Author
Michael Skurka, CFA
Investment Director
November 2, 2026 • 7 min read

Tax-Loss Harvesting: Balancing Losses, Income and Costs for Muni SMAs

  • Alpha Engine Perspectives
  • Municipal Bond


Done well, tax-loss harvesting can potentially raise a portfolio’s tax-exempt income while simultaneously realizing capital losses that can offset gains elsewhere. However, more harvesting doesn’t always mean better harvesting. Municipal market transactions can carry costs and tradeoffs that don’t appear on a year-end tax report, and understanding them can help make client conversations more productive.



Tax-loss harvesting in a muni SMA is a balance. Each swap weighs the loss realized today against the income, costs and time out of the market that comes with it. We favor a disciplined program that sets clear criteria for each swap, such as minimum loss and position-size thresholds and an expectation that the replacement improves book yield after costs.

Clients who want losses to offset a particular capital gain can share those instructions with their manager, but they should weigh the caveats we describe here. In our view, tax-loss harvesting remains a benefit of a muni SMA, but one with important nuances to keep in mind. The right balance can differ by client, which is why we believe it pays to work with a manager who can apply disciplined criteria consistently and tailor them to a client’s goals.


Glossary

Tax-loss harvesting: Selling an investment that has dropped in value to lock in a loss, then reinvesting the money in a similar investment.

Bid-ask spread: The gap between the price a dealer will pay for a bond (the bid) and the price they will sell it for (the ask). This gap effectively acts as a trading cost for a given transaction.

Odd lot: A small trade, typically $10,000 or less in bond par value.

Book yield: The income a bond or portfolio earns based on what was originally paid for it, rather than on the current market price. Selling bonds and buying new ones can change a portfolio’s book yield.

Par: A bond’s face value, which is the amount repaid to the investor when the bond matures. A bond’s market price can be above or below par.

Disclosure

This marketing communication is provided for informational purposes only and should not be construed as investment advice. Any opinions or forecasts contained herein reflect the subjective judgments and assumptions of the authors only, and do not necessarily reflect the views of Loomis, Sayles & Company, L.P. Investment recommendations may be inconsistent with these opinions. There is no assurance that developments will transpire as forecasted and actual results will be different. Diversification does not ensure a profit or guarantee against a loss. This material should not be considered a solicitation to buy or an offer to sell any product or service to any person in any jurisdiction where such activity would be unlawful. Data and analysis do not represent the actual or expected future performance of any investment product. Information, including that obtained from outside sources, is believed to be correct, but Loomis Sayles cannot guarantee its accuracy. This information is subject to change at any time without notice.

Nothing contained herein constitutes investment, legal, tax or other advice nor is it to be relied on in making an investment or other decision.

Market conditions are extremely fluid and change frequently.

Any investment that has the possibility for profits also has the possibility of losses, including loss of principal.

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