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AllTopicsToday > Blog > Investing & Finance > Betterment’s tax loss harvesting methodology
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Investing & Finance

Betterment’s tax loss harvesting methodology

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Last updated: October 20, 2025 4:45 pm
AllTopicsToday
Published: October 20, 2025
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TABLE OF CONTENTS

Navigating the “Wash Sale” rule
The Betterment answer
Tax loss harvesting mannequin calibration
Finest practices for TLH
How we calculate the worth of tax loss harvesting
Your customized Estimated Tax Financial savings device
Conclusion

There are numerous methods to get your investments to work tougher for you— diversification, draw back threat administration, and an applicable mixture of asset lessons tailor-made to your really helpful allocation. Betterment does this robotically by way of its ETF portfolios.

However there may be one other method that can assist you get extra out of your portfolio—utilizing funding losses to enhance your after-tax returns with a way known as tax loss harvesting. On this article, we introduce Betterment’s tax loss harvesting (TLH): a classy, totally automated device that Betterment prospects can select to allow.

Betterment’s tax loss harvesting service scans portfolios repeatedly for alternatives (short-term dips that consequence from market volatility) for alternatives to comprehend losses which may be beneficial come tax time. Whereas the idea of tax loss harvesting isn’t new for rich traders, tax loss harvesting makes use of a lot of improvements that typical implementations might lack. It takes a holistic method to tax-efficiency, looking for to optimize user-initiated transactions along with including worth by means of automated exercise, equivalent to rebalances.

What’s tax loss harvesting?

Capital losses can decrease your tax invoice by offsetting positive factors, however the one method to understand a loss is to promote the depreciated asset. Nevertheless, in a well-allocated portfolio, every asset performs a vital function in offering a bit of whole market publicity. For that purpose, an investor mustn’t wish to surrender potential anticipated returns related to every asset simply to comprehend a loss.

At its most simple stage, tax loss harvesting is promoting a safety that has skilled a loss—after which shopping for a correlated asset (i.e. one that gives comparable publicity) to switch it. The technique has two advantages: it permits the investor to “harvest” a beneficial loss, and it retains the portfolio balanced on the desired allocation.

How can it decrease your tax invoice?

Capital losses can be utilized to offset capital positive factors you’ve realized in different transactions over the course of a 12 months—positive factors on which you’d in any other case owe tax. Then, if there are losses left over (or if there have been no positive factors to offset), you’ll be able to offset as much as $3,000 of atypical earnings for the 12 months. If any losses nonetheless stay, they are often carried ahead indefinitely.

Tax loss harvesting is primarily a tax deferral technique, and its profit relies upon solely on particular person circumstances. Over the long term, it may possibly add worth by means of some mixture of those distinct advantages that it seeks to supply:

Tax deferral: Losses harvested can be utilized to offset unavoidable positive factors within the portfolio, or capital positive factors elsewhere (e.g., from promoting actual property), deferring the tax owed. Financial savings which are invested might develop, assuming a conservative development fee of 5% over a 10-year interval, a greenback of tax deferred could be price $1.63. Even after belatedly parting with the greenback, and paying tax on the $0.63 of development, you’re forward.
Pushing capital positive factors right into a decrease tax fee: In case you’ve realized short-term capital positive factors (STCG) this 12 months, they’ll typically be taxed at your highest fee. Nevertheless, when you’ve harvested losses to offset them, the corresponding acquire you owe sooner or later could possibly be long-term capital acquire (LTCG). You’ve successfully turned a acquire that may have been taxed as much as 50% right now right into a acquire that will probably be taxed extra calmly sooner or later (as much as 30%).
Changing atypical earnings into long-term capital positive factors: A variation on the above: offsetting as much as $3,000 out of your atypical earnings shields that quantity out of your prime marginal fee, however the offsetting future acquire will probably be taxed on the LTCG fee.
Everlasting tax avoidance in sure circumstances: tax loss harvesting supplies advantages now in change for growing built-in positive factors, topic to tax later. Nevertheless, below sure circumstances (charitable donation, bequest to heirs), these positive factors might keep away from taxation solely.

Navigating the “Wash Sale” rule

Abstract: Wash sale rule administration is on the core of any tax loss harvesting technique. Unsophisticated approaches can detract from the worth of the harvest or place constraints on buyer money flows with the intention to operate.

At a excessive stage, the so-called “Wash Sale” rule disallows a loss from promoting a safety if a “considerably similar” safety is bought 30 days after or earlier than the sale. The rationale is {that a} taxpayer mustn’t get pleasure from the advantage of deducting a loss if they didn’t really eliminate the safety.

The wash sale rule applies not simply to conditions when a “considerably similar” buy is made in the identical account, but in addition when the acquisition is made within the particular person’s IRA/401(ok) account, and even in a partner’s account. This broad utility of the wash sale rule seeks to make sure that traders can not make the most of nominally totally different accounts to take care of their possession, and nonetheless profit from the loss.

A wash sale involving an IRA/401(ok) account is especially unfavorable. Usually, a “washed” loss is postponed till the substitute is offered, but when the substitute is bought in an IRA/401(ok) account, the loss is completely disallowed.

