Taxes
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How Our Tax Coordination Feature Can Boost Your Returns
Our spin on asset location can help shelter retirement investment growth from some taxes.
How Our Tax Coordination Feature Can Boost Your Returns Our spin on asset location can help shelter retirement investment growth from some taxes. Taxes. You may try to think of them as little as possible, but they’re on our minds a lot. Especially when they relate to investments. That’s because we’re always looking to maximize our customers’ potential take-home returns—and key to that pursuit is minimizing how big of a bite taxes take. On that front, our Tax Coordination feature is a fully-automated approach to an investment strategy known as asset location—and it’s available at no additional cost. If you’re saving for retirement in more than one type of account, then asset location in general, and our spin on it specifically, can help to increase your after-tax expected returns without taking on additional risk. Here’s how. How Tax Coordination works Many Americans wind up saving for retirement in some combination of three account types: Taxable Tax-deferred (Traditional 401(k) or IRA) Tax-exempt (Roth 401(k) or Roth IRA) Each type of account gets a different tax treatment, and different assets are taxed differently as well. These rules make certain investments a better fit for one account type over another. Returns in IRAs and 401(k)s, for example, don’t get taxed annually, so they generally shelter growth from tax better than a taxable account. We’d rather shield assets that lose more to tax in these types of retirement accounts, assets such as bonds, whose dividends are usually taxed annually and at a high rate. In the taxable account, however, we’d generally prefer to have assets that don’t get taxed as much, assets such as stocks, whose growth in value (“capital gains”) is taxed at a lower rate and crucially only when they’re “realized,” or in other words, when they’re sold at a higher price than what you paid for them. Wisely applying this strategy to a globally-diversified portfolio can get complicated quickly. Check out our full Asset Location methodology if you’re curious what that complexity looks like—or keep reading for more of the simplified explanation. The big picture diversification of asset location When investing in more than one account, many people select the same portfolio in each one. This is easy to do, and when you add everything up, you get the same portfolio, only bigger. To illustrate this approach, here’s what it looks like with a hypothetical asset allocation of 70% stocks and 30% bonds. The different shades of green represent various types of stocks, and the different shades of blue represent various types of bonds. But as long as all the accounts add up to the portfolio we want, each individual account on its own doesn’t have to mirror that portfolio. Each asset can go in the account where it makes the most sense from a tax perspective. As long as we still have the same portfolio when we add up the accounts, we can increase the after-tax expected return without taking on more risk. This is asset location in action, and here’s what it looks like, again for illustrative purposes: This is the same overall portfolio as we originally showed, except we redistributed the assets unevenly to reduce taxes. Note that the aggregate allocation is still a 70/30 split of stocks and bonds. The concept of asset location isn’t new. Advisors and sophisticated do-it-yourself investors have been implementing some version of this strategy for years. But squeezing it for more benefit is very mathematically-complex. It means making necessary adjustments along the way, especially after making deposits to any of the accounts. Our expert-built technology handles all of the complexity in a way that a manual approach just can’t match. Our rigorous research and testing, as outlined in our Asset Location methodology, demonstrates that accounts managed by Tax Coordination are expected to yield meaningfully higher after-tax returns than uncoordinated accounts. How to benefit from Betterment’s Tax Coordination To benefit from from our Tax Coordination feature, you first need to be a Betterment customer with a balance in at least two of the following types of Betterment accounts: Taxable account Tax-deferred account: A Traditional IRA or a Betterment Traditional 401(k) offered by your employer. Tax-exempt account: A Roth IRA or a Betterment Roth 401(k) offered by your employer. Note that you can only include a 401(k) in a goal using Tax Coordination if it’s one we manage on behalf of your current or former employer. If your employer doesn’t currently use Betterment to provide their 401(k) plan, tell them to give us a look at betterment.com/work! If you have an old 401(k) with a previous employer, you can still benefit from our Tax Coordination feature by rolling it over to a Betterment IRA. For step-by-step instructions on how to set up Tax Coordination in your Betterment account, as well as answers to frequently asked questions, head on over to our Help Center. Or if you’re not yet a Betterment customer, get started by signing up today. -
How To Plan Your Taxes When Investing
Tax planning should happen year round. Here are some smart moves to consider that can help you ...
How To Plan Your Taxes When Investing Tax planning should happen year round. Here are some smart moves to consider that can help you save money now—and for years to come. Editor’s note: We’re about to dish on taxes and investing in length, but please keep in mind Betterment isn’t a tax advisor, nor should any information here be considered tax advice. Please consult a tax professional for advice on your specific situation. In 1 minute No one wants to pay more taxes than they have to. But as an investor, it’s not always clear how your choices change what you may ultimately owe to the IRS. Consider these strategies that can help reduce your taxes, giving you more to spend or invest as you see fit. Max out retirement accounts: The more you invest in your IRA and/or 401(k), the more tax benefits you receive. So contribute as much as you’re able to. Consider tax loss harvesting: When your investments lose value, you have the opportunity to reduce your tax bill. Selling depreciated assets lets you deduct the loss to offset other investment gains or decrease your taxable income. You can do this for up to $3,000 worth of losses every year, and additional losses can count toward future years. Rebalance your portfolio with cash flows: To avoid realizing gains before you may need to, try to rebalance your portfolio without selling any existing investments. Instead, use cash flows, including new deposits and dividends, to adjust your portfolio’s allocation. Consider a Roth conversion: You can convert all or some of traditional IRA into a Roth IRA at any income level and at any time. You’ll pay taxes upfront, but when you retire, your withdrawals are tax free. It’s worth noting that doing so is a permanent change, and it isn’t right for everyone. We recommend consulting a qualified tax advisor before making the decision. Invest your tax refund: Tax refunds can feel like pleasant surprises, but in reality they represent a missed opportunity. In practice, they mean you’ve been overpaying Uncle Sam throughout the year, and only now are you getting your money back. If you can, make up for this lost time by investing your refund right away. Donate to charity: Giving to causes you care about provides tax benefits. Donate in the form of appreciated investments instead of cash, and your tax-deductible donation can also help you avoid paying taxes on capital gains. In 5 minutes Taxes are complicated. It’s no wonder so many people dread tax season. But if you only think about them at the start of the year or when you look at your paycheck, you could be missing out. As an investor, you can save a lot more in taxes by being strategic with your investments throughout the year. In this guide, we’ll: Explain how you can save on taxes with strategic investing Examine specific tips for tax optimization Consider streamlining the process via automation Max out retirement accounts every year Retirement accounts such as IRAs and 401(k)s come with tax benefits. The more you contribute to them, the more of those benefits you enjoy. Depending on your financial situation, it may be worth maxing them out every year. The tax advantages of 401(k)s and IRAs come in two flavors: Roth and traditional. Contributions to Roth accounts are made with post-tax dollars, meaning Uncle Sam has already taken a cut. Contributions to traditional accounts, on the other hand, are usually made with pre-tax dollars. These two options effectively determine whether you pay taxes on this money now or later. So, which is better, Roth or Traditional? The answer depends on how much money you expect to live on during retirement. If you think you’ll be in a higher tax bracket when you retire (because you’ll be withdrawing more than you currently make each month), then paying taxes now with a Roth account can keep more in your pocket. But if you expect to be in the same or lower tax bracket when you retire, then pushing your tax bill down the road via a Traditional retirement account may be the better route. Use tax loss harvesting throughout the year Some of your assets will decrease in value. That’s part of investing. But tax loss harvesting is designed to allow you to use losses in your taxable (i.e. brokerage) investing accounts to your advantage. You gain a tax deduction by selling assets at a loss. That deduction can offset other investment gains or decrease your taxable income by up to $3,000 every year. And any losses you don’t use rollover to future years. Traditionally, you’d harvest these losses at the end of the year as you finalize your deductions. But then you could miss out on other losses throughout the year. Continuously monitoring your portfolio lets you harvest losses as they happen. This could be complicated to do on your own, but automated tools make it easy. At Betterment, we offer Tax Loss Harvesting+ at no extra cost. Once you determine if Tax Loss Harvesting+ is right for you (Betterment will ask you a few questions to help you determine this), all you have to do is enable it, and this feature looks for opportunities regularly, seeking to help increase your after-tax returns.* Keep in mind, however, that everyone’s tax situation is different—and Tax Loss Harvesting+ may not be suitable for yours. In general, we don’t recommend it if: Your future tax bracket will be higher than your current tax bracket. You can currently realize capital gains at a 0% tax rate. You’re planning to withdraw a large portion of your taxable assets in the next 12 months. You risk causing wash sales due to having substantially identical investments elsewhere. Rebalance your portfolio with cash flows As the market ebbs and flows, your portfolio can drift from its target allocation. One way to rebalance your portfolio is by selling assets, but that can cost you in taxes. A more efficient method for rebalancing is to use cash flows like new deposits and dividends you’ve earned. This can help keep your allocation on target while keeping taxes to a minimum. Betterment can automate this process, automatically monitoring your portfolio for rebalancing opportunities, and efficiently rebalancing your portfolio throughout the year once your account has reached the balance threshold. Consider getting out of high-cost investments Sometimes switching to a lower-cost investment firm means having to sell investments, which can trigger taxes. But over time, high-fee investments could cost you more than you’d pay in taxes to move to a lower cost money manager. For example, if selling a fund will cost you $1,000 in taxes, but you will save $500 per year in fees, you can break even in just two years. If you plan to be invested for longer than that, switching can be a savvy investment move. Consider a Roth conversion The IRS limits who can contribute to a Roth IRA based on income. But there’s no income limit for converting your traditional IRA into a Roth IRA. It’s not for everyone, and it does come with some potential pitfalls, but you have good reasons to consider it. A Roth conversion could: Lower the taxable portion of the conversion due to after-tax contributions made previously Lower your tax rates Put you in a lower tax bracket than normal due to retirement or low-income year Provide tax-free income in retirement or for a beneficiary Provide an opportunity to use an AMT (alternative minimum tax) credit carryover Provide an opportunity to use an NOL (net operating loss) carryover If you decide to convert your IRA, don’t wait until December—you’d miss out on 11 months of potential tax-free growth. Generally, the earlier you do your conversion the better. That said, Roth conversions are permanent, so be certain about your decision before making the change. It’s worth speaking with a qualified tax advisor to determine whether a Roth conversion is right for you. Invest your tax refund It might feel nice to receive a tax refund, but it usually means you’ve been overpaying your taxes throughout the year. That’s money you could have been investing! If you get a refund, consider investing it to make up for lost time. Depending on the size of your refund, you may want to resubmit your Form W-4 to your employer to adjust the amount of taxes withheld from each future paycheck. The IRS offers a Tax Withholding Estimator to help you get your refund closer to $0. Then you could increase your 401(k) contribution by that same amount. You won’t notice a difference in your paycheck, but it can really add up in your retirement account. Donate to charity It’s often said that it’s better to give than to receive. This is doubly true when charitable giving provides tax benefits in addition to the feeling of doing good. You can optimize your taxes while supporting your community or giving to causes you care about. To donate efficiently, consider giving away appreciated investments instead of cash. Then you avoid paying taxes on capital gains, and the gift is still tax deductible. You’ll have to itemize your deductions above the standard deduction, so you may want to consider “bunching” two to five years’ worth of charitable contributions. Betterment’s Charitable Giving can help streamline the donation process by automatically identifying the most appreciated long-term investments and partnering directly with highly-rated charities across a range of causes. -
Tax Loss Harvesting+ Methodology
Tax loss harvesting is a sophisticated technique to get more value from your investments—but ...
