Do Tax Harvesting Solutions Deserve a Place in Your Passive (or Active) Portfolio?


June 4, 2018

By Bruce Paulson, Senior Client Advisor at MRA Associates


Investors who prefer lower expenses for their equity exposures often favor low cost exchange-traded funds (ETFs) and mutual funds, passing on or not considering higher fee separate account equity index (SAEI) solutions. Which indexation path works best for a client is fact dependent. SAEI solutions, compared to index ETFs or mutual funds, offer two advantages: higher tax efficiency (at the account level), and, the focus of this discussion, a separate tax saving that comes from lot level tax-loss harvesting. As a solution, SAEI can solve (or help solve) tax-related investment problems.


General Q & A

What are separate account equity index (SAEI) products?

A separate account is an individual account where the investor directly owns all the securities, rather than a fractional share of securities held by a mutual fund, ETF, or other commingled vehicle. This means each share (or lot) provides its own tax basis. It also means there is no chance of buying into a portfolio with unrealized capital gains or being impacted by the actions of other investors.

Must an SAEI product be funded with only cash?

No. The account can be funded with cash and securities, without triggering unrealized capital gain tax on the securities.

How are SAEI products different from a mutual funds (or ETFs)?

ETFs and mutual funds are prohibited by law from distributing excess realized losses (e.g., losses that exceed capital gains occurring within the funds) to investors. The same is not true with separate accounts (owned directly or through an LLC), which permit the creation of so-called “tax alpha”.

What is tax-loss harvesting?

Tax-loss harvesting is the process of selling securities at a loss and using those losses to offset otherwise taxable capital gains. Losses at the lot, or security, level of a portfolio occur because of the natural price volatility in stocks. This kind of tax-loss harvesting is assiduous and is normally done throughout the course of an investment year, not randomly at year end as often occurs within actively-managed equity portfolios.

What is tax alpha?

Tax alpha is some improvement in net after-tax return caused mainly by tax-loss harvesting. The number is usually expressed as an annual basis point and discussed either before or after liquidation (e.g., based upon market value or cash value of the account).

Does the market need to be going down for tax losses to be harvested?

No. While the return from tax loss harvesting is higher in a bear market (accompanied by high volatility) than a bull market (where volatility is low), individual securities within the portfolio fall in price even if the portfolio as a whole is showing positive returns.

How long can tax-loss harvesting within an SAEI solution go on?

If the portfolio is long only, most of the tax-loss harvesting occurs in the first few years of the portfolio, declining dramatically after year five. This is because as losses are realized, tax basis in the portfolio declines and, as equity prices rise, SAEI portfolios accumulate large unrealized gains, leaving no more losses to harvest absent a new infusion of cash. Even so, the value from early year tax-loss harvesting portfolios does not deteriorate because deferring or not paying taxes in early years leaves more money invested, compounding at an equity rate of return.

What, over-time, is tax loss harvesting worth?

Different views exist on this[1]. The answer depends upon different cost differences, the direction (up or down) and volatility of equity prices, and personal (income and estate tax) factors. The most important personal (tax) factors are: a) when the tax losses are used, b) the tax rate applied to these losses, c) the period over which tax savings (and deferral of tax) is measured, and d) whether tax savings from harvesting losses is temporary (e.g., the account is liquidated and capital gain tax paid) or permanent (e.g., appreciated shares are given to charity or pass through an estate, receiving full basis step-up).

Based upon published articles and 10-year back-tests from different firms, the extra tax loss savings opportunity from SAEI (net of fees) compared to a low-cost ETF (with similar pre-tax returns) is as follows:

  • After-tax (pre-liquidation): This means, using fair inputs, taxes are considered each year but the ending unrealized capital gain that builds up is not taxed. The annual tax loss savings from lot level tax-loss harvesting appear to be around 1.5% (higher if state taxes are considered).
  • After-tax (after-liquidation): The same inputs and process, but tax is paid on the ending unrealized capital gain. The annual tax loss savings from lot level tax-loss harvesting drop to around .80% to 1% (higher if state taxes are considered).

Does the tax savings from tax loss harvesting mean more when equity returns are low than when they are high?

We think so. Think about it this way. The savings from tax loss harvests are money in, opposite of fees, which are money out. Both are after-tax numbers. If equity returns, as an example, are 10%, then a 1% fee consumes 10% of gross return. If returns are 5%, the same 1% consumes 20%. Likewise, if the saving from tax loss harvesting is 1%, its contribution to total return is higher when gross returns are low than when they are high.

Is there a simple way to decide if the extra cost of an SAEI solution and tax loss harvesting is worth paying?

Yes, you would compare the extra cost SAEI will entail over mutual funds (ETF) to reasonable annual net cash saving that comes from systematic tax loss harvesting at the lot level of an account.

Can losses be harvested on a “short book”?

Yes. Short positions allow investors to benefit from the underperformance of securities. They can also provide additional opportunities for realizing capital losses in up markets, when capital losses from long positions are scarce.

Is the tax-loss harvesting savings potentially more when a short book is present?

Yes. As mentioned, short positions can provide additional opportunities for realizing capital losses in up markets, when capital losses from long positions are scarce. Based upon rigorous back-tests and live performance, the evidence suggests a minimum annual net (of fees) tax alpha of 4% from a short book (as part of a market neutral portfolio). That number, though, is after-tax, pre-liquidation. And certain partnership tax rules limit deduction of loss to tax basis, which is beyond the scope of this memo.