If not managed accurately, wash gross sales can undermine tax loss harvesting. Dealing with proceeds from the harvest isn’t the only real concern—any deposits made within the following 30 days (whether or not into the identical account, or into the person’s IRA/401(ok)) additionally should be allotted with care.

Minimizing the wash

The only method to keep away from triggering a wash sale is to keep away from buying any safety in any respect for the 30 days following the harvest, conserving the proceeds (and any inflows throughout that interval) in money. This method, nonetheless, would systematically hold a portion of the portfolio out of the market. Over the long run, this “money drag” might damage the portfolio’s efficiency.

Extra superior methods repurchase an asset with comparable publicity to the harvested safety that’s not “considerably similar” for functions of the wash sale rule. Within the case of a person inventory, it’s clear that repurchasing inventory of that very same firm would violate the rule. Much less clear is the therapy of two index funds from totally different issuers (e.g., Vanguard and Schwab) that monitor the identical index. Whereas the IRS has not issued any steering to recommend that such two funds are “considerably similar,” a extra conservative method when coping with an index fund portfolio could be to repurchase a fund whose efficiency correlates carefully with that of the harvested fund, however tracks a special index.

Tax loss harvesting is mostly designed round this index-based logic and customarily seeks to scale back wash gross sales, though it can not keep away from potential wash gross sales arising from transactions in tickers that monitor the identical index the place one of many tickers isn’t at present a main, secondary, or tertiary ticker (as these phrases are outlined on this white paper). This example might come up, for instance, when different tickers are transferred to Betterment or the place they had been beforehand a main, secondary, or tertiary ticker. Moreover, for some portfolios constructed by third events (e.g., Vanguard, Blackrock, or Goldman Sachs), sure secondary and tertiary tickers monitor the identical index. Sure asset lessons in portfolios constructed by third events (e.g., Vanguard, Blackrock, or Goldman Sachs) shouldn’t have tertiary tickers, such that completely disallowed losses might happen if there have been overlapping holdings in taxable and tax-advantaged accounts. Betterment’s TLH characteristic may additionally allow wash gross sales the place the anticipated tax good thing about the general harvest transaction sufficiently outweighs the influence of anticipated washed losses .

Deciding on a viable substitute safety is only one piece of the accounting and optimization puzzle. Manually implementing a tax loss harvesting technique is possible with a handful of securities, little to no money flows, and rare harvests. Property might nonetheless dip in worth however doubtlessly get well by the top of the 12 months, subsequently annual methods or rare harvests might go away many losses on the desk. The wash sale administration and tax lot accounting essential to assist extra frequent harvesting rapidly turns into overwhelming in a multi-asset portfolio—particularly with common deposits, dividends, and rebalancing.

An efficient loss harvesting algorithm ought to be capable of maximize harvesting alternatives throughout a full vary of volatility eventualities, with out sacrificing the investor’s international asset allocation. It ought to reinvest harvest proceeds into correlated alternate property, all whereas dealing with unexpected money inflows from the investor with out ever resorting to money positions. It must also be capable of monitor every tax lot individually, harvesting particular person heaps at an opportune time, which can rely upon the volatility of the asset. Tax loss harvesting was created as a result of no obtainable implementations appeared to unravel all of those issues.

Present methods and their limitations

Each tax loss harvesting technique shares the identical primary aim: to maximise a portfolio’s after-tax returns by realizing built-in losses whereas minimizing the destructive influence of wash gross sales.

Approaches to tax loss harvesting differ primarily in how they deal with the proceeds of the harvest to keep away from a wash sale. Beneath are the three methods generally employed by handbook and algorithmic implementations.

After promoting a safety that has skilled a loss, current methods would probably have you ever:

Present technique

Downside

Delay reinvesting the proceeds of a harvest for 30 days, thereby making certain that the repurchase is not going to set off a wash sale.

Whereas it’s the simplest methodology to implement, it has a serious disadvantage: no market publicity—additionally known as money drag. Money drag hurts portfolio returns over the long run, and will offset any potential profit from tax loss harvesting.

Reallocate the money into a number of solely totally different asset lessons within the portfolio.

This methodology throws off an investor’s desired asset allocation. Moreover, such purchases might block different harvests over the following 30 days by establishing potential wash gross sales in these different asset lessons.

Change again to authentic safety after 30 days from the substitute safety. Frequent handbook method, additionally utilized by some automated investing providers.

A switchback can set off short-term capital positive factors when promoting the substitute safety, lowering the tax good thing about the harvest. Even worse, this technique can go away an investor owing extra tax than if it did nothing.

The hazards of switchbacks

Within the 30 days main as much as the switchback, two issues can occur: the substitute safety can drop additional, or go up. If it goes down, the switchback will understand an extra loss. Nevertheless, if it goes up, which is what any asset with a constructive anticipated return is predicted to do over any given interval, the switchback will understand short-term capital positive factors (STCG)—kryptonite to a tax-efficient portfolio administration technique.