Tax Loss Harvesting+ Methodology Tax loss harvesting is a sophisticated technique to get more value from your investments—but doing it well requires expertise. TABLE OF CONTENTS Navigating the Wash Sale Rule The Betterment Solution TLH+ Model Calibration Best Practices for TLH+ How we calculate the value of TLH+ Conclusion There are many ways to get your investments to work harder for you— diversification, downside risk management, and an appropriate mix of asset classes tailored to your recommended allocation. Betterment does this automatically via its ETF portfolios. But there is another way to help you get more out of your portfolio—using investment losses to improve your after-tax returns with a method called tax loss harvesting. In this article, we introduce Betterment’s Tax Loss Harvesting+™ (TLH+™): a sophisticated, fully automated tool that Betterment customers can choose to enable. Betterment’s TLH+ service scans portfolios regularly for opportunities (temporary dips that result from market volatility) for opportunities to realize losses which can be valuable come tax time. While the concept of tax loss harvesting is not new for wealthy investors, TLH+ utilizes a number of innovations that typical implementations may lack. It takes a holistic approach to tax-efficiency, seeking to optimize user-initiated transactions in addition to adding value through automated activity, such as rebalances. What is tax loss harvesting? Capital losses can lower your tax bill by offsetting gains, but the only way to realize a loss is to sell the depreciated asset. However, in a well-allocated portfolio, each asset plays an essential role in providing a piece of total market exposure. For that reason, an investor should not want to give up potential expected returns associated with each asset just to realize a loss. At its most basic level, tax loss harvesting is selling a security that has experienced a loss—and then buying a correlated asset (i.e. one that provides similar exposure) to replace it. The strategy has two benefits: it allows the investor to “harvest” a valuable loss, and it keeps the portfolio balanced at the desired allocation. How can it lower your tax bill? Capital losses can be used to offset capital gains you’ve realized in other transactions over the course of a year—gains on which you would otherwise owe tax. Then, if there are losses left over (or if there were no gains to offset), you can offset up to $3,000 of ordinary income for the year. If any losses still remain, they can be carried forward indefinitely. Tax loss harvesting is primarily a tax deferral strategy, and its benefit depends entirely on individual circumstances. Over the long run, it can add value through some combination of these distinct benefits that it seeks to provide: Tax deferral: Losses harvested can be used to offset unavoidable gains in the portfolio, or capital gains elsewhere (e.g., from selling real estate), deferring the tax owed. Savings that are invested may grow, assuming a conservative growth rate of 5% over a 10-year period, a dollar of tax deferred would be worth $1.63. Even after belatedly parting with the dollar, and paying tax on the $0.63 of growth, you’re ahead. Pushing capital gains into a lower tax rate: If you’ve realized short-term capital gains (STCG) this year, they’ll generally be taxed at your highest rate. However, if you’ve harvested losses to offset them, the corresponding gain you owe in the future could be long-term capital gain (LTCG). You’ve effectively turned a gain that would have been taxed up to 50% today into a gain that will be taxed more lightly in the future (up to 30%). Converting ordinary income into long-term capital gains: A variation on the above: offsetting up to $3,000 from your ordinary income shields that amount from your top marginal rate, but the offsetting future gain will likely be taxed at the LTCG rate. Permanent tax avoidance in certain circumstances: Tax loss harvesting provides benefits now in exchange for increasing built-in gains, subject to tax later. However, under certain circumstances (charitable donation, bequest to heirs), these gains may avoid taxation entirely. Navigating the Wash Sale Rule Summary: Wash sale rule management is at the core of any tax loss harvesting strategy. Unsophisticated approaches can detract from the value of the harvest or place constraints on customer cash flows in order to function. At a high level, the so-called “wash sale rule” disallows a loss from selling a security if a “substantially identical” security is purchased 30 days after or before the sale. The rationale is that a taxpayer should not enjoy the benefit of deducting a loss if they did not truly dispose of the security. The wash sale rule applies not just to situations when a “substantially identical” purchase is made in the same account, but also when the purchase is made in the individual’s IRA/401(k) account, or even in a spouse’s account. This broad application of the wash sale rule seeks to ensure that investors cannot utilize nominally different accounts to maintain their ownership, and still benefit from the loss. A wash sale involving an IRA/401(k) account is particularly unfavorable. Generally, a “washed” loss is postponed until the replacement is sold, but if the replacement is purchased in an IRA/401(k) account, the loss is permanently disallowed. If not managed correctly, wash sales can undermine tax loss harvesting. Handling proceeds from the harvest is not the sole concern—any deposits made in the following 30 days (whether into the same account, or into the individual’s IRA/401(k)) also need to be allocated with care. Avoiding the wash The simplest way to avoid triggering a wash sale is to avoid purchasing any security at all for the 30 days following the harvest, keeping the proceeds (and any inflows during that period) in cash. This approach, however, would systematically keep a portion of the portfolio out of the market. Over the long term, this “cash drag” could hurt the portfolio’s performance. More advanced strategies repurchase an asset with similar exposure to the harvested security that is not “substantially identical” for purposes of the wash sale rule. In the case of an individual stock, it is clear that repurchasing stock of that same company would violate the rule. Less clear is the treatment of two index funds from different issuers (e.g., Vanguard and Schwab) that track the same index. While the IRS has not issued any guidance to suggest that such two funds are “substantially identical,” a more conservative approach when dealing with an index fund portfolio would be to repurchase a fund whose performance correlates closely with that of the harvested fund, but tracks a different index. TLH+ is generally designed around this index-based logic, although it cannot avoid potential wash sales arising from transactions in tickers that track the same index where one of the tickers is not currently a primary, secondary, or tertiary ticker (as those terms are defined in this white paper). This situation could arise, for example, when other tickers are transferred to Betterment or where they were previously a primary, secondary, or tertiary ticker. Additionally, for some portfolios constructed by third parties (e.g., Vanguard, Blackrock, or Goldman Sachs), certain secondary and tertiary tickers track the same index. Certain asset classes in portfolios constructed by third parties (e.g., Vanguard, Blackrock, or Goldman Sachs) do not have tertiary tickers, such that permanently disallowed losses could occur if there were overlapping holdings in taxable and tax-advantaged accounts. Selecting a viable replacement security is just one piece of the accounting and optimization puzzle. Manually implementing a tax loss harvesting strategy is feasible with a handful of securities, little to no cash flows, and infrequent harvests. Assets may however dip in value but potentially recover by the end of the year, therefore annual strategies or infrequent harvests may leave many losses on the table. The wash sale management and tax lot accounting necessary to support more frequent harvesting quickly becomes overwhelming in a multi-asset portfolio—especially with regular deposits, dividends, and rebalancing. An effective loss harvesting algorithm should be able to maximize harvesting opportunities across a full range of volatility scenarios, without sacrificing the investor’s global asset allocation. It should reinvest harvest proceeds into correlated alternate assets, all while handling unforeseen cash inflows from the investor without ever resorting to cash positions. It should also be able to monitor each tax lot individually, harvesting individual lots at an opportune time, which may depend on the volatility of the asset. TLH+ was created because no available implementations seemed to solve all of these problems. Existing strategies and their limitations Every tax loss harvesting strategy shares the same basic goal: to maximize a portfolio’s after-tax returns by realizing built-in losses while minimizing the negative impact of wash sales. Approaches to tax loss harvesting differ primarily in how they handle the proceeds of the harvest to avoid a wash sale. Below are the three strategies commonly employed by manual and algorithmic implementations. After selling a security that has experienced a loss, existing strategies would likely have you … Existing strategy Problem Delay reinvesting the proceeds of a harvest for 30 days, thereby ensuring that the repurchase will not trigger a wash sale. While it’s the easiest method to implement, it has a major drawback: no market exposure—also called cash drag. Cash drag hurts portfolio returns over the long term, and could offset any potential benefit from tax loss harvesting. Reallocate the cash into one or more entirely different asset classes in the portfolio. This method throws off an investor’s desired asset allocation. Additionally, such purchases may block other harvests over the next 30 days by setting up potential wash sales in those other asset classes. Switch back to original security after 30 days from the replacement security. Common manual approach, also used by some automated investing services. A switchback can trigger short-term capital gains when selling the replacement security, reducing the tax benefit of the harvest. Even worse, this strategy can leave an investor owing more tax than if it did nothing. The hazards of switchbacks In the 30 days leading up to the switchback, two things can happen: the replacement security can drop further, or go up. If it goes down, the switchback will realize an additional loss. However, if it goes up, which is what any asset with a positive expected return is expected to do over any given period, the switchback will realize short-term capital gains (STCG)—kryptonite to a tax-efficient portfolio management strategy. An attempt to mitigate this risk could be setting a higher threshold based on volatility of the asset class—only harvesting when the loss is so deep that the asset is unlikely to entirely recover in 30 days. Of course, there is still no guarantee that it will not, and the price paid for this buffer is that your lower-yielding harvests will also be less frequent than they could be with a more sophisticated strategy. Examples of negative tax arbitrage Negative tax arbitrage with automatic 30-day switchback An automatic 30-day switchback can destroy the value of the harvested loss, and even increase tax owed, rather than reduce it. A substantial dip presents an excellent opportunity to sell an entire position and harvest a long-term loss. Proceeds will then be re-invested in a highly correlated replacement (tracking a different index). 30 days after the sale, the dip proved temporary and the asset class more than recovered. The switchback sale results in STCG in excess of the loss that was harvested, and actually leaves the investor owing tax, whereas without the harvest, they would have owed nothing. Due to a technical nuance in the way gains and losses are netted, the 30- day switchback can result in negative tax arbitrage, by effectively pushing existing gains into a higher tax rate. When adding up gains and losses for the year, the rules require netting of like against like first. If any long-term capital gain (LTCG) is present for the year, you must net a long-term capital loss (LTCL) against that first, and only then against any STCG. Negative tax arbitrage when unrelated long-term gains are present Now let’s assume the taxpayer realized a LTCG. If no harvest takes place, the investor will owe tax on the gain at the lower LTCG rate. However, if you add the LTCL harvest and STCG switchback trades, the rules now require that the harvested LTCL is applied first against the unrelated LTCG. The harvested LTCL gets used up entirely, exposing the entire STCG from the switchback as taxable. Instead of sheltering the highly taxed gain on the switchback, the harvested loss got used up sheltering a lower-taxed gain, creating far greater tax liability than if no harvest had taken place. In the presence of unrelated transactions, unsophisticated harvesting can effectively convert existing LTCG into STCG. Some investors regularly generate significant LTCG (for instance, by gradually diversifying out of a highly appreciated position in a single stock). It’s these investors, in fact, who would benefit the most from effective tax loss harvesting. Negative tax arbitrage with dividends Negative tax arbitrage can result in connection with dividend payments. If certain conditions are met, some ETF distributions are treated as “qualified dividends”, taxed at lower rates. One condition is holding the security for more than 60 days. If the dividend is paid while the position is in the replacement security, it will not get this favorable treatment: under a rigid 30-day switchback, the condition can never be met. As a result, up to 20% of the dividend is lost to tax (the difference between the higher and lower rate). The Betterment Solution Summary: Betterment’s TLH+ approaches tax-efficiency holistically, seeking to optimize transactions, including customer activity. The benefits TLH+ seeks to deliver, include: No exposure to short-term capital gains in an attempt to harvest losses. Through our proprietary Parallel Position Management (PPM) system, a dual-security asset class approach enforces preference for one security without needlessly triggering capital gains in an attempt to harvest losses, all without putting constraints on customer cash flows. No negative tax arbitrage traps associated with less sophisticated harvesting strategies (e.g., 30-day switchback), making TLH+ especially suited for those generating large long-term capital gains on an ongoing basis. Zero cash drag. With fractional shares and seamless handling of all inflows during wash sale windows, every dollar of your ETF portfolio is invested.. Tax loss preservation logic extended to user-realized losses, not just harvested losses, automatically protecting both from the wash sale rule. In short, user withdrawals always sell any losses first. No disallowed losses through overlap with a Betterment IRA/401(k). We use a tertiary ticker system to eliminate the possibility of permanently disallowed losses triggered by subsequent IRA/401(k) activity.² This makes TLH+ ideal for those who invest in both taxable and tax-advantaged accounts. Harvests also take the opportunity to rebalance across all asset classes, rather than re-invest solely within the same asset class. This further reduces the need to rebalance during volatile stretches, which means fewer realized gains, and higher tax alpha. Through these innovations, TLH+ creates significant value over manually-serviced or less sophisticated algorithmic implementations. TLH+ is accessible to investors —fully automated, effective, and at no additional cost. Parallel securities To ensure that each asset class is supported by optimal securities in both primary and alternate (secondary) positions, we screened by expense ratio, liquidity (bid-ask spread), tracking error vs. benchmark, and most importantly, covariance of the alternate with the primary.1 While there are small cost differences between the primary and alternate securities, the cost of negative tax arbitrage from tax-agnostic switching vastly outweighs the cost of maintaining a dual position within an asset class. TLH+ features a special mechanism for coordination with IRAs/401(k)s that requires us to pick a third (tertiary) security in each harvestable asset class (except in municipal bonds, which are not in the IRA/401(k) portfolio). While these have a higher cost than the primary and alternate, they are not expected to be utilized often, and even then, for short durations (more below in IRA/401(k) protection). Parallel Position Management As demonstrated, the unconditional 30-day switchback to the primary security is problematic for a number of reasons. To fix those problems, we engineered a platform to support TLH+, which seeks to tax-optimize user and system-initiated transactions: the Parallel Position Management (PPM) system. PPM allows each asset class to contain a primary security to represent the desired exposure while maintaining alternate and tertiary securities that are closely correlated securities, should that result in a better after-tax outcome. PPM provides several improvements over the switchback strategy. First, unnecessary gains are minimized if not totally avoided. Second, the parallel security (could be primary or alternate) serves as a safe harbor to minimize wash sales—not just from harvest proceeds, but any cash inflows. Third, the mechanism seeks to protect not just harvested losses, but losses realized by the customer as well. PPM not only facilitates effective opportunities for tax loss harvesting, but also extends maximum tax-efficiency to customer-initiated transactions. Every customer withdrawal is a potential harvest (losses are sold first). And every customer deposit and dividend is routed to the parallel position that would minimize wash sales, while shoring up the target allocation. PPM has a preference for the primary security when rebalancing and for all cash flow events—but always subject to tax considerations. This is how PPM behaves under various conditions: Transaction PPM behavior Withdrawals and sales from rebalancing Sales default out of the alternate position (if such a position exists), but not at the expense of triggering STCG—in that case, PPM will sell lots of the primary security first. Rebalancing will attempt to stop short of realizing STCG. Taxable gains are minimized at every decision point—STCG tax lots are the last to be sold on a user withdrawal. Deposits, buys from rebalancing, and dividend reinvestments PPM directs inflows to underweight asset classes, and within each asset class, into the primary, unless doing so incurs greater wash sale costs than buying the alternate. Harvest events TLH+ harvests can come out of the primary into the alternate, or vice versa, depending on which harvest has a greater expected value. After an