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Tax strategy

Direct Indexing: Tax-Loss Harvesting Beyond Index Funds

By Matt Hightower · September 1, 2026

What it is

What Is Direct Indexing?

Direct indexing means owning the individual stocks of an index directly in a separately managed account, rather than buying a pooled index fund or ETF that tracks the same index. The investor holds hundreds of individual positions, each with its own cost basis and its own price movement, rather than one pooled security representing the whole index.

Because each stock is owned separately, the account can sell specific stocks that are trading below their cost basis, realize the loss for tax purposes, and immediately replace them with a similar stock to maintain overall market exposure. This is the core distinction from an index fund: an index fund is a single security that either gains or loses as a whole, while direct indexing provides hundreds of independent tax events over the course of a year (see the Atlatl Advisers overview of direct indexing and tax-loss harvesting and Focus Planning Group's comparison of tax-loss harvesting in direct indexing versus a fund).

How it works

How Tax-Loss Harvesting Works at the Individual Stock Level

In any given year, even when the overall index is up by double digits, a meaningful number of individual stocks within that index will trade below their purchase price at some point during the year. A direct indexing platform generally monitors each position daily and can automatically sell stocks trading below their cost basis, realizing the loss for tax purposes as it happens rather than waiting for a broader market downturn.

The proceeds from that sale are typically reinvested immediately in a replacement stock that plays a similar role in the portfolio, the same sector, a similar market capitalization, and correlated performance, so that overall market exposure is maintained rather than left in cash. Harvested losses offset realized capital gains dollar for dollar, then up to $3,000 of ordinary income per year, with any remaining losses carried forward indefinitely into future tax years.

For high-income earners in the 23.8% combined long-term capital gains and net investment income tax bracket, each dollar of harvested loss generally saves approximately $0.24 in federal tax, plus any additional state tax benefit depending on the investor's state of residence (see CashCache's overview of direct indexing tax benefits for high-net-worth investors, Direct Indexing Advisor Match's guide for high earners, and Natixis's overview of tax-loss harvesting factors in direct indexing).

The wash-sale rule

The Wash-Sale Rule and Replacement Strategy

Under IRS Section 1091, a realized loss is disallowed if the investor buys the same security, or one that is "substantially identical," within 30 days before or after the sale, a 61-day window in total. Direct indexing managers generally work around this rule by replacing a sold stock with a different company that plays a similar role in the portfolio, for example swapping one large regional bank for another, so that market exposure is maintained without triggering a wash sale on the original position.

The replacement stock is typically held for at least 31 days, after which the manager may rotate back to the original stock if that still fits the portfolio's construction. The wash-sale rule also applies across all accounts owned by the investor and their spouse, including IRA accounts, so harvesting a loss in a taxable direct indexing account while simultaneously buying the same stock inside an IRA would trigger a wash sale and disallow the loss (see the Atlatl Advisers overview of direct indexing and tax-loss harvesting and CashCache's overview of direct indexing tax benefits for high-net-worth investors).

Tracking error

Tracking Error: The Trade-Off

Tracking error is the divergence between a direct indexing portfolio's performance and the performance of the underlying index it is meant to follow. When stocks are sold and replaced with similar but not identical substitutes, the portfolio may perform somewhat differently from the index itself over any given period.

A higher tracking error target generally allows more replacement activity and, with it, more potential tax-loss harvesting, while a lower tracking error target keeps the portfolio closer to the index but may generate fewer harvesting opportunities along the way. Investors and their advisors typically select a tracking error target that balances tax efficiency against how closely the portfolio needs to mirror the index.

Tracking error is not itself a loss; it is a measure of how closely the portfolio's return path follows the index's return path over time. In some periods a direct indexing portfolio may outperform its index because of how the replacement stocks happened to perform, and in other periods it may underperform for the same reason, so tracking error should be understood as a source of dispersion around the index return rather than a cost in itself (see Beancount's 2026 guide to direct indexing, tax-loss harvesting, and tracking error and Natixis's overview of tax-loss harvesting factors in direct indexing).