An try to mitigate this threat could possibly be setting a better threshold based mostly on volatility of the asset class—solely harvesting when the loss is so deep that the asset is unlikely to completely get well in 30 days. After all, there may be nonetheless no assure that it’ll not, and the value paid for this buffer is that your lower-yielding harvests can even be much less frequent than they could possibly be with a extra refined technique.

Examples of destructive tax arbitrage

Unfavourable tax arbitrage with automated 30-day switchback

An automated 30-day switchback can destroy the worth of the harvested loss, and even enhance tax owed, relatively than scale back it. A considerable dip presents a wonderful alternative to promote a complete place and harvest a long-term loss. Proceeds will then be re-invested in a extremely correlated substitute (monitoring a special index). 30 days after the sale, the dip proved short-term and the asset class greater than recovered. The switchback sale ends in STCG in extra of the loss that was harvested, and really leaves the investor owing tax, whereas with out the harvest, they’d have owed nothing.

Because of a technical nuance in the way in which positive factors and losses are netted, the 30- day switchback may end up in destructive tax arbitrage, by successfully pushing current positive factors into a better tax fee.

When including up positive factors and losses for the 12 months, the principles require netting of like in opposition to like first. If any long-term capital acquire (LTCG) is current for the 12 months, you will need to internet a long-term capital loss (LTCL) in opposition to that first, and solely then in opposition to any STCG.

Unfavourable tax arbitrage when unrelated long-term positive factors are current

Now let’s assume the taxpayer realized a LTCG. If no harvest takes place, the investor will owe tax on the acquire on the decrease LTCG fee. Nevertheless, when you add the LTCL harvest and STCG switchback trades, the principles now require that the harvested LTCL is utilized first in opposition to the unrelated LTCG. The harvested LTCL will get used up solely, exposing your entire STCG from the switchback as taxable. As a substitute of sheltering the extremely taxed acquire on the switchback, the harvested loss obtained used up sheltering a lower-taxed acquire, creating far larger tax legal responsibility than if no harvest had taken place.

Within the presence of unrelated transactions, unsophisticated harvesting can successfully convert current LTCG into STCG. Some traders repeatedly generate vital LTCG (as an illustration, by progressively diversifying out of a extremely appreciated place in a single inventory). It’s these traders, in reality, who would profit probably the most from efficient tax loss harvesting.

Unfavourable tax arbitrage with dividends

Unfavourable tax arbitrage may end up in reference to dividend funds. If sure situations are met, some ETF distributions are handled as “certified dividends”, taxed at decrease charges. One situation is holding the safety for greater than 60 days. If the dividend is paid whereas the place is within the substitute safety, it is not going to get this favorable therapy: below a inflexible 30-day switchback, the situation can by no means be met. In consequence, as much as 20% of the dividend is misplaced to tax (the distinction between the upper and decrease fee).

The Betterment answer

Abstract: Betterment’s tax loss harvesting approaches tax-efficiency holistically, looking for to optimize transactions, together with buyer exercise.

The advantages tax loss harvesting seeks to ship, embody:

No publicity to short-term capital positive factors in an try to reap losses. By our proprietary Parallel Place Administration (PPM) system, a dual-security asset class method enforces choice for one safety with out needlessly triggering capital positive factors in an try to reap losses, all with out placing constraints on buyer money flows.
No destructive tax arbitrage traps related to much less refined harvesting methods (e.g., 30-day switchback), making tax loss harvesting particularly suited to these producing massive long-term capital positive factors on an ongoing foundation.
Zero money drag. With fractional shares and seamless dealing with of all inflows throughout wash sale home windows, each greenback of your ETF portfolio is invested.
Tax loss preservation logic prolonged to user-realized losses, not simply harvested losses, robotically defending each from the wash sale rule. In brief, person withdrawals all the time promote any losses first.
No disallowed losses by means of overlap with a Betterment IRA/401(ok). We use a tertiary ticker system to get rid of the potential of completely disallowed losses triggered by subsequent IRA/401(ok) exercise.² This makes TLH splendid for many who put money into each taxable and tax-advantaged accounts.
Harvests additionally take the chance to rebalance throughout all asset lessons, relatively than re-invest solely throughout the identical asset class. This additional reduces the necessity to rebalance throughout risky stretches, which suggests fewer realized positive factors, and better tax alpha.

By these improvements, tax loss harvesting creates vital worth over manually-serviced or much less refined algorithmic implementations. Tax loss harvesting is accessible to traders —totally automated, efficient, and at no extra value.

Parallel securities

To make sure that every asset class is supported by optimum securities in each main and alternate (secondary) positions, we screened by expense ratio, liquidity (bid-ask unfold), monitoring error vs. benchmark, and most significantly, covariance of the alternate with the first.1

Whereas there are small value variations between the first and alternate securities, the price of destructive tax arbitrage from tax-agnostic switching vastly outweighs the price of sustaining a twin place inside an asset class.