initial harvest, it could make sense at some point to harvest back into the primary, to harvest more of the remaining primary into the alternate, or to do nothing. Harvests that would cause more washed losses than realized losses are minimized if not totally avoided. Wash sale management Managing cash flows across both taxable and IRA/401(k) accounts without needlessly washing realized losses is a complex problem. TLH+ operates without constraining the way that customers prefer contributing to their portfolios, and without resorting to cash positions. With the benefit of parallel positions, it weighs wash sale implications of every deposit and withdrawal and dividend reinvestment, and seeks to systematically choose the optimal investment strategy. This system protects not just harvested losses, but also losses realized through withdrawals. Avoiding wash sale through tertiary tickers in IRA/401(k) Because IRA/401(k) wash sales are particularly unfavorable—the loss is disallowed permanently—TLH+ ensures that no loss realized in the taxable account is washed by a subsequent deposit into a Betterment IRA/401(k) with a tertiary ticker system in IRA/401(K) and no harvesting is done in IRA/401(k). Let’s look at an example of how TLH+ handles a potentially disruptive IRA inflow with a tertiary ticker when there are realized losses to protect, using real market data for a Developed Markets asset class. The customer starts with a position in VEA, the primary security, in both the taxable and IRA accounts. We harvest a loss by selling the entire taxable position, and then repurchasing the alternate security, SCHF. Loss Harvested in VEA Two weeks pass, and the customer makes a withdrawal from the taxable account (the entire SCHF position, for simplicity), intending to fund the IRA. In those two weeks, the asset class dropped more, so the sale of SCHF also realized a loss. The VEA position in the IRA remains unchanged. Customer Withdrawal Sells SCHF at a Loss A few days later, the customer contributes to his IRA, and $1,000 is allocated to the Developed Markets asset class, which already contains some VEA. Despite the fact that the customer no longer holds any VEA or SCHF in his taxable account, buying either one in the IRA would permanently wash a valuable realized loss. The Tertiary Ticker System automatically allocates the inflow into the third option for developed markets, IEFA. IRA Deposit into Tertiary Ticker Both losses have been preserved, and the customer now holds VEA and IEFA in his IRA, maintaining desired allocation at all times. Because no capital gains are realized in an IRA/401(k), there is no harm in switching out of the IEFA position and consolidating the entire asset class in VEA when there is no danger of a wash sale. The result: Customers using TLH+ who also have their IRA/401(k) assets with Betterment can know that Betterment will seek to protect valuable realized losses whenever they deposit into their IRA/401(k), whether it’s lump rollover, auto-deposits or even dividend reinvestments. Smart rebalancing Lastly, TLH+ directs the proceeds of every harvest to rebalance the entire portfolio, the same way that a Betterment account handles any incoming cash flow (deposit, dividend). Most of the cash is expected to stay in that asset class and be reinvested into the parallel asset, but some of it may not. Recognizing every harvest as a rebalancing opportunity further reduces the need for additional selling in times of volatility, further reducing tax liability. As always, fractional shares allow the inflows to be allocated with precision. TLH+ Model Calibration Summary: To make harvesting decisions, TLH+ optimizes around multiple inputs, derived from rigorous Monte Carlo simulations. The decision to harvest is made when the benefit, net of cost, exceeds a certain threshold. The potential benefit of a harvest is discussed in detail below (“Results”). Unlike a 30-day switchback strategy, TLH+ does not incur the expected STCG cost of the switchback trade. Therefore, “cost” consists of three components: trading expense, execution expense, and increased cost of ownership for the replacement asset (if any). Trading costs are included in the wrap fee paid by Betterment customers. TLH+ is engineered to factor in the other two components, configurable at the asset level, and the resulting cost approaches negligible. Bid-ask spreads for the bulk of harvestable assets are narrow. We seek funds with expense ratios for the major primary/alternate ETF pairs that are close, and in the case where a harvest back to the primary ticker is being evaluated, that difference is actually a benefit, not a cost. There are two general approaches to testing a model’s performance: historical backtesting and forward-looking simulation. Optimizing a system to deliver the best results for only past historical periods is relatively trivial, but doing so would be a classic instance of data snooping bias. Relying solely on a historical backtest of a portfolio composed of ETFs that allow for 10 to 20 years of reliable data when designing a system intended to provide 40 to 50 years of benefit would mean making a number of indefensible assumptions about general market behavior. The superset of decision variables driving TLH+ is beyond the scope of this paper—optimizing around these variables required exhaustive analysis. TLH+ was calibrated via Betterment’s rigorous Monte Carlo simulation framework, spinning up thousands of server instances in the cloud to run through tens of thousands of forward-looking scenarios testing model performance. We have calibrated TLH+ in a way that we believe optimizes its effectiveness given expected future returns and volatility, but other optimizations could result in more frequent harvests or better results depending on actual market conditions. Best Practices for TLH+ Summary: Tax loss harvesting can add some value for most investors, but high earners with a combination of long time horizons, ongoing realized gains, and plans for some charitable disposition will reap the largest benefits. This is a good point to reiterate that tax loss harvesting delivers value primarily due to tax deferral, not tax avoidance. A harvested loss can be beneficial in the current tax year to varying degrees, but harvesting that loss generally means creating an offsetting gain at some point in the future. If and when the portfolio is liquidated, the gain realized will be higher than if the harvest never took place. Let’s look at an example: Year 1: Buy asset A for $100. Year 2: Asset A drops to $90. Harvest $10 loss, repurchase similar Asset B for $90. Year 20: Asset B is worth $500 and is liquidated. Gains of $410 realized (sale price minus cost basis of $90) Had the harvest never happened, we’d be selling A with a basis of $100, and gains realized would only be $400 (assuming similar performance from the two correlated assets.) Harvesting the $10 loss allows us to offset some unrelated $10 gain today, but at a price of an offsetting $10 gain at some point in the future. The value of a harvest largely depends on two things. First, what income, if any, is available for offset? Second, how much time will elapse before the portfolio is liquidated? As the deferral period grows, so does the benefit—the reinvested savings from the tax deferral have more time to grow. While nothing herein should be interpreted as tax advice, examining some sample investor profiles is a good way to appreciate the nature of the benefit of TLH+. Who benefits most? The Bottomless Gains Investor: A capital loss is only as valuable as the tax saved on the gain it offsets. Some investors may incur substantial capital gains every year from selling highly appreciated assets—other securities, or perhaps real estate. These investors can immediately use all the harvested losses, offsetting gains and generating substantial tax savings. The High Income Earner: Harvesting can have real benefit even in the absence of gains. Each year, up to $3,000 of capital losses can be deducted from ordinary income. Earners in high income tax states (such as New York or California) could be subject to a combined marginal tax bracket of up to 50%. Taking the full deduction, these investors could save $1,500 on their tax bill that year. What’s more, this deduction could benefit from positive rate arbitrage. The offsetting gain is likely to be LTCG, taxed at around 30% for the high earner—less than $1,000—a real tax savings of over $500, on top of any deferral value. The Steady Saver: An initial investment may present some harvesting opportunities in the first few years, but over the long term, it’s increasingly unlikely that the value of an asset drops below the initial purchase price, even in down years. Regular deposits create multiple price points, which may create more harvesting opportunities over time. (This is not a rationale for keeping money out of the market and dripping it in over time—tax loss harvesting is an optimization around returns, not a substitute for market exposure.) The Philanthropist: In each scenario above, any benefit is amplified by the length of the deferral period before the offsetting gains are eventually realized. However, if the appreciated securities are donated to charity or passed down to heirs, the tax can be avoided entirely. When coupled with this outcome, the scenarios above deliver the maximum benefit of TLH+. Wealthy investors have long used the dual strategy of loss harvesting and charitable giving. Even if an investor expects to mostly liquidate, any gifting will unlock some of this benefit. Using losses today, in exchange for built-in gains, offers the partial philanthropist a number of tax-efficient options later in life. Who benefits least? The Aspiring Tax Bracket Climber: Tax deferral is undesirable if your future tax bracket will be higher than your current. If you expect to achieve (or return to) substantially higher income in the future, tax loss harvesting may be exactly the wrong strategy—it may, in fact, make sense to harvest gains, not losses. In particular, we do not advise you to use TLH+ if you can currently realize capital gains at a 0% tax rate. Under 2023 tax brackets, this may be the case if your taxable income is below $11,625 as a single filer or $89,250 if you are married filing jointly. See the IRS website for more details. Graduate students, those taking parental leave, or just starting out in their careers should ask “What tax rate am I offsetting today” versus “What rate can I reasonably expect to pay in the future?” The Scattered Portfolio: TLH+ is carefully calibrated to manage wash sales across all assets managed by Betterment, including IRA assets. However, the algorithms cannot take into account information that is not available. To the extent that a Betterment customer’s holdings (or a spouse’s holdings) in another account overlap with the Betterment portfolio, there can be no guarantee that TLH+ activity will not conflict with sales and purchases in those other accounts (including dividend reinvestments), and result in unforeseen wash sales that reverse some or all of the benefits of TLH+. We do not recommend TLH+ to a customer who holds (or whose spouse holds) any of the ETFs in the Betterment portfolio in non-Betterment accounts. You can ask Betterment to coordinate TLH+ with your spouse’s account at Betterment. You’ll be asked for your spouse’s account information after you enable TLH+ so that we can help optimize your investments across your accounts. The Portfolio Strategy Collector: Electing different portfolio strategies for multiple Betterment goals may cause TLH+ to identify fewer opportunities to harvest losses than it might if you elect the same portfolio strategy for all of your Betterment goals. The Rapid Liquidator: What happens if all of the additional gains due to harvesting are realized over the course of a single year? In a full liquidation of a long-standing portfolio, the additional gains due to harvesting could push the taxpayer into a higher LTCG bracket, potentially reversing the benefit of TLH+. For those who expect to draw down with more flexibility, smart automation will be there to help optimize the tax consequences. The Imminent Withdrawal: The harvesting of tax losses resets the one-year holding period that is used to distinguish between LTCG and STCG. For most investors, this isn’t an issue: by the time that they sell the impacted investments, the one-year holding period has elapsed and they pay taxes at the lower LTCG rate. This is particularly true for Betterment customers because our TaxMin feature automatically realizes LTCG ahead of STCG in response to a withdrawal request. However, if you are planning to withdraw a large portion of your taxable assets in the next 12 months, you should wait to turn on TLH+ until after the withdrawal is complete to reduce the possibility of realizing STCG. Other Impacts to Consider Investors with assets held in different portfolio strategies should understand how it impacts the operation of TLH+. To learn more, please see Betterment’s SRI disclosures, Flexible portfolio disclosures, the Goldman Sachs smart beta disclosures, and the BlackRock target income portfolio disclosures for further detail. Clients in Advisor-designed custom portfolios through Betterment for Advisors should consult their Advisors to understand the limitations of TLH+ with respect to any custom portfolio. Additionally, as described above, electing one portfolio strategy for one or more goals in your account while simultaneously electing a different portfolio for other goals in your account may reduce opportunities for TLH+ to harvest losses due to wash sale avoidance. Due to Betterment’s monthly cadence for billing fees for advisory services, through the liquidation of securities, tax loss harvesting opportunities may be adversely affected for customers with particularly high stock allocations, third party portfolios, or flexible portfolios. As a result of assessing fees on a monthly cadence for a customer with only equity security exposure, which tends to be more opportunistic for tax loss harvesting, certain securities may be sold that could have been used to tax loss harvest at a later date, thereby delaying the harvesting opportunity into the future. This delay would be due to avoidance of triggering the wash sale rule, which forbids a security from being sold only to be replaced with a “substantially similar” security within a 30-day period. Factors which will determine the actual benefit of TLH+ include, but are not limited to, market performance, the size of the portfolio, the stock exposure of the portfolio, the frequency and size of deposits into the portfolio, the availability of capital gains and income which can be offset by losses harvested, the tax rates applicable to the investor in a given tax year and in future years, the extent to which relevant assets in the portfolio are donated to charity or bequeathed to heirs, and the time elapsed before liquidation of any assets that are not disposed of in this manner. All of Betterment’s trading decisions are discretionary and Betterment may decide to limit or postpone TLH+ trading on any given day or on consecutive days, either with respect to a single account or across multiple accounts. Tax loss harvesting is not suitable for all investors. Nothing herein should be interpreted as tax advice, and Betterment does not represent in any manner that the tax consequences described herein will be obtained, or that any Betterment product will result in any particular tax consequence. Please consult your personal tax advisor as to whether TLH+ is a suitable strategy for you, given your particular circumstances. The tax consequences of tax loss harvesting are complex and uncertain and may be challenged by the IRS. You and your tax advisor are responsible for how transactions conducted in your account are reported to the IRS on your personal tax return. Betterment assumes no responsibility for the tax consequences to any client of any transaction. See Betterment’s TLH+ disclosures for further detail. How we calculate the value of TLH+ Over 2022 and 2023, we calculated that 69% of Betterment customers who employed the strategy saw potential savings in excess of the Betterment fees charged on their taxable accounts for the year. To reach this conclusion, we first identified the accounts to consider, defined as taxable investing accounts that had a positive balance and TLH+ turned on throughout 2022 and 2023. We excluded trust accounts because their tax treatments can be highly-specific and they made up less than 1% of the data. For each account’s taxpayer, we pulled the short and long term capital gain/loss in the relevant accounts realized in 2022 and 2023 using our trading and tax records. We then divided the gain/loss into those caused by a TLH transaction and those not caused by a TLH transaction. Then, for each tax year, we calculated the short-term gains offset by taking the greater of the short-term loss realized by TLH+ and the short-term gain caused by other transactions. We did the same for long-term gain/loss. If there were any losses leftover, we calculated the amount of ordinary income that could be offset by taking the greater of the customer’s reported income and $3,000 ($1,500 if the customer is married filing separately) and then taking the greater of that number and the sum of the remaining long-term and short-term losses (after first subtracting any non-TLH+ losses from ordinary income). If there were any losses leftover in 2022 after all that, we carried those losses forward to 2023. At this point, we had for each customer the amount of short-term gains, long-term gains and ordinary income offset by TLH for each tax year. We then calculated the short-term and long-term capital gains rates using the federal tax brackets for 2022 and 2023 and the reported income of the taxpayer, their reported tax filing status, and their reported number of dependents. We assumed the standard deduction and conservatively did not include state capital gains taxes because some states do not have capital gains tax. We calculated the ordinary income rate including federal taxes, state taxes, and Medicare and Social Security taxes using the user’s reported income, filing status, number of dependents, assumed standard deduction, and age (assuming Medicare and Social Security taxes cease at the retirement age of 67). We then applied these tax rates respectively to the offsets to get the tax bill reduction from each type of offset and summed them up to get the total tax reduction. Then, we pulled the total fees charged to the users on the account in question that were accrued in 2022 and 2023 from our fee accrual records and compared that to the tax bill reduction. If the tax bill reduction was greater than the fees, we considered TLH+ to have indirectly paid for the fees in the account in question for the taxpayer in question. This was the case for 69% of customers.2 Conclusion Summary: Tax loss harvesting can be an effective way to improve your investor returns without taking additional downside risk.