When do SAEI solutions for passive equity make most sense?

Separate accounts for passive equity make the most sense where these facts are present:

  1. Comfort with average (market-like) equity returns, up or down;
  2. Intention and ability to remain invested (not liquidate the account) for 10 (plus) years;
  3. An ability to use tax losses as they occur (against highly taxed STCG, first, LTCG, second);
  4. Intention to donate appreciated shares to charity or carry same into an estate; and/or
  5. A tax related problem which SAEI can help solve (see below).

Where facts opposite of b, c, and d exist (e.g., plan or need to liquidate account, no or limited ability apply tax losses to otherwise taxable gains or low odds of donating shares to charity or dying with same), lower cost index mutual funds or ETF may be the better means of capturing index equity exposure.


Compared to Traditional Active Management

Some investors favor and are willing to pay higher fees for active managers. Other investors favor lower cost passive equity solutions.  In general, active manager fees and tax costs caused by trading will be higher than SAEI products. Active managers realize tax losses, but systemically and to generate a separate tax alpha. Based upon experience and published work[2], the extra net after-tax return needed to beat SAEI will likely fall in the 2% to 2.5% range (lower or higher depending upon different factors).


What Problems Can SAEI Solutions Help Solve?

Too often SAEI is seen as a passive product, where value comes only from paying the least price. That is unfortunate because, in the right hands, it can be used to solve several tax-related problems.

Replace less tax-efficient passive mutual funds or ETFs

Families who desire low cost, passive equity exposure often invest in mutual funds or ETFs, not knowing about the tax-loss harvesting benefits of SAEI solutions. In some cases, it can make sense to sell appreciated index mutual funds or ETF shares and reinvest the money into a tax-loss generating SAEI product.

Tax-managed transition of high cost active managers into low cost SAEI solution

Not infrequently, investors are displeased or neutral on active equity managers. Areas of displeasure include performance, fees, annual tax costs, or organizational changes (e.g., change in manager, excessive asset growth, etc.) that casts doubt upon future returns. SAEI products, used creatively, can reduce (or in some cases, eliminate) the income tax that often accompanies “change” in manager, fund, or strategy.

Reduce tax cost of decreasing exposure to one (or several) low basis, concentrated equities

Wealth creators or inheritors often see one or several marketable securities, owned outright or through restricted share awards (RSA), come to comprise a dominant percentage of their net worth. Use of SAEI products in advance of and/or during the sale of low basis stock provides tax losses that can be used (or carried over) to reduce the tax cost of rebalancing a portfolio to a desired level or risk (or exposure to one or several securities).

Reduce income tax costs of owning tax-generating hedge funds

Hedge funds can be prolific, perennial  generators of short and long-term capital gains, causing significant federal and state income tax costs. Where hedge funds (compared to other lower cost, more tax-efficient diversification options) play a useful volatility dampening role in a portfolio, marrying hedge funds (tax producer) with SAEI (tax saver) can be an attractive net after-tax combination.

Reduce tax costs that come from holding wealth in certain trusts

Trusts such as charitable remainder trusts (CRTs), charitable lead trusts (CLATs), or so-called “grantor” trusts (e.g., a trust where the grantor or founder is pays the trust’s income taxes) have special tax rules that can provide a fertile field for the tax-loss harvesting benefits of SAEI solutions.

Reduce upcoming (pending) tax cost from sale of a capital asset

Business owners, real estate owners, or owners of other long-term capital assets often face a significant long-term capital gain tax when they sell. Whether a long-term capital gain is certain or likely, the owner might consider investing the equity portion of his (her) liquid investment portfolio in a SAEI portfolio to generate tax losses that, if not used currently, will be used to offset a future long-term capital gain.



[1] “Loss Harvesting: What’s It Worth to the Taxable Investor?”, Rob Arnott, Andrew Berkin and Jia Ye, Journal of Portfolio Management, Spring 2001.  “is Your Alpha Big Enough to Cover Its Taxes?”, Robert Jeffrey and Robert Arnott, The Journal of Portfolio Management 19, no 3 (1993): Tax-Managed SMAs: Better than ETFs?”, Parametric Portfolio Advisors!;  Aperio,; Know When to Hold ‘Em and When to Fold ‘Em: The Value of Effective Tax Management, Jeffrey Horvitz and Jarrod Wilcox, Journal of Wealth Management, Fall 2003.

[2] See footnote 1 as starting point.  There are many publications on this subject.

Written By

Mark Feldman

Bruce Paulson

MRA Associates Work-From-Home Policy

3/18/2020 – MRA Associates cares about the health and safety of our clients, our MRA team members and their families, and the community. As we continue to navigate this pandemic and do our part to slow the spread of COVID-19, we have implemented a work-from-home policy.

Our firm is well prepared to continue to serve, support, and advise our clients. Team members have remote access to all systems and processes to ensure continued normal business operations. Please help us to do our part by using telephone and video conferencing for meetings with us until the threat of contagion is significantly reduced.

As your trusted financial partner, we are monitoring the current economic environment, discussing approaches to short-term challenges, and developing innovative solutions. Please know that we are available to you for all of your needs and concerns. Please do not hesitate to reach out to our team if you have any questions.

(800) 222.1232

MRA Associates