Tax loss harvesting encompasses a particular mechanism for coordination with IRAs/401(ok)s that requires us to select a 3rd (tertiary) safety in every harvestable asset class (besides in municipal bonds, which aren’t within the IRA/401(ok) portfolio). Whereas these have a better value than the first and alternate, they don’t seem to be anticipated to be utilized typically, and even then, for brief durations (extra beneath in IRA/401(ok) safety).

Parallel place administration

As demonstrated, the unconditional 30-day switchback to the first safety is problematic for a lot of causes. To repair these issues, we engineered a platform to assist tax loss harvesting, which seeks to tax-optimize person and system-initiated transactions: the Parallel Place Administration (PPM) system.

PPM permits every asset class to comprise a main safety to symbolize the specified publicity whereas sustaining alternate and tertiary securities which are carefully correlated securities, ought to that end in a greater after-tax final result.

PPM supplies a number of enhancements over the switchback technique. First, pointless positive factors are minimized. Second, the parallel safety (could possibly be main or alternate) serves as a secure harbor to scale back potential wash gross sales—not simply from harvest proceeds, however any money inflows. Third, the mechanism seeks to guard not simply harvested losses, however losses realized by the shopper as effectively.

PPM not solely facilitates efficient alternatives for tax loss harvesting, but in addition extends most tax-efficiency to customer-initiated transactions. Each buyer withdrawal is a possible harvest (losses are offered first). And each buyer deposit and dividend is routed to the parallel place that would cut back wash gross sales, whereas shoring up the goal allocation.

PPM has a choice for the first safety when rebalancing and for all money move occasions—however all the time topic to tax concerns. That is how PPM behaves below numerous situations:

Transaction

PPM conduct

Withdrawals and gross sales from rebalancing

Gross sales default out of the alternate place (if such a place exists), however not on the expense of triggering STCG—in that case, PPM will promote numerous the first safety first. Rebalancing will try to cease in need of realizing STCG. Taxable positive factors are minimized at each resolution level—STCG tax heaps are the final to be offered on a person withdrawal.

Deposits, buys from rebalancing, and dividend reinvestments

PPM directs inflows to underweight asset lessons, and inside every asset class, into the first, until doing so incurs larger wash sale prices than shopping for the alternate.

Harvest occasions

TLH harvests can come out of the first into the alternate, or vice versa, relying on which harvest has a larger anticipated worth. After an preliminary harvest, it might make sense in some unspecified time in the future to reap again into the first, to reap extra of the remaining main into the alternate, or to do nothing.

Wash sale administration

Managing money flows throughout each taxable and IRA/401(ok) accounts with out washing realized losses is a fancy downside.

Tax loss harvesting operates with out constraining the way in which that prospects favor contributing to their portfolios, and with out resorting to money positions. With the advantage of parallel positions, Betterment weighs wash sale implications of deposits,withdrawals and dividend reinvestment This method protects not simply harvested losses, but in addition losses realized by means of withdrawals.

Minimizing wash sale by means of tertiary tickers in IRA/401(ok)

As a result of IRA/401(ok) wash gross sales are significantly unfavorable—the loss is disallowed completely—tax loss harvesting ensures that no loss realized within the taxable account is washed by a subsequent deposit right into a Betterment IRA/401(ok) with a tertiary ticker system in IRA/401(Ok) and no harvesting is completed in IRA/401(ok).

Let’s have a look at an instance of how tax loss harvesting handles a doubtlessly disruptive IRA influx with a tertiary ticker when there are realized losses to guard, utilizing actual market knowledge for a Developed Markets asset class.

The shopper begins with a place in VEA, the first safety, in each the taxable and IRA accounts. We harvest a loss by promoting your entire taxable place, after which repurchasing the alternate safety, SCHF.

Loss harvested in VEA

Two weeks cross, and the shopper makes a withdrawal from the taxable account (your entire SCHF place, for simplicity), aspiring to fund the IRA. In these two weeks, the asset class dropped extra, so the sale of SCHF additionally realized a loss. The VEA place within the IRA stays unchanged.

Buyer withdrawal sells SCHF at a loss

Customer Withdrawal Sells SCHF at a Loss

Just a few days later, the shopper contributes to his IRA, and $1,000 is allotted to the Developed Markets asset class, which already incorporates some VEA. Even though the shopper not holds any VEA or SCHF in his taxable account, shopping for both one within the IRA would completely wash a beneficial realized loss. The Tertiary Ticker System robotically allocates the influx into the third possibility for developed markets, IEFA.

IRA deposit into tertiary Ticker

IRA Deposit into Tertiary Ticker

Each losses have been preserved, and the shopper now holds VEA and IEFA in his IRA, sustaining desired allocation always. As a result of no capital positive factors are realized in an IRA/401(ok), there isn’t any hurt in switching out of the IEFA place and consolidating your entire asset class in VEA when there isn’t any hazard of a wash sale.

The consequence: Clients utilizing TLH who even have their IRA/401(ok) property with Betterment can know that Betterment will search to guard beneficial realized losses at any time when they deposit into their IRA/401(ok), whether or not it’s lump rollover, auto-deposits and even dividend reinvestments.