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Five common Roth conversion mistakes
Five common Roth conversion mistakes Nov 21, 2024 9:00:00 AM Learn more about Roth conversion benefits—for high earners and retirees especially—and common conversion mistakes to avoid. Converting pre-tax funds from your traditional retirement accounts into a post-tax Roth IRA (i.e., a Roth conversion) can make sense in certain scenarios. But before you move any money, we recommend connecting with a trusted financial advisor and, in some cases, a tax advisor. They can help you sidestep five common Roth conversion mistakes: Converting outside of your intended tax year You must complete a Roth conversion by a year’s end (December 31) in order for it to count toward that specific tax year’s income. Keep in mind this is different from the IRA contribution deadline for a specific tax year, which (somewhat confusingly) bleeds into the following calendar year. As we’ve mentioned before, Roth conversions require careful planning on your part (and, ideally, your tax advisor) to determine how much you should convert, if at all, and when. Converting too much Speaking of, the question of how much to convert is a crucial one. Blindly converting too much could push you into a higher tax bracket. A common strategy used to avoid this is called “bracket filling.” You determine your income and how much room you have until you hit the next tax bracket, then convert just enough to “fill up” your current bracket. Of course, it can be difficult to determine your exact income. You might not know whether you’ll get a raise, for example, or how many dividends you’ll earn in investment accounts. Because of this, we highly recommend you work with a tax advisor to figure out exactly how much room you have and how much to convert. You no longer have the luxury of undoing a Roth conversion thanks to the 2017 Tax Cuts and Jobs Act. As a side note, you can squeeze more converted shares into your current bracket if the market is down since each share is worth less in that moment. To be clear, we don’t recommend making a Roth conversion solely because the market is down, but if you were already considering one, this sort of market volatility could make the conversion more efficient. Withdrawing converted funds too early When making a Roth conversion, you need to be mindful of the five-year holding period before withdrawing those converted funds, which is different from the 5 year holding period for qualified distributions. And as we mentioned earlier, you’ll typically pay taxes on the amount you convert at the time of conversion, and future withdrawals in retirement can be tax and 10% penalty free. After making a Roth conversion, however, you must wait five tax years for your withdrawal of your taxable conversion amount to avoid the 10% penalty. Withdrawals of amounts previously converted are always tax-free. Notably, this countdown clock is based on tax years, so any conversion made during a calendar year is deemed to have taken place January 1 of that year. So even if you make a conversion in December, the clock for the five year rule starts from earlier that year in January. One more thing to keep in mind is that each Roth conversion you make is subject to its own five year period related to the 10% early withdrawal penalty. Paying taxes from your IRA Paying any taxes due from a conversion out of the IRA itself will make that conversion less effective. As an example, if you convert $10,000 and are in the 22% tax bracket, you’ll owe $2,200 in taxes. One option is to pay the taxes out of the IRA itself. However, this means you’ll have only $7,800 left to potentially grow and compound over time. If you’re under the age of 59 ½, the amount withheld for taxes will also be subject to a 10% early withdrawal penalty. Instead, consider paying taxes owed using excess cash or a non-retirement account you have. This will help keep the most money possible inside the Roth IRA to grow tax-free over time. Keeping the same investments Conversions can be a great tool, but don’t stop there. Once you convert, you should also consider adjusting your portfolio to take advantage of the different tax treatment of traditional and Roth accounts. Each account type is taxed differently, which means their investments grow differently, too. You can take advantage of this by strategically coordinating which investments you hold in which accounts. This strategy is called asset location and can be quite complex. Luckily, we automated it with our Tax Coordination feature. -
Four ways we can help limit the tax impact of your investments
Four ways we can help limit the tax impact of your investments Nov 21, 2024 8:00:00 AM Betterment has a variety of processes in place to help limit the impact of your investments on your tax bill, depending on your situation. Let’s demystify these powerful strategies. We know that the medley of account types can make it challenging for you to decide which account to contribute to or withdraw from at any given time. Let’s dive right in to get a further understanding of: What accounts are available and why you might choose them The benefits of receiving dividends Betterment’s powerful tax-sensitive features How are different investment accounts taxed? Taxable accounts Taxable investment accounts are typically the easiest to set up and have the least amount of restrictions. Although you can easily contribute and withdraw at any time from the account, there are trade-offs. A taxable account is funded with after-tax dollars, and any capital gains you incur by selling assets, as well as any dividends you receive, are taxable on an annual basis. While there is no deferral of income like in a retirement plan, there are special tax benefits only available in taxable accounts such as reduced rates on long-term gains, qualified dividends, and municipal bond income. Key Considerations You would like the option to withdraw at any time with no IRS penalties. You already contributed the maximum amount to all tax-advantaged retirement accounts. Traditional accounts Traditional accounts include Traditional IRAs, Traditional 401(k)s, Traditional 403(b)s, Traditional 457 Governmental Plans, and Traditional Thrift Savings Plans (TSPs). Traditional investment accounts for retirement are generally funded with pre-tax dollars. The investment income received is deferred until the time of distribution from the plan. Assuming all the contributions are funded with pre-tax dollars, the distributions are fully taxable as ordinary income. For investors under age 59.5, there may be an additional 10% early withdrawal penalty unless an exemption applies. Key Considerations You expect your tax rate to be lower in retirement than it is now. You recognize and accept the possibility of an early withdrawal penalty. Roth accounts This includes Roth IRAs, Roth 401(k)s, Roth 403(b)s, Roth 457 Governmental Plans, and Roth Thrift Saving Plans (TSPs). Roth type investment accounts for retirement are always funded with after-tax dollars. Qualified distributions are tax-free. For investors under age 59.5, there may be ordinary income taxes on earnings and an additional 10% early withdrawal penalty on the earnings unless an exemption applies. Key considerations You expect your tax rate to be higher in retirement than it is right now. You expect your modified adjusted gross income (AGI) to be below $140k (or $208k filing jointly). You desire the option to withdraw contributions without being taxed. You recognize the possibility of a penalty on earnings withdrawn early. Beyond account type decisions, we also use your dividends to keep your tax impact as small as possible. Four ways Betterment helps you limit your tax impact We use any additional cash to rebalance your portfolio When your account receives any cash—whether through a dividend or deposit—we automatically identify how to use the money to help you get back to your target weighting for each asset class. Dividends are your portion of a company’s earnings. Not all companies pay dividends, but as a Betterment investor, you almost always receive some because your money is invested across thousands of companies in the world. Your dividends are an essential ingredient in our tax-efficient rebalancing process. When you receive a dividend into your Betterment account, you are not only making money as an investor—your portfolio is also getting a quick micro-rebalance that aims to help keep your tax bill down at the end of the year. And, when market movements cause your portfolio’s actual allocation to drift away from your target allocation, we automatically use any incoming dividends or deposits to buy more shares of the lagging part of your portfolio. This helps to get the portfolio back to its target asset allocation without having to sell off shares. This is a sophisticated financial planning technique that traditionally has only been available to larger accounts, but our automation makes it possible to do it with any size account. Performance of S&P 500 with dividends reinvested Source: Bloomberg. Performance is provided for illustrative purposes to represent broad market returns for [asset classes] that may not be used in all Betterment portfolios. The [asset class] performance is not attributable to any actual Betterment portfolio nor does it reflect any specific Betterment performance. As such, it is not net of any management fees. The performance of specific funds used for each asset class in the Betterment portfolio will differ from the performance of the broad market index returns reflected here. Past performance is not indicative of future results. You cannot invest directly in the index. Content is meant for educational purposes and not intended to be taken as advice or a recommendation for any specific investment product or strategy. We “harvest” investment losses Tax loss harvesting can lower your tax bill by “harvesting” investment losses for tax reporting purposes while keeping you fully invested. When selling an investment that has increased in value, you will owe taxes on the gains, known as capital gains tax. Fortunately, the tax code considers your gains and losses across all your investments together when assessing capital gains tax, which means that any losses (even in other investments) will reduce your gains and your tax bill. In fact, if losses outpace gains in a tax year, you can eliminate your capital gains bill entirely. Any losses leftover can be used to reduce your taxable income by up to $3,000. Finally, any losses not used in the current tax year can be carried over indefinitely to reduce capital gains and taxable income in subsequent years. So how do you do it? When an investment drops below its initial value—something that is very likely to happen to even the best investment at some point during your investment horizon—you sell that investment to realize a loss for tax purposes and buy a related investment to maintain your market exposure. Ideally, you would buy back the same investment you just sold. After all, you still think it’s a good investment. However, IRS rules prevent you from recognizing the tax loss if you buy back the same investment within 30 days of the sale. So, in order to keep your overall investment exposure, you buy a related but different investment. Think of selling Coke stock and then buying Pepsi stock. Overall, tax loss harvesting can help lower your tax bill by recognizing losses while keeping your overall market exposure. At Betterment, all you have to do is turn on Tax Loss Harvesting+ in your account. We use asset location to your advantage Asset location is a strategy where you put your most tax-inefficient investments (usually bonds) into a tax-efficient account (IRA or 401k) while maintaining your overall portfolio mix. For example, an investor may be saving for retirement in both an IRA and taxable account and has an overall portfolio mix of 60% stocks and 40% bonds. Instead of holding a 60/40 mix in both accounts, an investor using an asset location strategy would put tax-inefficient bonds in the IRA and put more tax-efficient stocks in the taxable account. In doing so, interest income from bonds—which is normally treated as ordinary income and subject to a higher tax rate—is shielded from taxes in the IRA. Meanwhile, qualified dividends from stocks in the taxable account are taxed at a lower rate, capital gains tax rates instead of ordinary income tax rates. The entire portfolio still maintains the 60/40 mix, but the underlying accounts have moved assets between each other to lower the portfolio’s tax burden. We use ETFs instead of mutual funds Have you ever paid capital gain taxes on a mutual fund that was down over the year? This frustrating situation happens when the fund sells investments inside the fund for a gain, even if the overall fund lost value. IRS rules mandate that the tax on these gains is passed through to the end investor, you. While the same rule applies to exchange traded funds (ETFs), the ETF fund structure makes such tax bills much less likely. In most cases, you can find ETFs with investment strategies that are similar or identical to a mutual fund, often with lower fees. -
The benefits of estimating your tax bracket when investing
The benefits of estimating your tax bracket when investing Nov 21, 2024 6:00:00 AM Knowing your tax bracket opens up a huge number of planning opportunities that have the potential to save you taxes and increase your investment returns. If you’re an investor, knowing your tax bracket opens up a number of planning opportunities that can potentially decrease your tax liability and increase your investment returns. Investing based on your tax bracket is something that good CPAs and financial advisors, including Betterment, do for customers. Because the IRS taxes different components of investment income (e.g., dividends, capital gains, retirement withdrawals) in different ways depending on your tax bracket, knowing your tax bracket is an important part of optimizing your investment strategy. In this article, we’ll show you how to estimate your tax bracket and begin making more strategic decisions about your investments with regards to your income taxes. First, what is a tax bracket? In the United States, federal income tax follows what policy experts call a "progressive" tax system. This means that people with higher incomes are generally subject to a higher tax rate than people with lower incomes. 2024 Tax Brackets Tax rate Taxable income for single filers Taxable income for married, filing jointly 10% $0 to $11,600 $0 to $23,200 12% $11,601 to $47,150 $23,201 to $94,300 22% $47,151 to $100,525 $94,301 to $201,050 24% $100,526 to $191,150 $201,051 to $383,900 32% $191,951 to $243,725 $383,901 to $487,450 35% $243,726 to $609,350 $487,451 to $731,200 37% $609,351 or more $731,201 or more Source: Internal Revenue Service Instead of thinking solely in terms of which single tax bracket you fall into, however, it's helpful to think of the multiple tax brackets each of your dollars of taxable income may fall into. That's because tax brackets apply to those specific portions of your income. For example, let's simplify things and say there's hypothetically only two tax brackets for single filers: A tax rate of 10% for taxable income up to $10,000 A tax rate of 20% for taxable income of $10,001 and up If you're a single filer and have taxable income of $15,000 this year, you fall into the second tax bracket. This is what's typically referred to as your "marginal" tax rate. Portions of your income, however, fall into both tax brackets, and those portions are taxed accordingly. The first $10,000 of your income is taxed at 10%, and the remaining $5,000 is taxed at 20%. How difficult is it to estimate my tax bracket? Luckily, estimating your tax bracket is much easier than actually calculating your exact taxes, because U.S. tax brackets are fairly wide, often spanning tens of thousands of dollars. That’s a big margin of error for making an estimate. The wide tax brackets allow you to estimate your tax bracket fairly accurately even at the start of the year, before you know how big your bonus will be, or how much you will donate to charity. Of course, the more detailed you are in calculating your tax bracket, the more accurate your estimate will be. And if you are near the cutoff between one bracket and the next, you will want to be as precise as possible. How Do I Estimate My Tax Bracket? Estimating your tax bracket requires two main pieces of information: Your estimated annual income Tax deductions you expect to file These are the same pieces of information you or your accountant deals with every year when you file your taxes. Normally, if your personal situation has not changed very much from last year, the easiest way to estimate your tax bracket is to look at your last year’s tax return. The 2017 Tax Cuts and Jobs Act changed a lot of the rules and brackets. The brackets may also be adjusted each year to account for inflation. Thus, it might make sense for most people to estimate their bracket by crunching new numbers. Estimating Your Tax Bracket with Last Year’s Tax Return If you expect your situation to be roughly similar to last year, then open up last year’s tax return. If you review Form 1040, you can see your taxable income on Page 1, Line 15, titled “Taxable Income.” As long as you don’t have any major changes in your income or personal situation this year, you can use that number as an estimate to find the appropriate tax bracket. Estimating Your Tax Bracket by Predicting Income, Deductions, and Exemptions Estimating your bracket requires a bit more work if your personal situation has changed from last year. For example, if you got married, changed jobs, had a child or bought a house, those, and many more factors, can all affect your tax bracket. It’s important to point out that your taxable income, the number you need to estimate your tax bracket, is not the same as your gross income. The IRS generally allows you to reduce your gross income through various deductions, before arriving at your taxable income. When Betterment calculates your estimated tax bracket, we use the two factors above to arrive at your estimated taxable income. You can use the same process. Add up your income from all expected sources for the year. This includes salaries, bonuses, interest, business income, pensions, dividends and more. If you’re married and filing jointly, don’t forget to include your spouse’s income sources. Subtract your deductions. Tax deductions reduce your taxable income. Common examples include mortgage interest, property taxes and charity, but you can find a full list on Schedule A – Itemized Deductions. If you don’t know your deductions, or don’t expect to have very many, simply subtract the Standard Deduction instead. By default, Betterment assumes you take the standard deduction. If you know your actual deductions will be significantly higher than the standard deduction, you should not use this assumption when estimating your bracket, and our default estimation will likely be inaccurate. The number you arrive at after reducing your gross income by deductions and exemptions is called your taxable income. This is an estimate of the number that would go on line 15 of your 1040, and the number that determines your tax bracket. Look up this number on the appropriate tax bracket table and see where you land. Again, this is only an estimate. There are countless other factors that can affect your marginal tax bracket such as exclusions, phaseouts and the alternative minimum tax. But for planning purposes, this estimation is more than sufficient for most investors. If you have reason to think you need a more detailed calculation to help formulate your financial plan for the year, you can consult with a tax professional. How Can I Use My Tax Bracket to Optimize My Investment Options? Now that you have an estimate of your tax bracket, you can use that information in many aspects of your financial plan. Here are a few ways that Betterment uses a tax bracket estimate to give you better, more personalized advice. Tax-Loss Harvesting: This is a powerful strategy that seeks to use the ups/downs of your investments to save you taxes. However, it typically doesn't make sense if you fall into a lower tax bracket due to the way capital gains are taxed differently. Tax Coordination: This strategy reshuffles which investments you hold in which accounts to try to boost your after-tax returns. For the same reasons listed above, if you fall on the lower end of the tax bracket spectrum, the benefits of this strategy are reduced significantly. Traditional vs. Roth Contributions: Choosing the proper retirement account to contribute to can also save you taxes both now and throughout your lifetime. Generally, if you expect to be in a higher tax bracket in the future, Roth accounts are best. If you expect to be in a lower tax bracket in the future, Traditional accounts are best. That’s why our automated retirement planning advice estimates your current tax bracket and where we expect you to be in the future, and uses that information to recommend which retirement accounts make the most sense for you. In addition to these strategies, Betterment’s team of financial experts can help you with even more complex strategies such as Roth conversions, estimating taxes from moving outside investments to Betterment and structuring tax-efficient withdrawals during retirement. Tax optimization is a critical part to your overall financial success, and knowing your tax bracket is a fundamental step toward optimizing your investment decisions. That’s why Betterment uses estimates of your bracket to recommend strategies tailored specifically to you. It’s just one way we partner with you to help maximize your money. -
