t cover bonds in our prior analysis, but decided to add them for this analysis. We selected the 100 largest bond ETFs (by market capitalization) for this analysis.

Maximum Drawdown

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  • Median maximum drawdowns are reduced significantly with either trend following strategy, but drawdowns are much less than with stock ETFs.

CAGR

image_5.jpg

  • Median CAGR is better with either trend following strategy than buy-and-hold; substantially better with the Excess Return strategy.

Sharpe Ratio

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  • Sharpe Ratio for the Excess Returns Strategy is significantly higher than buy-and-hold.
  • Sharpe Ratio for the Moving Average Strategy trails buy-and-hold, but not by much.

Takeaways

  • Either trend following method, applied to either stock or bond ETFs, maintains a significant drawdown advantage over buy-and-hold.
  • Our premise of trend following was that it can be used to reduce drawdowns, at the expense of some CAGR.
    • We likened trend following to insurance; the downside protection will cost you a bit of upside.
  • CAGR - Stock ETFs
    • In a tax advantaged account, the Excess Returns Strategy CAGR with stock ETFs was only 0.1% worse than buy-and-hold.
    • With near worst case capital gains tax, the Excess Returns Strategy CAGR is 0.9% worse than buy-and-hold, but the moving average strategy is 2.5% worse than buy-and-hold.
    • Thus the downside protection does come at a cost in accounts that are not tax advantaged.
  • CAGR - Bond ETFs
    • There is no insurance cost; either trend following method does better than buy-and-hold with bond ETFs.
  • The Excess Returns Strategy is the better choice of the two trend following methods.

See the Dashboard page for more trend following results and reports.


Aggregate Report at Time of Publishing

The data that is published to the Pro Dashboard will change each day it is updated. Below you can download the aggregate trade analysis at the time this post was written.

Download PDF - Bond ETF Aggregate Report
Download PDF - Stock ETF Aggregate Report

Subscriber Access to All Results, Updated Daily

If you enjoyed this post and would like to follow along, we have shared all results with paid subscribers via our Premium Dashboard. If you already paid for a subscription to AlgorithmicFIRE.com, you have access.

Those results include:

  • Results for the 100 largest (market capitalization) stock ETFs.
  • Results for the 100 largest (market capitalization) stocks.
  • Results for the 100 largest (market capitalization) bond ETFs.
  • If there are other results you’d like reported on, and you’re a paid subscriber, contact us at algorithmicfire@gmail.com