Good rebalancing

Lastly, tax loss harvesting directs the proceeds of each harvest to rebalance your entire portfolio, the identical method {that a} Betterment account handles any incoming money move (deposit, dividend). A lot of the money is predicted to remain in that asset class and be reinvested into the parallel asset, however a few of it could not. Recognizing each harvest as a rebalancing alternative additional reduces the necessity for extra promoting in instances of volatility, additional lowering tax legal responsibility. As all the time, fractional shares enable the inflows to be allotted with precision.

Tax loss harvesting mannequin calibration

Abstract: To make harvesting selections, tax loss harvesting optimizes round a number of inputs, derived from rigorous Monte Carlo simulations.

The choice to reap is made when the profit, internet of value, exceeds a sure threshold. The potential good thing about a harvest is mentioned intimately beneath (“Outcomes”). In contrast to a 30-day switchback technique, tax loss harvesting doesn’t incur the anticipated STCG value of the switchback commerce. Due to this fact, “value” consists of three elements: buying and selling expense, execution expense, and elevated value of possession for the substitute asset (if any).

Buying and selling prices are included within the wrap price paid by Betterment prospects. Tax loss harvesting is engineered to issue within the different two elements, configurable on the asset stage, and the ensuing value approaches negligible. Bid-ask spreads for the majority of harvestable property are slender. We search funds with expense ratios for the key main/alternate ETF pairs which are shut, and within the case the place a harvest again to the first ticker is being evaluated, that distinction is definitely a profit, not a value.

There are two common approaches to testing a mannequin’s efficiency: historic backtesting and forward-looking simulation. Optimizing a system to ship one of the best outcomes for less than previous historic intervals is comparatively trivial, however doing so could be a traditional occasion of knowledge snooping bias. Relying solely on a historic backtest of a portfolio composed of ETFs that enable for 10 to twenty years of dependable knowledge when designing a system supposed to supply 40 to 50 years of profit would imply making a lot of indefensible assumptions about common market conduct.

The superset of resolution variables driving tax loss harvesting is past the scope of this paper—optimizing round these variables required exhaustive evaluation. Tax loss harvesting was calibrated by way of Betterment’s rigorous Monte Carlo simulation framework, spinning up hundreds of server situations within the cloud to run by means of tens of hundreds of forward-looking eventualities testing mannequin efficiency. Now we have calibrated tax loss harvesting in a method that we imagine optimizes its effectiveness given anticipated future returns and volatility, however different optimizations might end in extra frequent harvests or higher outcomes relying on precise market situations.

Finest practices for tax loss harvesting

Abstract: Tax loss harvesting can add some worth for many traders, however excessive earners with a mix of very long time horizons, ongoing realized positive factors, and plans for some charitable disposition will reap the most important advantages.

It is a good level to reiterate that tax loss harvesting delivers worth primarily as a consequence of tax deferral, not tax avoidance. A harvested loss may be helpful within the present tax 12 months to various levels, however harvesting that loss typically means creating an offsetting acquire in some unspecified time in the future sooner or later. If and when the portfolio is liquidated, the acquire realized will probably be greater than if the harvest by no means came about.

Let’s have a look at an instance:

Yr 1: Purchase asset A for $100.

Yr 2: Asset A drops to $90. Harvest $10 loss, repurchase comparable Asset B for $90.

Yr 20: Asset B is price $500 and is liquidated. Features of $410 realized (sale value minus value foundation of $90)

Had the harvest by no means occurred, we’d be promoting A with a foundation of $100, and positive factors realized would solely be $400 (assuming comparable efficiency from the 2 correlated property.) Harvesting the $10 loss permits us to offset some unrelated $10 acquire right now, however at a value of an offsetting $10 acquire in some unspecified time in the future sooner or later.

The worth of a harvest largely is dependent upon two issues. First, what earnings, if any, is accessible for offset? Second, how a lot time will elapse earlier than the portfolio is liquidated? Because the deferral interval grows, so does the profit—the reinvested financial savings from the tax deferral have extra time to develop.

Whereas nothing herein ought to be interpreted as tax recommendation, inspecting some pattern investor profiles is an effective method to admire the character of the advantage of tax loss harvesting.

Who advantages most?

The Bottomless Features Investor: A capital loss is barely as beneficial because the tax saved on the acquire it offsets. Some traders might incur substantial capital positive factors yearly from promoting extremely appreciated property—different securities, or maybe actual property. These traders can instantly use all of the harvested losses, offsetting positive factors and producing substantial tax financial savings.

The Excessive Earnings Earner: Harvesting can have actual advantages even within the absence of positive factors. Annually, as much as $3,000 of capital losses may be deducted from atypical earnings. Earners in excessive earnings tax states (equivalent to New York or California) could possibly be topic to a mixed marginal tax bracket of as much as 50%. Taking the complete deduction, these traders might save $1,500 on their tax invoice that 12 months.

What’s extra, this deduction may gain advantage from constructive fee arbitrage. The offsetting acquire is more likely to be LTCG, taxed at round 30% for the excessive earner—lower than $1,000—an actual tax financial savings of over $500, on prime of any deferral worth.