Asset Location Methodology
Asset Location Methodology Nov 21, 2024 6:00:00 AM Intelligently applying asset location to a globally diversified portfolio is a complex, mathematically rigorous, and continuous undertaking. TABLE OF CONTENTS Summary Part I: Introduction to Asset Location Part II: After-Tax Return—Deep Dive Part III: Asset Location Myths Part IV: TCP Methodology Part V: Monte Carlo on the Amazon—Betterment’s Testing Framework Part VI: Results Part VII: Special Considerations Addendum Summary Asset location is widely regarded as the closest thing there is to a "free lunch" in the wealth management industry.1 When investments are held in at least two types of accounts (out of three possible types: taxable, tax-deferred and tax-exempt), asset location provides the ability to deliver additional after-tax return potential, while maintaining the same level of risk. Generally speaking, this benefit is achieved by placing the least tax-efficient assets in the accounts taxed most favorably, and the most tax-efficient assets in the accounts taxed least favorably, all while maintaining the desired asset allocation in the aggregate. Part I: Introduction to Asset Location Maximizing after-tax return on investments can be complex. Still, most investors know that contributing to tax-advantaged (or "qualified") accounts is a relatively straightforward way to pay less tax on their retirement savings. Millions of Americans wind up with some combination of IRAs and 401(k) accounts, both available in two types: traditional or Roth. Many will only save in a taxable account once they have maxed out their contribution limits for the qualified accounts. But while tax considerations are paramount when choosing which account to fund, less thought is given to the tax impact of which investments to then purchase across all accounts. The tax profiles of the three account types (taxable, traditional, and Roth) have implications for what to invest in, once the account has been funded. Choosing wisely can significantly improve the after-tax value of one’s savings, when more than one account is in the mix. Almost universally, such investors can benefit from a properly executed asset location strategy. The idea behind asset location is fairly straightforward. Certain investments generate their returns in a more tax-efficient manner than others. Certain accounts shelter investment returns from tax better than others. Placing, or "locating" less tax-efficient investments in tax-sheltered accounts could increase the after-tax value of the overall portfolio. Allocate First, Locate Second Let’s start with what asset location isn’t. All investors must select a mix of stocks and bonds, finding an appropriate balance of risk and expected potential return, in line with their goals. One common goal is retirement, in which case, the mix of assets should be tailored to match the investor’s time horizon. This initial determination is known as "asset allocation," and it comes first. When investing in multiple accounts, it is common for investors to simply recreate their desired asset allocation in each account. If each account, no matter the size, holds the same assets in the same proportions, adding up all the holdings will also match the desired asset allocation. If all these funds, however scattered, are invested towards the same goal, this is the right result. The aggregate portfolio is the one that matters, and it should track the asset allocation selected for the common goal. Portfolio Managed Separately in Each Account Enter asset location, which can only be applied once a desired asset allocation is selected. Each asset’s after-tax return is considered in the context of every available account. The assets are then arranged (unequally) across all coordinated accounts to help maximize the after-tax performance of the overall portfolio. Same Portfolio Overall—With Asset Location To help conceptualize asset location, consider a team of runners. Some runners compete better on a track than a cross-country dirt path, as compared to their more versatile teammates. Similarly, certain asset classes can benefit more than others from the tax-efficient "terrain" of a qualified account. Asset allocation determines the composition of the team, and the overall portfolio’s after-tax return is a team effort. Asset location then seeks to match up asset and environment in a way that maximizes the overall result over time, while keeping the composition of the team intact. TCP vs. TDF The primary appeal of a target-date fund (TDF) is the "set it and forget it" simplicity with which it allows investors to select and maintain a diversified asset allocation, by purchasing only one fund. That simplicity comes at a price—because each TDF is a single, indivisible security, it cannot unevenly distribute its underlying assets across multiple accounts, and thus cannot deliver the additional after-tax returns of asset location. In particular, participants who are locked into 401(k) plans without automated management may find that a cheap TDF is still their best "hands off" option (plus, a TDF’s ability to satisfy the Qualified Default Investment Alternative (QDIA) requirement under ERISA ensures its baseline survival under current law). Participants in a Betterment at Work plan can already enable Betterment’s Tax-Coordinated Portfolio feature (“TCP”) to manage a single portfolio across their 401(k), IRAs and taxable accounts they individually have with Betterment, designed to squeeze additional after-tax returns from their aggregate long-term savings. Automated asset location (when integrated with automated asset allocation) replicates what makes a TDF so appealing, but effectively amounts to a "TDF 2.0"—a continuously managed portfolio, but one that can straddle multiple accounts for tax benefits. Next, we dive into the complex dynamics that need to be considered when seeking to optimize the after-tax return of a diversified portfolio. Part II: After-Tax Return—Deep Dive A good starting point for a discussion of investment taxation is the concept of "tax drag." Tax drag is the portion of the return that is lost to tax on an annual basis. In particular, funds pay dividends, which are taxed in the year they are received. However, there is no annual tax in qualified accounts, also sometimes known as "tax-sheltered accounts." Therefore, placing assets that pay a substantial amount of dividends into a qualified account, rather than a taxable account, "shelters" those dividends, and reduces tax drag. Reducing the tax drag of the overall portfolio is one way that asset location improves the portfolio’s potential after-tax return. Importantly, investments are also subject to tax at liquidation, both in the taxable account, and in a traditional IRA (where tax is deferred). However, "tax drag", as that term is commonly used, does not include liquidation tax. So while the concept of "tax drag" is intuitive, and thus a good place to start, it cannot be the sole focus when looking to help minimize taxes. What is "Tax Efficiency" A closely related term is "tax efficiency" and this is one that most discussions of asset location will inevitably focus on. A tax-efficient asset is one that has minimal "tax drag." Prioritizing assets on the basis of tax efficiency allows for asset location decisions to be made following a simple, rule-based approach. Both "tax drag" and "tax efficiency" are concepts pertaining to taxation of returns in a taxable account. Therefore, we first consider that account, where the rules are most elaborate. With an understanding of these rules, we can layer on the impact of the two types of qualified accounts. Returns in a Taxable Account There are two types of investment income, and two types of applicable tax rates. Two types of investment tax rates. All investment income in a taxable brokerage account is subject to one of two rate categories (with material exceptions noted). For simplicity, and to keep the analysis universal, this section only addresses federal tax (state tax is considered when testing for performance). Ordinary rate: For most, this rate mirrors the marginal tax bracket applicable to earned income (primarily wages reported on a W-2). Preferential rate: This more favorable rate ranges from 15% to 20% for most investors. For especially high earners, both rates are subject to an additional tax of 3.8%. Two types of investment returns. Investments generate returns in two ways: by appreciating in value, and by making cash distributions. Capital gains: When an investment is sold, the difference between the proceeds and the tax basis (generally, the purchase price) is taxed as capital gains. If held for longer than a year, this gain is treated as long-term capital gains (LTCG) and taxed at the preferential rate. If held for a year or less, the gain is treated as short-term capital gains (STCG), and taxed at the ordinary rate. Barring unforeseen circumstances, passive investors should be able to avoid STCG entirely. Betterment’s automated account management seeks to avoid STCG when possible,4 and the rest of this paper assumes only LTCG on liquidation of assets. Dividends: Bonds pay interest, which is taxed at the ordinary rate, whereas stocks pay dividends, which are taxed at the preferential rate (both subject to the exceptions below). An exchange-traded fund (ETF) pools the cash generated by its underlying investments, and makes payments that are called dividends, even if some or all of the source was interest. These dividends inherit the tax treatment of the source payments. This means that, generally, a dividend paid by a bond ETF is taxed at the ordinary rate, and a dividend paid by a stock ETF is taxed at the preferential rate. Qualified Dividend Income (QDI): There is an exception to the general rule for stock dividends. Stock dividends enjoy preferential rates only if they meet the requirements of qualified dividend income (QDI). Key among those requirements is that the company issuing the dividend must be a U.S. corporation (or a qualified foreign corporation). A fund pools dividends from many companies, only some of which may qualify for QDI. To account for this, the fund assigns itself a QDI percentage each year, which the custodian uses to determine the portion of the fund’s dividends that are eligible for the preferential rate. For stock funds tracking a U.S. index, the QDI percentage is typically 100%. However, funds tracking a foreign stock index will have a lower QDI percentage, sometimes substantially. For example, VWO, Vanguard’s Emerging Markets Stock ETF, had a QDI percentage of 38% in 2015, which means that 38% of its dividends for the year were taxed at the preferential rate, and 62% were taxed at the ordinary rate. Tax-exempt interest: There is also an exception to the general rule for bonds. Certain bonds pay interest that is exempt from federal tax. Primarily, these are municipal bonds, issued by state and local governments. This means that an ETF which holds municipal bonds will pay a dividend that is subject to 0% federal tax—even better than the preferential rate. The table below summarizes these interactions. Note that this section does not consider tax treatment for those in a marginal tax bracket of 15% and below. These taxpayers are addressed in "Special Considerations." Dividends (taxed annually) Capital Gains (taxed when sold) Ordinary Rate Most bonds Non-QDI stocks (foreign) Any security held for a year or less (STCG) Preferential Rate QDI stocks (domestic and some foreign) Any security held for more than a year (LTCG) No Tax Municipal bonds Any security transferred upon death or donated to charity The impact of rates is obvious: The higher the rate, the higher the tax drag. Equally important is timing. The key difference between dividends and capital gains is that the former are taxed annually, contributing to tax drag, whereas tax on the latter is deferred. Tax deferral is a powerful driver of after-tax return, for the simple reason that the savings, though temporary, can be reinvested in the meantime, and compounded. The longer the deferral, the more valuable it is. Putting this all together, we arrive at the foundational piece of conventional wisdom, where the most basic approach to asset location begins and ends: Bond funds are expected to generate their return entirely through dividends, taxed at the ordinary rate. This return benefits neither from the preferential rate, nor from tax deferral, making bonds the classic tax-inefficient asset class. These go in your qualified account. Stock funds are expected to generate their return primarily through capital gains. This return benefits both from the preferential rate, and from tax deferral. Stocks are therefore the more tax-efficient asset class. These go in your taxable account. Tax-Efficient Status: It’s Complicated Reality gets messy rather quickly, however. Over the long term, stocks are expected to grow faster than bonds, causing the portfolio to drift from the desired asset allocation. Rebalancing may periodically realize some capital gains, so we cannot expect full tax deferral on these returns (although if cash flows exist, investing them intelligently can potentially reduce the need to rebalance via selling). Furthermore, stocks do generate some return via dividends. The expected dividend yield varies with more granularity. Small cap stocks pay relatively little (these are growth companies that tend to reinvest any profits back into the business) whereas large cap stocks pay more (as these are mature companies that tend to distribute profits). Depending on the interest rate environment, stock dividends can exceed those paid by bonds. International stocks pay dividends too, and complicating things further, some of those dividends will not qualify as QDI, and will be taxed at the ordinary rate, like bond dividends (especially emerging markets stock dividends). Returns in a Tax-Deferred Account (TDA) Compared to a taxable account, a TDA is governed by straightforward rules. However, earning the same return in a TDA involves trade-offs which are not intuitive. Applying a different time horizon to the same asset can swing our preference between a taxable account and a TDA.Understanding these dynamics is crucial to appreciating why an optimal asset location methodology cannot ignore liquidation tax, time horizon, and the actual composition of each asset’s expected return.Although growth in a traditional IRA or traditional 401(k) is not taxed annually, it is subject to a liquidation tax. All the complexity of a taxable account described above is reduced to two rules. First, all tax is deferred until distributions are made from the account, which should begin only in retirement. Second, all distributions are taxed at the same rate, no matter the source of the return. The rate applied to all distributions is the higher ordinary rate, except that the additional 3.8% tax will not apply to those whose tax bracket in retirement would otherwise be high enough.2 First, we consider income that would be taxed annually at the ordinary rate (i.e. bond dividends and non-QDI stock dividends). The benefit of shifting these returns to a TDA is clear. In a TDA, these returns will eventually be taxed at the same rate, assuming the same tax bracket in retirement. But that tax will not be applied until the end, and compounding due to deferral can only have a positive impact on the after-tax return, as compared to the same income paid in a taxable account.3 In particular, the risk is that LTCG (which we expect plenty of from stock funds) will be taxed like ordinary income. Under the basic assumption that in a taxable account, capital gains tax is already deferred until liquidation, favoring a TDA for an asset whose only source of return is LTCG is plainly harmful. There is no benefit from deferral, which you would have gotten anyway, and only harm from a higher tax rate. This logic supports the conventional wisdom that stocks belong in the taxable account. First, as already discussed, stocks do generate some return via dividends, and that portion of the return will benefit from tax deferral. This is obviously true for non-QDI dividends, already taxed as ordinary income, but QDI can benefit too. If the deferral period is long enough, the value of compounding will offset the hit from the higher rate at liquidation. Second, it is not accurate to assume that all capital gains tax will be deferred until liquidation in a taxable account. Rebalancing may realize some capital gains "prematurely" and this portion of the return could also benefit from tax deferral. Placing stocks in a TDA is a trade-off—one that must weigh the potential harm from negative rate arbitrage against the benefit of tax deferral. Valuing the latter means making assumptions about dividend yield and turnover. On top of that, the longer the investment period, the more tax deferral is worth. Kitces demonstrates that a dividend yield representing 25% of total return (at 100% QDI), and an annual turnover of 10%, could swing the calculus in favor of holding the stocks in a TDA, assuming a 30-year horizon.4 For foreign stocks with less than perfect QDI, we would expect the tipping point to come sooner. Returns in a Tax-Exempt Account (TEA) Investments in a Roth IRA or Roth 401(k) grow tax free, and are also not taxed upon liquidation. Since it eliminates all possible tax, a TEA presents a particularly valuable opportunity for maximizing after-tax return. The trade-off here is managing opportunity cost—every asset does better in a TEA, so how best to use its precious capacity? Clearly, a TEA is the most favorably taxed account. Conventional wisdom thus suggests that if a TEA is available, we use it to first place the least tax-efficient assets. But that approach is wrong. Everything Counts in Large Amounts—Why Expected Return Matters The powerful yet simple advantage of a TEA helps illustrate the limitation of focusing exclusively on tax efficiency when making location choices. Returns in a TEA escape all tax, whatever the rate or timing would have been, which means that an asset’s expected after-tax return equals its expected total return. When both a taxable account and a TEA are available, it may be worth putting a high-growth, low-dividend stock fund into the TEA, instead of a bond fund, even though the stock fund is vastly more tax-efficient. Similar reasoning can apply to placement in a TDA as well, as long as the tax-efficient asset has a large enough expected return, and presents some opportunity for tax deferral (i.e., some portion of the return comes from dividends). Part III: Asset Location Myths Urban Legend 