Minimums and cost

Minimum Account Sizes and Cost Considerations

Direct indexing is typically offered through separately managed accounts with minimum investment thresholds. Common minimums run from $250,000 to $500,000 for basic direct indexing, and from $1 million to $5 million for more sophisticated versions that include long or short tax-aware extensions. Management fees for direct indexing typically range from 0.25% to 0.50% annually, on top of any underlying trading costs.

For the strategy to be worthwhile, the after-tax benefit it generates, sometimes described as tax alpha from harvested losses, needs to exceed the management fee charged for it. In smaller taxable accounts, that fee may exceed the tax benefit generated, which can make a plain index fund or ETF more cost-effective instead. The strategy generally becomes more attractive as account size increases, since the dollar value of harvested losses scales with assets while the fee percentage itself stays constant (see Keen Investors' overview of when direct indexing works for high-net-worth investors and Beancount's 2026 guide to direct indexing, tax-loss harvesting, and tracking error).

Who it fits

Who Benefits Most from Direct Indexing?

The profile that tends to benefit most from direct indexing generally includes a high combined tax rate, such as the 23.8% federal long-term capital gains and NIIT rate plus applicable state tax, a taxable account of $250,000 or more, since larger accounts generate more dollar value from harvesting, recurring capital gains to offset from sources such as RSU vesting, stock option exercises, real estate sales, or a business exit, a long investment horizon that allows more years of harvesting and compounding, and an estate plan that may include charitable giving or a step-up in basis at death, where deferred taxes may never actually be realized.

The strategy tends to be less beneficial for investors in low tax brackets, where the tax savings per dollar of harvested loss is smaller, for investors whose assets sit primarily in tax-advantaged accounts with no capital gains to offset inside an IRA or 401(k), for investors with small taxable accounts where fees may exceed the tax benefit, and for investors with no recurring capital gains, since harvested losses can still offset $3,000 of ordinary income and carry forward but generate a lower overall dollar value in that scenario.

This is general guidance, not a specific recommendation, since the suitability of direct indexing depends on individual tax circumstances, account size, and overall portfolio structure (see Keen Investors' overview of when direct indexing works for high-net-worth investors and Golden Road Advisors' overview of the direct indexing strategy).

Direct indexing vs. index funds

Direct Indexing vs. Index Funds and ETFs

An index fund or ETF is a single security that tracks an index, generally at low cost, with expense ratios commonly in the 0.03% to 0.20% range, and it is simple to own. Its limitation for tax purposes is that losses can only be harvested when the fund itself declines as a whole, since there is no way to isolate and sell individual underlying stocks separately.

Direct indexing instead owns the individual stocks directly, at a higher cost, generally a 0.25% to 0.50% management fee, and with more complexity to manage. In exchange, it can harvest losses at the individual stock level even when the index overall is up, and it allows customization such as excluding specific stocks, applying ESG screens, or tilting toward particular factors, along with the ability to gradually diversify a concentrated stock position over time by using harvested losses to offset the gains realized along the way.

The primary advantage of direct indexing is tax efficiency: the after-tax return may be higher than an equivalent index fund even when the pre-tax return is identical, because harvested losses reduce the investor's tax bill along the way. The primary disadvantage is cost and complexity: the management fee needs to be justified by the tax benefit it produces, and the strategy generally requires a larger minimum investment than an index fund does. Our guide to tax-loss harvesting for high-income earners and our guide to RSU tax planning for medtech executives look at how these tax-loss harvesting concepts extend beyond direct indexing into broader portfolio and equity compensation planning. See how our tax strategy services address direct indexing as part of a broader tax-aware investment approach.

Straight answers

Questions about direct indexing

This material is for general educational purposes only and is not intended as tax, legal, or investment advice. Neither GGM Wealth Advisors nor Cambridge provides tax or legal advice. Please consult a qualified professional about your specific situation.

See whether direct indexing fits your portfolio

Account size, tax bracket, and the availability of recurring capital gains to offset all affect whether direct indexing is worth the added cost and complexity. A conversation is the fastest way to see what applies to your situation.