The Regular Saver: An preliminary funding might current some harvesting alternatives within the first few years, however over the long run, it’s more and more unlikely that the worth of an asset drops beneath the preliminary buy value, even in down years. Common deposits create a number of value factors, which can create extra harvesting alternatives over time. (This isn’t a rationale for conserving cash out of the market and dripping it in over time—tax loss harvesting is an optimization round returns, not an alternative to market publicity.)

The Philanthropist: In every state of affairs above, any profit is amplified by the size of the deferral interval earlier than the offsetting positive factors are finally realized. Nevertheless, if the appreciated securities are donated to charity or handed all the way down to heirs, the tax may be prevented solely. When coupled with this final result, the eventualities above ship the utmost good thing about TLH. Rich traders have lengthy used the twin technique of loss harvesting and charitable giving.

Even when an investor expects to principally liquidate, any gifting will unlock a few of this profit. Utilizing losses right now, in change for built-in positive factors, provides the partial philanthropist a lot of tax-efficient choices later in life.

Who advantages least?

The Aspiring Tax Bracket Climber: Tax deferral is undesirable in case your future tax bracket will probably be greater than your present. In case you count on to realize (or return to) considerably greater earnings sooner or later, tax loss harvesting could also be precisely the unsuitable technique—it could, in reality, make sense to reap positive factors, not losses.

Specifically, we don’t advise you to make use of tax loss harvesting when you can at present understand capital positive factors at a 0% tax fee. Underneath 2025 tax brackets, this can be the case in case your taxable earnings is beneath $48,350 as a single filer or $96,700 if you’re married submitting collectively. See the IRS web site for extra particulars.

Graduate college students, these taking parental go away, or simply beginning out of their careers ought to ask “What tax fee am I offsetting right now” versus “What fee can I fairly count on to pay sooner or later?”

The Scattered Portfolio: Tax loss harvesting is rigorously calibrated to handle wash gross sales throughout all property managed by Betterment, together with IRA property. Nevertheless, the algorithms can not take into consideration data that’s not obtainable. To the extent {that a} Betterment buyer’s holdings (or a partner’s holdings) in one other account overlap with the Betterment portfolio, there may be no assure that tax loss harvesting exercise is not going to battle with gross sales and purchases in these different accounts (together with dividend reinvestments), and end in unexpected wash gross sales that reverse some or the entire advantages of tax loss harvesting. We don’t suggest tax loss harvesting to a buyer who holds (or whose partner holds) any of the ETFs within the Betterment portfolio in non-Betterment accounts. You possibly can ask Betterment to coordinate tax loss harvesting along with your partner’s account at Betterment. You’ll be requested to your partner’s account data after you allow tax loss harvesting in order that we might help optimize your investments throughout your accounts.

The Portfolio Technique Collector: Electing totally different portfolio methods for a number of Betterment objectives might trigger tax loss harvesting to establish fewer alternatives to reap losses than it’d when you elect the identical portfolio technique for all your Betterment objectives.

The Speedy Liquidator: What occurs if the entire extra positive factors as a consequence of harvesting are realized over the course of a single 12 months? In a full liquidation of a long-standing portfolio, the extra positive factors as a consequence of harvesting might push the taxpayer into a better LTCG bracket, doubtlessly reversing the advantage of tax loss harvesting. For individuals who count on to attract down with extra flexibility, good automation will probably be there to assist optimize the tax penalties.

The Imminent Withdrawal: The harvesting of tax losses resets the one-year holding interval that’s used to tell apart between LTCG and STCG. For many traders, this isn’t a difficulty: by the point that they promote the impacted investments, the one-year holding interval has elapsed and so they pay taxes on the decrease LTCG fee. That is significantly true for Betterment prospects as a result of our TaxMin characteristic robotically realizes LTCG forward of STCG in response to a withdrawal request. Nevertheless, if you’re planning to withdraw a big portion of your taxable property within the subsequent 12 months, you must wait to activate tax loss harvesting till after the withdrawal is full to scale back the potential of realizing STCG.

Different impacts to contemplate

Buyers with property held in several portfolio methods ought to perceive the way it impacts the operation of tax loss harvesting. To study extra, please see Betterment’s SRI disclosures, Versatile portfolio disclosures, the Goldman Sachs good beta disclosures, and the BlackRock goal earnings portfolio disclosures for additional element. Shoppers in Advisor-designed customized portfolios by means of Betterment for Advisors ought to seek the advice of their Advisors to grasp the restrictions of tax loss harvesting with respect to any customized portfolio. Moreover, as described above, electing one portfolio technique for a number of objectives in your account whereas concurrently electing a special portfolio for different objectives in your account might scale back alternatives for TLH to reap losses, as TLH is calibrated to hunt to scale back wash gross sales.