1: Asset location is a one-time process. Just set it and forget it. While an initial location may add some value, doing it properly is a continuous process, and will require adjustments in response to changing conditions. Note that overlaying asset location is not a deviation from a passive investing philosophy, because optimizing for location does not mean changing the overall asset allocation (the same goes for tax loss harvesting). Other things that will change, all of which should factor into an optimal methodology: expected returns (both the risk-free rate, and the excess return), dividend yields, QDI percentages, and most importantly, relative account balances. Contributions, rollovers, and conversions can increase qualified assets relative to taxable assets, continuously providing more room for additional optimization. Urban Legend 2: Taking advantage of asset location means you should contribute more to a particular qualified account than you otherwise would. Definitely not! Asset location should play no role in deciding which accounts to fund. It optimizes around account balances as it finds them, and is not concerned with which accounts should be funded in the first place. Just because the presence of a TEA makes asset location more valuable, does not mean you should contribute to a TEA, as opposed to a TDA. That decision is primarily a bet on how your tax rate today will compare to your tax rate in retirement. To hedge, some may find it optimal to make contributions to both a TDA and TEA (this is called "tax diversification"). While these decisions are out of scope for this paper, Betterment’s retirement planning tools can help clients with these choices. Urban Legend 3: Asset location has very little value if one of your accounts is relatively small. It depends. Asset location will not do much for investors with a very small taxable balance and a relatively large balance in only one type of qualified account, because most of the overall assets are already sheltered. However, a large taxable balance and a small qualified account balance (especially a TEA balance) presents a better opportunity. Under these circumstances, there may be room for only the least tax-efficient, highest-return assets in the qualified account. Sheltering a small portion of the overall portfolio can deliver a disproportionate amount of value. Urban Legend 4: Asset location has no value if you are investing in both types of qualified accounts, but not in a taxable account. A TEA offers significant advantages over a TDA. Zero tax is better than a tax deferred until liquidation. While tax efficiency (i.e. annual tax drag) plays no role in these location decisions, expected returns and liquidation tax do. The assets we expect to grow the most should be placed in a TEA, and doing so will plainly increase the overall after-tax return. There is an additional benefit as well. Required minimum distributions (RMDs) apply to TDAs but not TEAs. Shifting expected growth into the TEA, at the expense of the TDA, will mean lower RMDs, giving the investor more flexibility to control taxable income down the road. In other words, a lower balance in the TDA can mean lower tax rates in retirement, if higher RMDs would have pushed the retiree into a higher bracket. This potential benefit is not captured in our results. Urban Legend 5: Bonds always go in the IRA. Possibly, but not necessarily. This commonly asserted rule is a simplification, and will not be optimal under all circumstances. It is discussed at more length below. Existing Approaches to Asset Location: Advantages and Limitations Optimizing for After-Tax Return While Maintaining Separate Portfolios One approach to increasing after-tax return on retirement savings is to maintain a separate, standalone portfolio in each account with roughly the same level of risk-adjusted return, but tailoring each portfolio somewhat to take advantage of the tax profile of the account. Effectively, this means that each account separately maintains the desired exposure to stocks, while substituting certain asset classes for others. Generally speaking, managing a fully diversified portfolio in each account means that there is no way to avoid placing some assets with the highest expected return in the taxable account. This approach does include a valuable tactic, which is to differentiate the high-quality bonds component of the allocation, depending on the account they are held in. The allocation to the component is the same in each account, but in a taxable account, it is represented by municipal bonds which are exempt from federal tax , and in a qualified account, by taxable investment grade bonds . This variation is effective because it takes advantage of the fact that these two asset classes have very similar characteristics (expected returns, covariance and risk exposures) allowing them to play roughly the same role from an asset allocation perspective. Municipal bonds are highly tax-efficient due to their federal tax-exempt interest income, making them particularly compelling for a taxable account. Taxable investment grade bonds have significant tax drag, and work best in a qualified account. Betterment has applied this substitution since 2014. The Basic Priority List Gobind Daryanani and Chris Cordaro sought to balance considerations around tax efficiency and expected return, and illustrated that when both are very low, location decisions with respect to those assets have very limited impact.5 That study inspired Michael Kitces, who leverages its insights into a more sophisticated approach to building a priority list.6 To visually capture the relationship between the two considerations, Kitces bends the one-dimensional list into a "smile." Asset Location Priority List Assets with a high expected return that are also very tax-efficient go in the taxable account. Assets with a high expected return that are also very tax-inefficient go in the qualified accounts, starting with the TEA. The "smile" guides us in filling the accounts from both ends simultaneously, and by the time we get to the middle, whatever decisions we make with respect to those assets just "don’t matter" much. However, Kitces augments the graph in short order, recognizing that the basic "smile" does not capture a third key consideration—the impact of liquidation tax. Because capital gains will eventually be realized in a taxable account, but not in a TEA, even a highly tax-efficient asset might be better off in a TEA, if its expected return is high enough. The next iteration of the "smile" illustrates this preference. Asset Location Priority List with Limited High Return Inefficient Assets Part IV: TCP Methodology There is no one-size-fits-all asset location for every set of inputs. Some circumstances apply to all investors, but shift through time—the expected return of each asset class (which combines separate assumptions for the risk-free rate and the excess return), as well as dividend yields, QDI percentages, and tax laws. Other circumstances are personal—which accounts the client has, the relative balance of each account, and the client’s time horizon. Solving for multiple variables while respecting defined constraints is a problem that can be effectively solved by linear optimization. This method is used to maximize some value, which is represented by a formula called an "objective function." What we seek to maximize is the after-tax value of the overall portfolio at the end of the time horizon. We get this number by adding together the expected after-tax value of every asset in the portfolio, but because each asset can be held in more than one account, each portion must be considered separately, by applying the tax rules of that account. We must therefore derive an account-specific expected after-tax return for each asset. Deriving Account-Specific After-Tax Return To define the expected after-tax return of an asset, we first need its total return (i.e., before any tax is applied). The total return is the sum of the risk-free rate (same for every asset) and the excess return (unique to every asset). Betterment derives excess returns using the Black-Litterman model as a starting point. This common industry method involves analyzing the global portfolio of investable assets and their proportions, and using them to generate forward-looking expected returns for each asset class. Next, we must reduce each total return into an after-tax return.7 The immediate problem is that for each asset class, the after-tax return can be different, depending on the account, and for how long it is held. In a TEA, the answer is simple—the after-tax return equals the total return—no calculation necessary. In a TDA, we project growth of the asset by compounding the total return annually. At liquidation, we apply the ordinary rate to all of the growth.8 We use what is left of the growth after taxes to derive an annualized return, which is our after-tax return. In a taxable account, we need to consider the dividend and capital gain component of the total return separately, with respect to both rate and timing. We project growth of the asset by taxing the dividend component annually at the ordinary rate (or the preferential rate, to the extent that it qualifies as QDI) and adding back the after-tax dividend (i.e., we reinvest it). Capital gains are deferred, and the LTCG is fully taxed at the preferential rate at the end of the period. We then derive the annualized return based on the after-tax value of the asset.9 Note that for both the TDA and taxable calculations, time horizon matters. More time means more value from deferral, so the same total return can result in a higher annualized after-tax return. Additionally, the risk-free rate component of the total return will also depend on the time horizon, which affects all three accounts. Because we are accounting for the possibility of a TEA, as well, we actually have three distinct after-tax returns, and thus each asset effectively becomes three assets, for any given time horizon (which is specific to each Betterment customer). The Objective Function To see how this comes together, we first consider an extremely simplified example. Let’s assume we have a taxable account, both a traditional and Roth account, with $50,000 in each one, and a 30-year horizon. Our allocation calls for only two assets: 70% equities (stocks) and 30% fixed income (bonds). With a total portfolio value of $150,000, we need $105,000 of stocks and $45,000 of bonds. 1. These are constants whose value we already know (as derived above). req,tax is the after-tax return of stocks in the taxable account, over 30 years req,trad is the after-tax return of stocks in the traditional account, over 30 years req,roth is the after-tax return of stocks in the Roth account, over 30 years rfi,tax is the after-tax return of bonds in the taxable account, over 30 years rfi,trad is the after-tax return of bonds in the traditional account, over 30 years rfi,roth is the after-tax return of bonds in the Roth account, over 30 years 2. These are the values we are trying to solve for (called "decision variables"). xeq,tax is the amount of stocks we will place in the taxable account xeq,trad is the amount of stocks we will place in the traditional account xeq,roth is the amount of stocks we will place in the Roth account xfi,tax is the amount of bonds we will place in the taxable account xfi,trad is the amount of bonds we will place in the traditional account xfi,roth is the amount of bonds we will place in the Roth account 3. These are the constraints which must be respected. All positions for each asset must add up to what we have allocated to the asset overall. All positions in each account must add up to the available balance in each account. xeq,tax + xeq,trad + xeq,roth = 105,000 xfi,tax + xfi,trad + xfi,roth = 45,000 xeq,tax + xfi,tax = 50,000 xeq,trad + xfi,trad = 50,000 xeq,roth + xfi,roth = 50,000 4. This is the objective function, which uses the constants and decision variables to express the after-tax value of the entire portfolio, represented by the sum of six terms (the after-tax value of each asset in each of the three accounts). maxx req,taxxeq,tax + req,tradxeq,trad + req,rothxeq,roth + rfi,taxxfi,tax + rfi,tradxfi,trad + rfi,rothxfi,roth Linear optimization turns all of the above into a complex geometric representation, and mathematically closes in on the optimal solution. It assigns values for all decision variables in a way that maximizes the value of the objective function, while respecting the constraints. Accordingly, each decision variable is a precise instruction for how much of which asset to put in each account. If a variable comes out as zero, then that particular account will contain none of that particular asset. An actual Betterment portfolio can potentially have twelve asset classes,15 depending on the allocation. That means TCP must effectively handle up to 36 "assets," each with its own after-tax return. However, the full complexity behind TCP goes well beyond increasing assets from two to twelve. Updated constants and constraints will trigger another part of the optimization, which determines what TCP is allowed to sell, in order to move an already coordinated portfolio toward the newly optimal asset location, while minimizing taxes. Reshuffling assets in a TDA or TEA is "free" in the sense that no capital gains will be realized.10 In the taxable account, however, TCP will attempt to move as close as possible towards the optimal asset location without realizing capital gains. Expected returns will periodically be updated, either because the risk-free rate has been adjusted, or because new excess returns have been derived via Black-Litterman. Future cash flows may be even more material. Additional funds in one or more of the accounts could significantly alter the constraints which define the size of each account, and the target dollar allocation to each asset class. Such events (including dividend payments, subject to a de minimis threshold) will trigger a recalculation, and potentially a reshuffling of the assets. Cash flows, in particular, can be a challenge for those managing their asset location manually. Inflows to just one account (or to multiple accounts in unequal proportions) create a tension between optimizing asset location and maintaining asset allocation, which is hard to resolve without mathematical precision. To maintain the overall asset allocation, each position in the portfolio must be increased pro-rata. However, some of the additional assets we need to buy "belong" in other accounts from an asset location perspective, even though new cash is not available in those accounts. If the taxable account can only be partially reshuffled due to built-in gains, we must choose either to move farther away from the target allocation, or the target location.11 With linear optimization, our preferences can be expressed through additional constraints, weaving these considerations into the overall problem. When solving for new cash flows, TCP penalizes allocation drift higher than it does location drift. Against this background, it is important to note that expected returns (the key input into TCP, and portfolio management generally) are educated guesses at best. No matter how airtight the math, reasonable people will disagree on the "correct" way to derive them, and the future may not cooperate, especially in the short-term. There is no guarantee that any particular asset location will add the most value, or even any value at all. But given decades, the likelihood of this outcome grows. Part V: Monte Carlo—Betterment’s Testing Framework To test the output of the linear optimization method, we turned to a Monte Carlo testing framework,12 built entirely in-house by Betterment’s experts. The forward-looking simulations model the behavior of the TCP strategy down to the individual lot level. We simulate the paths of these lots, accounting for dividend reinvestment, rebalancing, and taxation. The simulations applied Betterment’s rebalancing methodology, which corrects drift from the target asset allocation in excess of 3% once the account balance meets or exceeds the required threshold, but stops short of realizing STCG, when possible. Betterment’s management fees were assessed in all accounts, and ongoing taxes were paid annually from the taxable account. All taxable sales first realized available losses before touching LTCG. The simulations assume no additional cash flows other than dividends. This is not because we do not expect them to happen. Rather, it is because making assumptions around these very personal circumstances does nothing to isolate the benefit of TCP specifically. Asset location is driven by the relative sizes of the accounts, and cash flows will change these ratios, but the timing and amount is highly specific to the individual.19 Avoiding the need to make specific assumptions here helps keep the analysis more universal. We used equal starting balances for the same reason.13 For every set of assumptions, we ran each market scenario while managing each account as a standalone (uncoordinated) Betterment portfolio as the benchmark.14 We then ran the same market scenarios with TCP enabled. In both cases, we calculated the after-tax value of the aggregate portfolio after full liquidation at the end of the period.15 Then, for each market scenario, we calculated the after-tax annualized internal rates of return (IRR) and subtracted the benchmark IRR from the TCP IRR. That delta represents the incremental tax alpha of TCP for that scenario. The median of those deltas across all market scenarios is the estimated tax alpha we present below for each set of assumptions. Part VI: Results More Bonds, More Alpha A higher allocation to bonds leads to a dramatically higher benefit across the board. This makes sense—the heavier your allocation to tax-inefficient assets, the more asset location can do for you. To be extremely clear: this is not a reason to select a lower allocation to stocks! Over the long-term, we expect a higher stock allocation to return more (because it’s riskier), both before, and after tax. These are measurements of the additional return due to TCP, which say nothing about the absolute return of the asset allocation itself. Conversely, a very high allocation to stocks shows a smaller (though still real) benefit. However, younger customers invested this aggressively should gradually reduce risk as they get closer to retirement (to something more like 50% stocks). Looking to a 70% stock allocation is therefore an imperfect but reasonable way to generalize the value of the strategy over a 30-year period. More Roth, More Alpha Another pattern is that the presence of a Roth makes the strategy more valuable. This also makes sense—a taxable account and a TEA are on opposite ends of the "favorably taxed" spectrum, and having both presents the biggest opportunity for TCP’s "account arbitrage." But again, this benefit should not be interpreted as a reason to contribute to a TEA over a TDA, or to shift the balance between the two via a Roth conversion. These decisions are driven by other considerations. TCP’s job is to optimize the relative balances as it finds them. Enabling TCP On Existing Taxable Accounts TCP should be enabled before the taxable account is funded, meaning that the initial location can be optimized without the need to sell potentially appreciated assets. A Betterment customer with an existing taxable account who enables TCP should not expect the full incremental benefit, to the extent that assets with built-in capital gains need to be sold to achieve the optimal location. This is because TCP conservatively prioritizes avoiding a certain tax today, over potentially reducing tax in the future. However, the optimization is performed every time there is a deposit (or dividend) to any account. With future cash flows, the portfolio will move closer to whatever the optimal location is determined to be at the time of the deposit. Part VII: Special Considerations Low Bracket Taxpayers: Beware Taxation of investment income is substantially different for those who qualify for a marginal tax bracket of 15% or below. To illustrate, we have modified the chart from Part