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View Video Transcript

You probably heard about trend following strategies, right? They come with this huge promise to protect your portfolio from those absolutely gut-wrenching market crashes. It sounds fantastic in theory, but well, there's always a catch, isn't there? In this case, it's taxes. So, today we are diving deep into the data to answer one critical question. After the tax man takes his cut, is this portfolio insurance really worth it? All right, let's start with that fundamental fear. You know, the one that keeps every investor up at night. You've worked hard. You've built your portfolio. You're doing the whole buy and hold thing, but in the back of your mind, you can't help but wonder what happens when the next big crash hits. Is there any way to sidestep a truly catastrophic loss? Well, this is where an alternative idea comes into play. Trend following. The concept is actually pretty simple. Get in when the market is trending up and get out when it starts to head south. It's often pitched as a type of portfolio insurance, a way to shield your capital when things get ugly. But just like any insurance policy, you have to wonder what's the premium. So, here's our game plan. We're going to start with that promise of protection. Then, we'll dig into the hidden cost, taxes. After that, we'll run a serious stress test on stocks, then see if the story changes when we look at bonds, and finally, we'll lay out the final verdict on whether this whole strategy can actually survive a run-in with the tax code. So, what is the catch? Well, the very heart of trend following means you're buying and selling way more often than a simple buy and hold investor. And in a regular taxable account, every single time you sell for a profit, you trigger a tax event. This is the hidden cost we really need to get to the bottom of. Okay, just a quick refresher. So we're all on the same page. Capital gains tax is just what it sounds like. It's the tax you owe on your profits. You buy an ETF for 100 bucks, you sell it later for 150. Well, that $50 is your gain and the government wants a piece of that action. The big question is how big of a piece? And this is exactly why frequent trading becomes a huge tax problem. If you hold an asset for less than a year, your profit gets taxed as a short-term gain. That means it's taxed at your higher ordinary income tax rate. But if you hold it for over a year, it qualifies as a long-term gain, which gets much, much better tax rates. Trend following, well, it's going to generate a whole lot more of those really expensive short-term gains. Now, to really put this to the test, the source material set up a seriously tough scenario. We're totally ignoring tax advantaged accounts like 401ks or IAS. We're also assuming a high tax bracket, hitting every trade with a whopping 35% tax on short-term gains and 20% on long-term. This isn't a best case scenario. It's a near worst case, which honestly makes the results we're about to see even more powerful. All right, game time. Let's start with stocks. We're looking at a whole basket of the largest stock ETFs out there. The question is simple. Does the downside protection you get from trend following actually outweigh the tax drag from all that extra trading? First up, the good news. And it's really good news. The core promise of protection. It absolutely holds up even after taxes. A simple buy and hold strategy saw a median maximum loss of a jaw-dropping 55% during a crash. But the trend following strategies, they cut that loss all the way down to around 33%. I mean, that is a massive difference. The insurance is definitely working. But, and you knew there was a buck coming. Here's the trade-off. That safety has a price tag, and that price is overall performance. As soon as we factor in those high tax rates, the median annual growth for the trend strategies actually dips below buy and hold. You're giving up some of that upside, that 9.3% median from buy and hold to get that downside protection. So, let's just focus on this one number for a second, 8.4%. This is the median after tax return for the better of the two trend strategies tested, which is called the excess return method. Now, 8.4% 4% isn't bad, but it is almost a full percentage point lower than just buying and holding. This is the premium you're paying for your insurance. And finally, what about on a risk adjusted basis? You know, how much bang are you getting for your buck? We look at the sharp ratio for that. Before taxes, trend following had a really clear edge. But after taxes, poof, that advantage completely disappears. The median sharp ratios for all three strategies end up clustered right around 0.56. So for stocks, the tax drag completely wipes out that riskadjusted advantage. Okay, so for stocks, it's a classic insurance story. You pay a premium for protection. But what happens if we run the exact same test on bond ETFs? Are we going to see the same tradeoff or does something totally different happen? Let's find out. So first, let's check the downside protection. And yep, just like with stocks, trend following does its job beautifully. The median draw down for buy and hold was almost 18%. But the trend strategies, they chopped that down significantly to around 11%. So check one, the insurance part is still very very effective for bonds. And this this is where the story completely flips on its head. Remember how trend following lagged on returns for stocks? Well, with bonds, it's the complete opposite. The best trend strategy delivered a median after tax return of 3.1% that's over a full percentage point higher than buy and holds 2.0. This is the key finding right here. With bonds, you get the protection and you get better performance. It's like the insurance company is paying you. And the risk adjusted numbers. They just confirm the incredible story for bonds. The best trend strategy has a median sharp ratio of 69 which is way higher than buy and holds.59. It is not a close call, not like it was with stocks. For bonds, trend following is the clear undisputed winner even after we account for taxes. Okay, we've just seen two very, very different stories. One for stocks and one for bonds. So, let's bring it all together, land this plane, and figure out what the final verdict is for using these strategies in a real world taxable account. You know, the whole idea we started with is captured perfectly in this quote from the source material. The thinking was trend following is like insurance. The downside protection is going to cost you a little bit of upside. And for stocks, hey, that's exactly what we saw happen. This little table really says it all, doesn't it? For stocks, you get significant protection, but you pay that premium with lower returns. But for bonds, the story is completely different. You get the same great protection, but your returns are actually higher. It's like getting free insurance that pays you a dividend just for having it. Oh, and one more really clear takeaway from all this data. Across both stocks and bonds, the excess return strategy consistently did better than the other method tested, the moving average method, especially after taxes. So, if you were going to implement a trend strategy, this analysis points to a pretty clear favorite. So, if you're going to remember anything from this, let's make it these four crucial takeaways. First, for stocks, that portfolio insurance comes at a price. Second, for bonds, you actually get paid to be protected, which is just amazing. Third, and this is maybe the most important point, the after tax benefit of trend following is completely different depending on the asset class. And finally, the specific strategy you choose really, really matters. And all of that leaves us with one final question, which is really a personal one for you. When it comes to your stocks, knowing that you're paying a small performance premium to avoid a potential 55% crash, is that a price you're willing to pay for a better night's sleep? The data gives us the trade-offs, but in the end, the final decision is all yours.