Because of Betterment’s month-to-month cadence for billing charges for advisory providers, by means of the liquidation of securities, tax loss harvesting alternatives could also be adversely affected for purchasers with significantly excessive inventory allocations, third social gathering portfolios, or versatile portfolios. Because of assessing charges on a month-to-month cadence for a buyer with solely fairness safety publicity, which tends to be extra opportunistic for tax loss harvesting, sure securities could also be offered that might have been used to tax loss harvest at a later date, thereby delaying the harvesting alternative into the long run. This delay could be as a result of TLH device’s effort to scale back situations of triggering the wash sale rule, which forbids a safety from being offered solely to get replaced with a “considerably comparable” safety inside a 30-day interval.

Components which can decide the precise good thing about tax loss harvesting embody, however usually are not restricted to, market efficiency, the scale of the portfolio, the inventory publicity of the portfolio, the frequency and measurement of deposits into the portfolio, the supply of capital positive factors and earnings which may be offset by losses harvested, the tax charges relevant to the investor in a given tax 12 months and in future years, the extent to which related property within the portfolio are donated to charity or bequeathed to heirs, and the time elapsed earlier than liquidation of any property that aren’t disposed of on this method.

All of Betterment’s buying and selling selections are discretionary and Betterment might determine to restrict or postpone TLH buying and selling on any given day or on consecutive days, both with respect to a single account or throughout a number of accounts.

Tax loss harvesting isn’t appropriate for all traders. Nothing herein ought to be interpreted as tax recommendation, and Betterment doesn’t symbolize in any method that the tax penalties described herein will probably be obtained, or that any Betterment product will end in any explicit tax consequence. Please seek the advice of your private tax advisor as as to if TLH is an appropriate technique for you, given your explicit circumstances. The tax penalties of tax loss harvesting are advanced and unsure and could also be challenged by the IRS. You and your tax advisor are answerable for how transactions performed in your account are reported to the IRS in your private tax return. Betterment assumes no duty for the tax penalties to any consumer of any transaction.

See Betterment’s tax loss harvesting disclosures for additional element.

How we calculate the worth of tax loss harvesting

Over 2022 and 2023, we calculated that 69% of Betterment prospects who employed the technique noticed potential financial savings in extra of the Betterment charges charged on their taxable accounts for the 12 months.

To achieve this conclusion, we first recognized the accounts to contemplate, outlined as taxable investing accounts that had a constructive steadiness and tax loss harvesting turned on all through 2022 and 2023. We excluded belief accounts as a result of their tax therapies may be highly-specific and so they made up lower than 1% of the information.

For every account’s taxpayer, we pulled the brief and long run capital acquire/loss within the related accounts realized in 2022 and 2023 utilizing our buying and selling and tax data. We then divided the acquire/loss into these brought on by a TLH transaction and people not brought on by a TLH transaction.

Then, for every tax 12 months, we calculated the short-term positive factors offset by taking the larger of the short-term loss realized by tax loss harvesting and the short-term acquire brought on by different transactions. We did the identical for long-term acquire/loss. If there have been any losses leftover, we calculated the quantity of atypical earnings that could possibly be offset by taking the larger of the shopper’s reported earnings and $3,000 ($1,500 if the shopper is married submitting individually) after which taking the larger of that quantity and the sum of the remaining long-term and short-term losses (after first subtracting any non-tax loss harvesting losses from atypical earnings). If there have been any losses leftover in 2022 in spite of everything that, we carried these losses ahead to 2023.

At this level, we had for every buyer the quantity of short-term positive factors, long-term positive factors and atypical earnings offset by tax loss harvesting for every tax 12 months. We then calculated the short-term and long-term capital positive factors charges utilizing the federal tax brackets for 2022 and 2023 and the reported earnings of the taxpayer, their reported tax submitting standing, and their reported variety of dependents. We assumed the usual deduction and conservatively didn’t embody state capital positive factors taxes as a result of some states shouldn’t have capital positive factors tax. We calculated the atypical earnings fee together with federal taxes, state taxes, and Medicare and Social Safety taxes utilizing the person’s reported earnings, submitting standing, variety of dependents, assumed normal deduction, and age (assuming Medicare and Social Safety taxes stop on the retirement age of 67). We then utilized these tax charges respectively to the offsets to get the tax invoice discount from every kind of offset and summed them as much as get the overall tax discount.

Then, we pulled the overall charges charged to the customers on the account in query that had been accrued in 2022 and 2023 from our price accrual data and in contrast that to the tax invoice discount. If the tax invoice discount was larger than the charges, we thought-about tax loss harvesting to have not directly paid for the charges within the account in query for the taxpayer in query. This was the case for 69% of shoppers.2

Your customized Estimated Tax Financial savings device

Overview: Betterment’s TLH Estimated Tax Financial savings Device is present in your on-line account and designed to quantify the tax-saving potential of our tax loss harvesting (TLH) characteristic. By leveraging each transactional knowledge from Betterment accounts and your self-reported demographic and monetary profile data, the device generates dynamic estimates of realized and potential tax financial savings. These calculations present each current-year and cumulative (“all-time”) tax financial savings estimates.