II to apply to such low bracket taxpayers. Dividends Capital Gains Ordinary Rate N/A Any security held for a year or less (STCG) Preferential Rate N/A N/A No Tax Qualified dividends from any security are not taxed Any security held for a year or more is not taxed (LTCG) TCP is not designed for these investors. Optimizing around this tax profile would reverse many assumptions behind TCP’s methodology. Municipal bonds no longer have an advantage over other bond funds. The arbitrage opportunity between the ordinary and preferential rate is gone. In fact, there’s barely tax of any kind. It is quite likely that such investors would not benefit much from TCP, and may even reduce their overall after-tax return. If the low tax bracket is temporary, TCP over the long-term may still make sense. Also note that some combinations of account balances can, in certain circumstances, still add tax alpha for investors in low tax brackets. One example is when an investor only has traditional and Roth IRA accounts, and no taxable accounts being tax coordinated. Low bracket investors should very carefully consider whether TCP is suitable for them. As a general rule, we do not recommend it. Potential Problems with Coordinating Accounts Meant for Different Time Horizons We began with the premise that asset location is sensible only with respect to accounts that are generally intended for the same purpose. This is crucial, because unevenly distributing assets will result in asset allocations in each account that are not tailored towards the overall goal (or any goal at all). This is fine, as long as we expect that all coordinated accounts will be available for withdrawals at roughly the same time (e.g. at retirement). Only the aggregate portfolio matters in getting there. However, uneven distributions are less diversified. Temporary drawdowns (e.g., the 2008 financial crisis) can mean that a single account may drop substantially more than the overall coordinated portfolio. If that account is intended for a short-term goal, it may not have a chance to recover by the time you need the money. Likewise, if you do not plan on depleting an account during your retirement, and instead plan on leaving it to be inherited for future generations, arguably this account has a longer time horizon than the others and should thus be invested more aggressively. In either case, we do not recommend managing accounts with materially different time horizons as a single portfolio. For a similar reason, you should avoid applying asset location to an account that you expect will be long-term, but one that you may look to for emergency withdrawals. For example, a Safety Net Goal should never be managed by TCP. Large Upcoming Transfers/Withdrawals If you know you will be making large transfers in or out of your tax-coordinated accounts, you may want to delay enabling our tax coordination tool until after those transfers have occurred. This is because large changes in the balances of the underlying accounts can necessitate rebalancing, and thus may cause taxes. With incoming deposits, we can intelligently rebalance your accounts by purchasing asset classes that are underweight. But when large withdrawals or transfers out are made, despite Betterment’s intelligent management of executing trades, some taxes can be unavoidable when rebalancing to your overall target allocation. The only exception to this rule is if the large deposit will be in your taxable account instead of your IRAs. In that case, you should enable tax-coordination before depositing money into the taxable account. This is so our system knows to tax-coordinate you immediately. The goal of tax coordination is to reduce the drag taxes have on your investments, not cause additional taxes. So if you know an upcoming withdrawal or outbound transfer could cause rebalancing, and thus taxes, it would be prudent to delay enabling tax coordination until you have completed those transfers. Mitigating Behavioral Challenges Through Design There is a broader issue that stems from locating assets with different volatility profiles at the account level, but it is behavioral. Uncoordinated portfolios with the same allocation move together. Asset location, on the other hand, will cause one account to dip more than another, testing an investor’s stomach for volatility. Those who enable TCP across their accounts should be prepared for such differentiated movements. Rationally, we should ignore this—after all, the overall allocation is the same—but that is easier said than done. How TCP Interacts with Tax Loss Harvesting+ TCP and TLH work in tandem, seeking to minimize tax impact. As described in more detail below, the precise interaction between the two strategies is highly dependent on personal circumstances. While it is possible that enabling a TCP may reduce harvest opportunities, both TLH and TCP derive their benefit without disturbing the desired asset allocation. Operational Interaction TLH+ was designed around a "tertiary ticker" system, which ensures that no purchase in an IRA or 401(k) managed by Betterment will interfere with a harvested loss in a Betterment taxable account. A sale in a taxable account, and a subsequent repurchase of the same asset class in a qualified account would be incidental for accounts managed as separate portfolios. Under TCP, however, we expect this to occasionally happen by design. When "relocating" assets, either during initial setup, or as part of ongoing optimization, TCP will sell an asset class in one account, and immediately repurchase it in another. The tertiary ticker system allows this reshuffling to happen seamlessly, while attempting to protect any tax losses that are realized in the process. Conceptualizing Blended Performance TCP will affect the composition of the taxable account in ways that are hard to predict, because its decisions will be driven by changes in relative balances among the accounts. Meanwhile, the weight of specific asset classes in the taxable account is a material predictor of the potential value of TLH (more volatile assets should offer more harvesting opportunities). The precise interaction between the two strategies is far more dependent on personal circumstances, such as today’s account balance ratios and future cash flow patterns, than on generally applicable inputs like asset class return profiles and tax rules. These dynamics are best understood as a hierarchy. Asset allocation comes first, and determines what mix of asset classes we should stick to overall. Asset location comes second, and continuously generates tax alpha across all coordinated accounts, within the constraints of the overall portfolio. Tax loss harvesting comes third, and looks for opportunities to generate tax alpha from the taxable account only, within the constraints of the asset mix dictated by asset location for that account. TLH is usually most effective in the first several years after an initial deposit to a taxable account. Over decades, however, we expect it to generate value only from subsequent deposits and dividend reinvestments. Eventually, even a substantial dip is unlikely to bring the market price below the purchase price of the older tax lots. Meanwhile, TCP aims to deliver tax alpha over the entire balance of all three accounts for the entire holding period. *** Betterment does not represent in any manner that TCP will result in any particular tax consequence or that specific benefits will be obtained for any individual investor. The TCP service is not intended as tax advice. Please consult your personal tax advisor with any questions as to whether TCP is a suitable strategy for you in light of your individual tax circumstances. Please see our Tax-Coordinated Portfolio Disclosures for more information. Addendum As of May 2020, for customers who indicate that they’re planning on using a Health Savings Account (HSA) for long-term savings, we allow the inclusion of their HSA in their Tax-Coordinated Portfolio. If an HSA is included in a Tax-Coordinated Portfolio, we treat it essentially the same as an additional Roth account. This is because funds within an HSA grow income tax-free, and withdrawals can be made income tax-free for medical purposes. With this assumption, we also implicitly assume that the HSA will be fully used to cover long-term medical care spending. The tax alpha numbers presented above have not been updated to reflect the inclusion of HSAs, but remain our best-effort point-in-time estimate of the value of TCP at the launch of the feature. As the inclusion of HSAs allows even further tax-advantaged contributions, we contend that the inclusion of HSAs is most likely to additionally benefit customers who enable TCP. 1"Boost Your After-Tax Investment Returns." Susan B. Garland. Kiplinger.com, April 2014. 2But see "How IRA Withdrawals In The Crossover Zone Can Trigger The 3.8% Medicare Surtax," Michael Kitces, July 23, 2014. 3It is worth emphasizing that asset location optimizes around account balances as it finds them, and has nothing to say about which account to fund in the first place. Asset location considers which account is best for holding a specified dollar amount of a particular asset. However, contributions to a TDA are tax-deductible, whereas getting a dollar into a taxable account requires more than a dollar of income. 4Pg. 5, The Kitces Report. January/February 2014. 5Daryanani, Gobind, and Chris Cordaro. 2005. "Asset Location: A Generic Framework for Maximizing After-Tax Wealth." Journal of Financial Planning (18) 1: 44–54. 6The Kitces Report, March/April 2014. 7While the significance of ordinary versus preferential tax treatment of income has been made clear, the impact of an individual’s specific tax bracket has not yet been addressed. Does it matter which ordinary rate, and which preferential rate is applicable, when locating assets? After all, calculating the after-tax return of each asset means applying a specific rate. It is certainly true that different rates should result in different after-tax returns. However, we found that while the specific rate used to derive the after-tax return can and does affect the level of resulting returns for different asset classes, it makes a negligible difference on resulting location decisions. The one exception is when considering using very low rates as inputs (the implication of which is discussed under "Special Considerations"). This should feel intuitive: Because the optimization is driven primarily by the relative size of the after-tax returns of different asset classes, moving between brackets moves all rates in the same direction, generally maintaining these relationships monotonically. The specific rates do matter a lot when it comes to estimating the benefit of the asset location chosen, so rate assumptions are laid out in the "Results" section. In other words, if one taxpayer is in a moderate tax bracket, and another in a high bracket, their optimal asset location will be very similar and often identical, but the high bracket investor may benefit more from the same location. 8In reality, the ordinary rate is applied to the entire value of the TDA, both the principal (i.e., the deductible contributions) and the growth. However, this will happen to the principal whether we use asset location or not. Therefore, we are measuring here only that which we can optimize. 9TCP today does not account for the potential benefit of a foreign tax credit (FTC). The FTC is intended to mitigate the potential for double taxation with respect to income that has already been taxed in a foreign country. The scope of the benefit is hard to quantify and its applicability depends on personal circumstances. All else being equal, we would expect that incorporating the FTC may somewhat increase the after-tax return of certain asset classes in a taxable account—in particular developed and emerging markets stocks. If maximizing your available FTC is important to your tax planning, you should carefully consider whether TCP is the optimal strategy for you. 10Standard market bid-ask spread costs will still apply. These are relatively low, as Betterment considers liquidity as a factor in its investment selection process. Betterment customers do not pay for trades. 11Additionally, in the interest of making interaction with the tool maximally responsive, certain computationally demanding aspects of the methodology were simplified for purposes of the tool only. This could result in a deviation from the target asset location imposed by the TCP service in an actual Betterment account. 12Another way to test performance is with a backtest on actual market data. One advantage of this approach is that it tests the strategy on what actually happened. Conversely, a forward projection allows us to test thousands of scenarios instead of one, and the future is unlikely to look like the past. Another limitation of a backtest in this context—sufficiently granular data for the entire Betterment portfolio is only available for the last 15 years. Because asset location is fundamentally a long-term strategy, we felt it was important to test it over 30 years, which was only possible with Monte Carlo. Additionally, Monte Carlo actually allows us to test tweaks to the algorithm with some confidence, whereas adjusting the algorithm based on how it would have performed in the past is effectively a type of "data snooping". 13That said, the strategy is expected to change the relative balances dramatically over the course of the period, due to unequal allocations. We expect a Roth balance in particular to eventually outpace the others, since the optimization will favor assets with the highest expected return for the TEA. This is exactly what we want to happen. 14For the uncoordinated taxable portfolio, we assume an allocation to municipal bonds (MUB) for the high-quality bonds component, but use investment grade taxable bonds (AGG) in the uncoordinated portfolio for the qualified accounts. While TCP makes use of this substitution, Betterment has offered it since 2014, and we want to isolate the additional tax alpha of TCP specifically, without conflating the benefits. 15Full liquidation of a taxable or TDA portfolio that has been growing for 30 years will realize income that is guaranteed to push the taxpayer into a higher tax bracket. We assume this does not happen, because in reality, a taxpayer in retirement will make withdrawals gradually. The strategies around timing and sequencing decumulation from multiple account types in a tax-efficient manner are out of scope for this paper. Additional References Berkin. A. "A Scenario Based Approach to After-Tax Asset Allocation." 2013. Journal of Financial Planning. Jaconetti, Colleen M., CPA, CFP®. Asset Location for Taxable Investors, 2007. https://personal.vanguard.com/pdf/s556.pdf. Poterba, James, John Shoven, and Clemens Sialm. "Asset Location for Retirement Savers." November 2000. https://faculty.mccombs.utexas.edu/Clemens.Sialm/PSSChap10.pdf. Reed, Chris. "Rethinking Asset Location - Between Tax-Deferred, Tax-Exempt and Taxable Accounts." Accessed 2015. https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2317970. Reichenstein, William, and William Meyer. "The Asset Location Decision Revisited." 2013. Journal of Financial Planning 26 (11): 48–55. Reichenstein, William. 2007. "Calculating After-Tax Asset Allocation is Key to Determining Risk, Returns, and Asset Location." Journal of Financial Planning (20) 7: 44–53. -
What is a tax advisor? Attributes to look for
What is a tax advisor? Attributes to look for Nov 18, 2024 8:00:00 AM Since Betterment isn't a tax advisor, we often suggest that customers see a tax advisor regarding certain issues or decisions. Who exactly is a tax advisor and how should you think about picking one? Tax season is now upon us. Now that you’ve probably received all of your tax forms, you may be facing a choice for how to proceed with filing: do it yourself with tax software or hire a professional tax advisor? Although it certainly will be more expensive than using tax software, hiring a tax advisor makes sense for certain individuals, depending on their financial circumstances. Here are two important factors to consider when deciding if a tax advisor is right for you: Time: Even with tax software guiding you, filing your taxes yourself can be time consuming. You’ll need to make sure that you’ve entered or imported the data from your tax forms correctly, which often takes at least several hours, and your time is worth something. Complexity: The more complicated your financial situation, the more a tax advisor may be able to help you. Have partnership income, or income from an S corporation? Been subject to alternative minimum tax in past years? Received or exercised stock options this year? Tax software can handle these issues, but it will take time, and the risk of mistakes (and even an audit) increases. If you decide that your situation warrants professional assistance, some further questions are worth exploring: what exactly is a tax advisor and how should you think about picking one? Who counts as a tax advisor? Anyone with an IRS Prepare Tax Identification number (a “PTIN” for short) can be paid to file tax returns on behalf of others. But merely having a PTIN doesn’t tell you much about the tax preparer; tax preparers have different experience, skills, and expertise. What you really want is a tax advisor, a professional with a certification and experience level that qualifies her not only to prepare your return, but to use her knowledge of the tax code to provide advice on your financial situation. There are three different professional certifications to consider, each of which qualifies a tax advisor to practice with unlimited representation rights before the IRS. This means that in addition to preparing returns, they also are licensed to represent their clients on audits, payments and collection issues, and appeals. Certified Public Accountants (CPAs) CPAs have completed coursework in accounting, passed the Uniform CPA Examination, and are licensed by state boards of accountancy (which require that they meet experience and good character standards). Some, but not all, CPAs specialize in tax preparation and planning. You can find complaints about CPAs either by searching records with state boards of accountancy and at Better Business Bureaus. Enrolled Agents Enrolled agents are licensed by the Internal Revenue Service after they have passed a three-part examination and a background check. The IRS maintains complaints about enrolled agents on the website of its office for enrollment, and you can also find complaints on the National Association of Enrolled Agents website. Licensed Tax Attorneys Licensed attorneys have graduated from law school, passed a state bar exam, and are admitted to the bar in at least one state. Some, but not all, attorneys specialize in tax preparation and planning. Many tax attorneys have completed an additional year of law school study in a master’s program in tax (called a Tax LL.M. degree). Disciplinary actions against attorneys can be found by searching the state bar associations with which the attorney is registered. How to Select a Tax Advisor or Tax Consultant No tax advisor with one of the certifications described above is necessarily better than any of the others in all situations. Rather, what matters most is: How the advisor approaches the tax preparation process, including the specific experience the tax advisor has with issues relevant to your particular financial situation. Whether you feel comfortable with the tax advisor. How the advisor structures their fees. You may be able to screen potential advisors along several of these dimensions based on information you can find about them online; for others, an initial meeting will be critical to determine if the advisor is right for you. 1. Assess your confidence in the quality of a tax advisor's recommendations, as well as their experience. Here are a few specific factors to consider carefully when assessing the potential quality of a tax advisor's work. First, you should try to identify a tax advisor who will act ethically and with integrity. Before scheduling a meeting with a potential tax advisor, check to see if the advisor