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Tax management

5 factors that affect tax loss harvesting in direct indexing

August 24, 2026 - 4 min
Harvesting corn with forage harvester and trailer

Tax loss harvesting is a core benefit of direct indexing because it can help investors use portfolio losses to offset capital gains. The opportunity is not the same for every account. Funding source, cost basis, timing, volatility, and investor constraints can all influence how much tax loss harvesting a direct indexing portfolio may generate.

Key takeaways

  • Cash-funded accounts start with a fresh cost basis, which can create more flexibility for future harvesting.
  • Low-basis or appreciated securities can limit loss harvesting potential unless markets decline or the account has a capital gains budget.
  • Volatility can create opportunities at the index, sector, and stock level, even when the broader market finishes higher.
  • Personalization can narrow the replacement universe and affect how easily a manager can maintain exposure after harvesting losses.

Several factors can shape the tax loss harvesting opportunity in a direct indexing account. The five below are especially important when setting expectations with investors.

1. How the account was funded

The starting point matters. Investors who fund a direct indexing account with cash start with a fresh cost basis across the portfolio, creating maximum flexibility for future harvesting opportunities. As positions decline from their cost basis, losses can be harvested and replacement stocks can be purchased with the proceeds.

Accounts funded with appreciated securities have less flexibility to harvest losses unless there is a drawdown or capital gains budget.

For example, if 25% of a portfolio is funded with a low-basis concentrated stock and 75% with cash, one-quarter of the portfolio may be locked up and unavailable for loss harvesting. Losses from stocks purchased with the cash can be used to offset the concentrated position and bring the portfolio closer to the index.

2. The cost basis of existing holdings

Cost basis is one of the main drivers of harvesting opportunities. Tax lots with a higher cost basis have more room to generate losses if prices decline. For short-term holdings, which are held for one year or less, positions are typically harvested when the unrealized loss exceeds 4%.

Tax lots with a low cost basis, or substantial embedded gains, may offer limited harvesting potential unless a company-specific event causes a sharp sell-off. Over time, the opportunity set naturally shrinks as equity markets generally rise and fewer positions trade below their cost basis. Tax loss harvesting also reduces the portfolio’s overall cost basis as proceeds are reinvested.

As portfolios mature, losses become harder to find. Adding new cash can refresh the cost basis and extend the harvesting opportunity set.

3. When the account was opened

Harvesting opportunities are often influenced by when an account is opened and invested. Market conditions during the first few quarters of a new account can have a meaningful impact on the availability of losses.

Accounts opened shortly before the tariff-driven volatility of 2025 experienced significant harvesting opportunities as the S&P 500® drew down 18.9%. By year-end, the S&P 500® returned 17.9%, showing why year-round tax loss harvesting can matter when volatility pops up.

A portfolio established during a steadily rising market may have fewer immediate opportunities. This timing effect is largely outside the investor’s control, but it underscores why loss harvesting potential can vary by account.

4. Amount of market volatility

Volatility is the engine that powers tax loss harvesting in direct indexing portfolios. Periods of market stress, sector rotations, and company-specific price declines can create opportunities to realize losses while maintaining market exposure.

Losses don’t require a broad market downturn. Even in positive years, many individual stocks decline and create harvesting opportunities. Figure 1 shows that even in strong calendar years (positive green dot), a significant percentage of S&P 500® stocks still lost money (blue bars).

In 2025, for example, the S&P 500® returned 17.9%, but 36% of index constituents, or 180 stocks, were down for the year. A portfolio can show positive returns overall while still generating losses for tax purposes.

Extended periods of low volatility and strong market performance may reduce available losses, particularly in mature portfolios that have already harvested significant losses. These portfolios can become “ossified,” meaning fewer positions remain below cost basis and new harvesting opportunities become harder to find.

5. Investor-imposed constraints

A core feature of direct indexing is the ability to customize a portfolio to align with personal preferences and values. An investor may exclude a specific security or sector to reduce overexposure. For example, an Exxon employee may exclude Exxon stock or the broader energy sector to reduce career-related concentration risk.

Business-involvement screens, such as no tobacco stocks, are also common. These constraints affect harvesting opportunities because they shrink the investable universe used to build the portfolio. A narrower universe reduces the number of replacement securities and may limit a manager’s flexibility when executing tax loss harvesting trades. Investor-imposed constraints may be worthwhile, but personalization can influence tax-management outcomes.

In a direct indexing account, the portfolio owns a representative set of stocks from the investable universe but not all of them. The manager needs replacement stocks to swap into after harvesting a loss and to avoid the wash sale rule.

Setting realistic expectations

Tax loss harvesting is integral to direct indexing, but its potential depends on several factors: how the account was funded, the cost basis of holdings, market conditions, and customization preferences.

Rather than setting expectations at a specific level of losses harvested, we think it’s better to understand the factors that influence it and adjust accordingly to provide the best loss harvesting potential possible.

Direct indexing investing strategies

Direct indexing can play a valuable role in a tax-efficient investment strategy, especially for high-net-worth investors. Let us help you create portfolios that put taxes first.

All investing involves risk, including the risk of loss of principal. Investment risk exists with equity, fixed-income, and alternative investments. There is no assurance that any investment will meet its performance objectives or that losses will be avoided.

Past performance does not guarantee future results.

Diversification does not guarantee a profit or protect against a loss.

Short selling is speculative in nature and involves the risk of a theoretically unlimited increase in the market price of the security that can, in turn, result in an inability to cover the short position and a theoretically unlimited loss.

A long position is the purchase of a security with the expectation that the asset will rise in value.

A short position is the sale of a borrowed security with the expectation that the asset will fall in value.

CFA® and Chartered Financial Analyst® are registered trademarks owned by the CFA Institute.

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