Shopper-centric tax modeling: To personalize estimates, the device takes into consideration consumer monetary profile data: your self-reported annual pre-tax earnings, state of residence, tax submitting standing (e.g. particular person, married submitting collectively), and variety of dependents. This data helps Betterment create a complete tax profile, estimating your federal and state earnings tax charges, long-term capital positive factors (LTCG) charges, and relevant normal deductions. Betterment’s estimated tax financial savings methodology additionally incorporates the IRS’ cap on atypical earnings offsets for capital losses—$3,000 for most people or $1,500 if married submitting individually, and in addition incorporates any obtainable carryforward losses.

Tax lot evaluation and offsetting hierarchy: On the coronary heart of Betterment’s estimated tax financial savings device is an in depth evaluation of tax-lot stage buying and selling knowledge. Betterment tallys TLH-triggered losses (short- and long-term) from different realized capital positive factors or losses, grouping them by 12 months, and calculates your potential tax profit by offsetting losses and positive factors by kind in keeping with IRS guidelines, and permitting extra losses to offset different earnings sorts or carry ahead to future years. The IRS offset order is utilized:

Brief-term losses offset short-term positive factors
Lengthy-term losses offset long-term positive factors
Remaining short-term losses offset long-term positive factors
Remaining long-term losses offset short-term positive factors
Remaining short-term losses offset atypical earnings
Remaining long-term losses offset atypical earnings
Any additional losses are carried ahead

Present 12 months estimated tax financial savings: Betterment calculates your present 12 months estimated tax financial savings from TLH based mostly on the IRS numbered offset record above, which is the sum of:

Brief-term offset represents the tax financial savings from subtracting your short-term harvested losses and cross-offset long-term harvested losses from current-year short-term capital positive factors (numbers 1 and 4 above), then multiplying by your estimated federal plus state tax fee.
Lengthy-term offset represents the financial savings from subtracting long-term harvested losses and cross-offset short-term harvested losses from current-year long-term capital positive factors (numbers 2 and three above), multiplied by your estimated long-term capital positive factors fee.
Strange earnings offset captures the financial savings from making use of any remaining harvested losses to your atypical earnings as much as the allowable restrict (numbers 5 and 6 above), multiplied by your estimated federal plus state tax fee.
Each short-term and long-term harvested losses might embody banked losses from prior years that couldn’t be used on the time. These carryforward losses (quantity 7 above) are utilized in the identical method as current-year harvested losses when calculating your tax financial savings.

For the device, Harvested Losses are all time short- and long-term harvested losses i.e., all harvested losses so far by means of TLH. Financial savings from the Brief-term offset, long-term offset, and atypical earnings offset are summed to yield the present 12 months estimated tax financial savings.

All-time estimated tax financial savings : Betterment calculates your all-time estimated tax financial savings from TLH based mostly on the sum of:

All-time Lengthy-term harvested losses × LTCG fee
All-time Brief-term harvested losses × (Federal + State tax fee)

For the all-time estimated tax determine, the all-time figures used are all of your harvested losses by means of Betterment’s TLH characteristic to the current date, and relatively than calculate offsets, Betterment assumes that you’ll be able to totally offset your long-term harvested losses and short-term harvested losses with positive factors. Due to this fact, we apply the long run capital positive factors charges and marginal atypical earnings fee (which is the sum of your federal and state tax charges) by your whole long-term harvested losses and short-term losses, respectively. There is no such thing as a atypical earnings offset within the All-Time Estimate. This simplification doesn’t monitor when the loss occurred, and subsequently, assumes present estimated tax charges had been relevant all through prior years.

Assumptions: Whereas this device supplies a robust estimate of your potential tax advantages from tax loss harvesting, you will need to perceive the assumptions and limitations underlying the estimated tax financial savings calculations. Estimated tax financial savings figures offered are estimates—not ensures—and depend on the knowledge you’ve offered to Betterment. Precise tax outcomes might fluctuate based mostly in your precise tax return and state of affairs when submitting. The device evaluates solely the exercise inside your Betterment accounts and doesn’t take into consideration any funding exercise from exterior accounts. For the present 12 months calculation, the device additionally assumes that you’ve got enough atypical earnings to completely profit from capital loss offsets, and for the all-time calculation, the device supplies a tax-dollar estimate of all harvested losses, based mostly on kind (short- or long-term) and present tax charges.

Moreover, the estimated tax financial savings calculation simplifies the therapy of sure entities; for instance, trusts, enterprise accounts, or different specialised tax constructions usually are not dealt with distinctly. State-level tax estimates exclude metropolis tax charges and municipal taxes, which can additionally have an effect on your general tax state of affairs. The “all-time estimate” proven displays an approximation of the overall tax influence of harvested losses so far—together with advantages that haven’t but been realized or claimed.

Whereas the estimate has its limitations, it supplies a transparent and actionable view into how tax-smart investing can add worth over time. It helps present how harvested losses might decrease your tax invoice and increase after-tax returns—bringing transparency to a technique that’s typically laborious to see in greenback phrases. For a lot of traders, it highlights the long-term monetary advantages of managing taxes proactively.

Conclusion

Abstract: Tax loss harvesting may be an efficient method to enhance your investor returns with out taking extra draw back threat.

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