has been subject to any complaints, disciplinary actions, or other ethical infractions. When meeting with the advisor, be on the lookout for outlandish promises: if an advisor guarantees you a certain refund without having first looked at your returns, you should be wary (any promise that sounds too good to be true probably is). If the advisor suggests taking a position on a tax return that strikes you as overly aggressive (because it is not grounded in your actual financial situation) or if you simply do not understand something the advisor is saying, make sure to ask, and keep asking until you are satisfied with the answer. Having a tax advisor prepare your returns does not take away your responsibility for the accuracy of your tax return. Of course, an advisor who knowingly takes an improper position on a tax return will face consequences, but it is your return, and you can too. A good tax advisor also should provide more value than simply filling out your returns. She should help you to structure your finances in an optimal way from a tax perspective. Not every tax advisor has expertise with every nuance of the tax code, and so you’ll want to make sure that the advisor you select has significant experience with the particular issues for which you’re seeking expert advice. Of course, there are certain common issues that every good advisor should know: for example, how to maximize the value and efficacy of your charitable contributions, how to weigh the tax tradeoffs between renting and owning a home, or how to save money for or gift money to family members. For other less common situations, however, you’ll want an advisor with specific experience. If you own a business or are self-employed, if you work for a startup and own a significant number of stock options, or if some portion of your income is reported on a K-1 (because you are a partner in a business or own shares in an S corporation), you likely will be best served by finding an advisor who has worked with a significant number of clients with these tax issues. Finally, maintaining the security of your personal information is more important than ever these days, and the inputs for your taxes is some of the most sensitive information you have. There will always be some risk of data breaches, but a good tax advisor will take steps to safeguard your information. Make sure that you ask about how the tax advisor stores your personal information and what methods she uses to communicate with you regarding sensitive topics. You also should ask about whether the advisor has ever been subject to a data breach and what steps the advisor is taking to protect against future ones. 2. Assess your comfort level with the working relationship. You want to make sure you have a good rapport with your tax advisor, and that you feel like you understand each other. At your first meeting, make sure to bring three years’ worth of old tax returns for your advisor to review. Ask if you missed any deductions, and if your old returns raise any audit flags. Consider the advisor’s responses. Does the advisor seem willing to spend time with you to ask thorough questions to fully understand your situation? Or does she rush through in a way that makes you feel like she might be missing certain issues or nuances? Does the advisor explain herself in a way that is understandable to you, even though you don’t have a tax background? Or does the advisor leave you confused? A tax advisor may work by herself or be a member of a larger organization or practice. Each approach has its benefits and drawbacks. You can be sure that a solo practitioner will be the one who actually prepares your returns, but it may be harder to reach the advisor during the height of tax season, and the advisor may find it difficult to get a second opinion on tricky issues or issues outside her core areas of expertise. On the other hand, although the collective expertise of a larger practice may exceed that of even a very talented advisor practicing on her own, it may be more difficult to ensure that your return is prepared personally by your advisor. Finally, think about whether you want to work with a tax advisor who is already part of your social network, or who has been referred by a trusted family member or friend. On the one hand, having the seal of approval of someone you know and trust may help to assure you that the advisor is right for you. On the other hand, consider whether it will be harder to part ways with the advisor down the road if she fails to meet your standards. 3. Evaluate the cost of the tax advice. The final issue you’ll want to think about is cost. Tax preparation services are a low margin business (particularly with the competition that tax preparers face from low cost software), but you can expect to pay more for tax planning services or advice. The best cost structure is one where the tax advisor charges for her time or for the specific forms that the advisor completes and files. By paying for the advice itself and not a particular outcome, this cost arrangement properly aligns the incentives between your tax advisor and you. Be wary of compensation structures that create the potential for conflicts of interest between you and and your tax advisor. For example, some tax advisors may try to earn additional revenue from you by selling other services or financial products along with tax preparation. Ultimately, when it comes to cost, your goal should not be solely to minimize your combined out of pocket cost to the IRS and your advisor for this year’s tax return. Rather, you should take a longer term view, recognizing that good, personalized tax advice can help you to structure your financial life in a tax-efficient way that can pay dividends for years to come. -
How Tax Impact Preview works
How Tax Impact Preview works Nov 18, 2024 8:00:00 AM Betterment continues to make investing more transparent and tax-efficient, and empowers you to make smarter financial decisions. Selling securities has tax implications. Typically, these announce themselves the following year, when you get your tax statement. Betterment’s Tax Impact Preview feature provides a real-time tax estimate for a withdrawal or allocation change before you confirm the transaction. Tax Impact Preview potentially lowers your tax bill by showing you key information to make an informed decision. Tax Impact Preview is available to all Betterment customers at no additional cost. How It Works When you initiate a sale of securities (a withdrawal or allocation change), our algorithms first determine which ETFs to sell (rebalancing you in the process, by first selling the overweight components of your portfolio). Within each ETF, our lot selection algorithm, which we call TaxMin, is designed to select the most tax-efficient lots, selling losses first, and short-term gains last. To use Tax Impact Preview, select the “Estimate tax impact” button when you initiate an allocation change or withdrawal, which will give you detailed estimates of expected gains and/or losses, breaking them down by short and long-term. If your transaction results in a net gain, we estimate the maximum tax you might owe. Why Estimated? The tax owed is an estimate because the precise tax owed depends on many circumstances specific to you, including your tax bracket and the presence of past and future capital gains or losses for the year across all of your investment accounts. We use the highest applicable rates, to give you an upper-bound estimate. The gains and losses are also estimates as these depend on the exact price that the various ETFs will sell at. If the estimate is done after market close, the prices are sure to move a bit by the time the market opens. Even during the day, a few minutes will pass between the preview and the trades, and prices will shift some, so the estimates will no longer be 100% accurate. Finally, while we are able to factor in wash sale implications from prior purchases in your Betterment account, the estimates could change substantially due to future purchases, and we do not factor in activity in non-Betterment accounts. That is why every number we show you, while useful, is an estimate. Tax Impact Preview is not tax advice, and you should consult a tax professional on how these estimates apply to your individual situation. Why You Should Avoid Short-Term Capital Gains Smart investors take every opportunity to defer a gain from short-term to long-term—it can make a substantive difference in the return from that investment. To demonstrate, let’s assume a long-term rate of 20% and a short-term rate of 40%. A $10,000 investment with a 10% return—or $1,000—will result in a $400 tax if you sell less than a year (365 days or less) after you invested. But if you wait more than a year (366 days or more) to sell, the tax will be only $200.That’s the difference between a 6% and 8% after-tax return. Market timing is usually not a good idea, and most of us know this. Betterment’s Tax Impact Preview is intended to put a real dollar cost on knee-jerk reactions to market volatility (such as withdrawals or allocation changes) to help investors reconsider the critical moment when they are about to deviate from their long-term plan. -
Tax impact using our cost basis accounting method
Tax impact using our cost basis accounting method Nov 7, 2024 10:00:00 AM Selecting tax lots efficiently can address and reduce the tax impact of your investments. Selecting tax lots efficiently can address and reduce the tax impact of your investments. When choosing which tax lots of a security to sell, our method factors in both cost basis as well as duration held. When you make a withdrawal for a certain dollar amount from an investment account, your broker converts that amount into shares, and sells that number of shares. Assuming you are not liquidating your entire portfolio, there's a choice to be made as to which of the available shares are sold. Every broker has a default method for choosing those shares, and that method can have massive implications for how the sale is taxed. Betterment's default method seeks to reduce your tax impact when you need to sell shares. Basis reporting 101 The way investment cost basis is reported to the IRS was changed as a result of legislation that followed the financial crisis in 2008. In the simplest terms, your cost basis is what you paid for a security. It’s a key attribute of a “tax lot”—a new one of which is created every time you buy into a security. For example, if you buy $450 of Vanguard Total Stock Market ETF (VTI), and it’s trading at $100, your purchase is recorded as a tax lot of 4.5 shares, with a cost basis of $450 (along with date of purchase.) The cost basis is then used to determine how much gain you’ve realized when you sell a security, and the date is used to determine whether that gain is short or long term. However, there is more than one way to report cost basis, and it’s worthwhile for the individual investor to know what method your broker is using—as it will impact your taxes. Brokers report your cost basis on Form 1099-B, which Betterment makes available electronically to customers each tax season. Tax outcomes through advanced accounting When you buy the same security at different prices over a period of time, and then choose to sell some (but not all) of your position, your tax result will depend on which of the shares in your possession you are deemed to be selling. The default method stipulated by the IRS and typically used by brokers is FIFO (“first in, first out”). With this method, the oldest shares are always sold first. This method is the easiest for brokers to manage, since it allows them to go through your transactions at the end of the year and only then make determinations on which shares you sold (which they must then report to the IRS.) FIFO may get somewhat better results than picking lots at random because it avoids triggering short-term gains if you hold a sufficient number of older shares. As long as shares held for more than 12 months are available, those will be sold first. Since short-term tax rates are typically higher than long-term rates, this method can avoid the worst tax outcomes. However, FIFO's weakness is that it completely ignores whether selling a particular lot will generate a gain or loss. In fact, it's likely to inadvertently favor gains over losses; the longer you've held a share, the more likely it's up overall from when you bought it, whereas a recent purchase might be down from a temporary market dip. Fortunately, the IRS allows brokers to offer investors a different default method in place of FIFO, which selects specific shares by applying a set of rules to whatever lots are available whenever they sell. While Betterment was initially built to use FIFO as the default method, we’ve upgraded our algorithms to support a more sophisticated method of basis reporting, which aims to result in better tax treatment for securities sales in the majority of circumstances. Most importantly, we’ve structured it to replace FIFO as the new default—Betterment customers don’t need to do a thing to benefit from it. Betterment’s TaxMin method When a sale is initiated in a taxable account for part of a particular position, a choice needs to be made about which specific tax lots of that holding will be sold. Our algorithms select which specific tax lots to sell, following a set of rules which we call TaxMin. This method is more granular in its approach, and will aim to improve the tax impact for most transactions, as compared to FIFO. How does the TaxMin method work? Realizing taxable losses instead of gains and allowing short-term gains to mature into long-term gains (which are generally taxed at a lower rate) generally results in a lower tax liability in the long run. Accordingly, TaxMin also considers the cost basis of the lot, with the goal of realizing losses before any gains, regardless of when the shares were bought. Lots are evaluated to be sold in the following order: Short-term losses Long-term losses Long-term gains Short-term gains Generally, we sell shares in a way that is intended to prioritize generating short-term capital losses, then long-term capital losses, followed by long-term capital gains and then lastly, short-term capital gains. The algorithm looks through each category before moving to the next, but within each category, lots with the highest cost basis are targeted first. In the case of a gain, the higher the basis, the smaller the gain, which results in a lower tax burden. In the case of a loss, the opposite is true: the higher the basis, the bigger the loss (which can be beneficial, since losses can be used to offset gains). 1 A simple example If you owned the following lots of the same security, one share each, and wanted to sell one share on July 1, 2021 at the price of $105 per share, you would realize $10 of long term capital gains if you used FIFO. With TaxMin, the same trade would instead realize a $16 short term loss. If you had to sell two shares, FIFO would get you a net $5 long term gain, while TaxMin would result in a $31 short term loss. To be clear, you pay taxes on gains, while losses can help reduce your bill. Purchase Price ($) Purchase Date Gain or Loss ($) FIFO Selling order TaxMin Selling order $95 1/1/20 +10 1 4 $110 6/1/20 -5 2 3 $120 1/1/21 -15 3 2 $100 2/1/21 +5 4 5 $121 3/1/21 -16 5 1 What can you expect? TaxMin automatically works to reduce the tax impact of your investment transactions in a variety of circumstances. Depending on the transaction, the tax-efficiency of various tax-lot selection approaches may vary based on the individual’s specific circumstances (including, but not limited to, tax bracket and presence of other gains or losses.) Note that Betterment is not a tax advisor and your actual tax outcome will depend on your specific tax circumstances—consult a tax advisor for licensed advice specific to your financial situation. Footnote 1 Note that when a customer makes a change resulting in the sale of the entirety of a particular holding in a taxable account (such as a full withdrawal or certain portfolio strategy changes), tax minimization may not apply because all lots will be sold in the transaction. -
How donating shares instead of dollars can lead to tax-free investing
How donating shares instead of dollars can lead to tax-free investing Oct 25, 2024 6:00:00 AM And how we make it easy. Donating to charity isn't the big tax write-off it used to be. Not since the 2017 Tax Cuts and Jobs Act watered down the charitable tax deduction. But altruistic investors such as yourself have another tax-saving option at your disposal: donating shares. In this article, we’ll walk you through: How donating and replacing shares resets their tax bill How pairing the strategy with tax loss harvesting can plus-up the savings How we make it all easier to pull off than your favorite video game cheat code How donating and replacing shares resets their tax bill Let's start with a couple prerequisites up front: You can only donate appreciated shares, meaning ones that have gained in value. We require that you've held them for at least a year to maximize the tax savings. You can only donate shares from a taxable investing account. That means tax-advantaged accounts such as 401(k)s and IRAs—with one exception that’s neither here nor there—are off the table. So if you'd like to start leveraging this tax strategy, you'll need to first open and fund a taxable investing account. You can even give it a name like “Giving fund” and contribute to it solely for this purpose. Similar to the mechanics of tax loss harvesting, donating shares lowers your taxes thanks to a little something called cost basis. Cost basis is the price you pay for a share. It's how the IRS calculates the profits (i.e. capital gains) on your investing, and by extension your capital gains tax owed. By donating and—most importantly—replacing shares, you're resetting the cost basis of that slice of your investing. So a share that had increased in value by say, 20%, suddenly becomes, in the eyes of the IRS, a share that hasn't appreciated at all. It's as if all the gains to that point never happened. Don't worry; the gains are still very much there. And you're wealthier for it. But the taxes owed if or when you ultimately liquidate those investments will be lower than if you had never donated. How adding tax loss harvesting can plus-up the savings Tax loss harvesting (TLH) helps you defer taxes down the road, freeing up more cash to invest now. In exchange for the tax break today, a share that's sold or “harvested” for a loss and replaced carries a lower cost basis and higher future tax bill. It’s like handing Uncle Sam an IOU come tax time. But guess what happens when you donate a share that was originally part of a harvest? You erase its entire tax bill up to that point—TLH IOU and all. It's one of the few ways you can avoid paying taxes altogether on some of your investing. So it’s no wonder why this combo move has long been a favorite of wealthy investors. Now, thanks to technology like ours, it's never been easier for everyday investors to do right while reaping the rewards. How we make it easy to donate shares Before tech like ours lowered the bar, donating shares required several steps, things like tracking down the charity’s brokerage information, figuring out which shares to give, and filling out the necessary forms. But with Betterment, it’s as easy as logging in on a desktop browser and making a few clicks. We show you exactly how much of your taxable investing is eligible to donate, and we don’t charge any processing fees, meaning your entire donation goes directly to the charity you support. Choose from more than a dozen charities we partner directly with, or use our friends at Daffy to open a donor-advised fund, a special kind of investment account for making charitable donations, and contribute to it straight from Betterment. For a monthly fee starting at $3, Daffy lets you choose from up to 1.5 million nonprofits, schools, and faith-based organizations. Whether you’re doing it for the tax break, or doing it for the sake of doing good, we’re dedicated to making the process a simple one.
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