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Perspectives : Investment | August 14, 2026

Delivering on design: Disciplined implementation in index-based target-date funds 

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In defined contribution plans, target-date funds (TDFs) often serve as the qualified default investment alternative for millions of participants. This places significant fiduciary responsibility on plan sponsors and their consultants to select strategies that are designed to perform as expected over a multidecade time horizon. Evaluation, however, often emphasizes absolute returns. Which funds outperformed and which lagged? For index-based TDFs, that lens can be incomplete. These portfolios are not designed to differentiate through market timing or tactical decisions. Instead, their purpose is more precise and more accountable: to deliver a predefined glide path with consistency, efficiency, and discipline. 

Rethinking performance 

While evaluating a fund’s performance relative to its peer group remains a relevant and commonly cited measure, it is equally important to assess whether the fund has consistently delivered on its stated mandate with minimal unintended risk. In other words, did the fund stay aligned with its stated benchmark, control costs, and preserve the returns generated by the markets it was designed to capture?

At the core of every index-based TDF is its mix of stocks and bonds that the fund plans to hold by following its glide path. This structure defines the investment risks investors experience and the sources of long-term return. Trading costs, unintended tilts (for example, drifting away from the target allocation), and cash drag are not part of portfolio design. They are implementation frictions that factor into a fund’s relative return to its stated benchmark. What the glide path prescribes is not as simple as it seems.

On the one hand, investors expect the fund to closely follow its stated benchmarks. On the other hand, maintaining that precision requires trading, and trading is not free. Each rebalance introduces both direct costs and indirect effects, but delaying action can allow allocations to drift. A well-managed index-based TDF should seek to minimize these frictions while staying aligned with the stated benchmark. Tracking error is a common measure that reflects how closely a fund follows its benchmark. In practice, there is an art to balancing out these forces, with a natural tension between tighter tracking and lower costs, which is ultimately defined by the fund’s rebalancing approach.

How a manager navigates this trade-off directly shapes the consistency, transparency, and risk profile that plan sponsors and consultants ultimately valuate. Done thoughtfully, striking this balance translates into several clear benefits:

  • It enhances predictability, helping the fund remain in line with expectations set at the time of selection.
  • It supports stronger governance and fiduciary alignment by enabling committees to assess results against the strategy they approved—rather than having to explain unexpected deviations.

When evaluating index-based TDFs, their returns and volatility can be compared with a fully indexed market portfolio as a benchmark. Figure 1 shows the 5-year returns and volatility of Vanguard and competitor index-based TDFs relative to this benchmark, referred to here as the efficient frontier. The frontier represents the expected risk-return profile of a fully diversified market allocation across equities and fixed income and assumes no implementation frictions such as transaction costs. Outcomes that fall closer to the frontier indicate that a portfolio is capturing more of the market’s available return for a given level of volatility. Vanguard’s disciplined approach helps keep portfolios closely aligned with this benchmark, which delivered market-consistent returns with appropriately matched volatility. 


Figure 1. Historical returns for Vanguard index-based TDFs versus peers (2040 vintage) 

Source: Vanguard calculations, using data from Morningstar as of March 31, 2026.

Notes: The efficient frontier reflects hypothetical investment portfolios composed of diversified equities (60% U.S. and 40% international) and diversified fixed income (70% U.S. and 30% international) using the actual historical returns of the underlying indexes for the 5 years ended March 31, 2026. U.S. equities allocation based on performance of MSCI US Broad Market Index. International equities allocation based on performance of MSCI ACWI ex USA Net Index. U.S. fixed income allocation based on performance of Bloomberg US Aggregate Bond Index. International fixed income allocation based on performance of Bloomberg Global Aggregate ex-USD Hedged Index. Portfolios modeled range from 100% diversified equities to 100% diversified fixed income and all increments between. Returns from fund providers reflect annualized returns and volatility from the 5-year period ended March 31, 2026, based on net monthly returns. Past performance is not a guarantee of future returns. The performance of an index is not an exact representation of any particular investment, as you cannot invest directly in an index.


Notably, this advantage is not solely about fees, particularly as index-based TDFs are now priced within a relatively narrow range. Although fees are a persistent drag on returns, with even small differences compounding over time, they represent only one dimension of implementation costs. Funds with similar expense ratios can still deliver different outcomes depending on trading efficiency and execution, making it important to evaluate how effectively an asset manager translates process into outcomes (implementation quality). 

Rebalancing: Addressing the hidden costs 

Rebalancing is a significant driver of a portfolio’s efficiency. While helping to maintain the portfolio’s structure, rebalancing is a primary source of trading costs and, therefore, a key driver of investment outcomes. While there can be a range of potential rebalancing policies across different index-based TDF providers, the two most common approaches in the industry are calendar-based and threshold-based rebalancing. Figure 2 illustrates the difference between these approaches. It shows a hypothetical 50% stock and 50% bond portfolio and the associated strategic asset allocation drift using a monthly calendar-based approach and a 200 basis points (bps, threshold)/175 bps (destination) threshold-based approach during the COVID-driven market volatility experienced in March 2020. 

Figure 2. Calendar-based versus threshold-based rebalancing methods in 2020

Source: Vanguard.

Notes: This chart is for illustrative purposes only and is not indicative of any specific investment. Bond returns are represented by the Bloomberg US Aggregate Float Adjusted Index (70% allocation) and the Bloomberg Global Aggregate ex-USD Float-Adjusted RIC Capped USD Hedged lndex (30%). Stock returns are represented by the performance of the CRSP US Total Market Index (60% allocation) and the FTSE Global All Cap ex US Index (40%). Past performance is not a guarantee of future returns. The performance of an index is not an exact representation of any particular investment, as you cannot invest directly in an index.


In index-based TDFs, market movements continuously push allocations away from their targets. Under a rebalance-to-target approach, trading fully back to target whenever drift occurs can lead to large and frequent transactions, which can incur meaningful costs. For example, buying or selling large amounts at once can mean paying slightly higher prices when buying or accepting slightly lower prices when selling.

Our research on rebalancing strategies estimated the significance of these costs. For a typical balanced portfolio of 60/40 stocks to bonds, a simple rebalance-to-target approach can generate trading costs of roughly 23 bps per year. Scaled across large index-based TDF asset bases, the impact becomes meaningful. Over a full savings horizon, these drags compound like fees, directly lowering the end wealth for participants. For example, when applied illustratively to nearly $2 trillion in assets, such costs equate to more than $4 billion annually in reduced investor value.1

Threshold-based rebalancing: A more efficient approach 

In 2024, enhancements to our rebalancing policy for Vanguard Target Retirement Funds and Trusts included updating the target distance in our threshold-based policy and creating dynamic benchmarks that rebalance according to the same policy.

Our research shows that a threshold-based rebalancing approach can produce superior outcomes compared with a calendar-based approach by responding to market dynamics rather than a fixed schedule. Portfolios are monitored continuously, but trades are only triggered when allocations begin to fundamentally change the investment experience from the portfolio’s original expectations (beyond 200 bps from targets). When that happens, the portfolio is moved toward a specified destination (175 bps) rather than all the way back to target.

This approach helps improve efficiency in two ways. First, it reduces the frequency of trading by limiting activity to meaningful deviations. Second, it reduces the size of each trade by moving in increments and letting markets “rebalance” the portfolios. Because market impact tends to increase nonlinearly with trade size, breaking trades into smaller pieces can materially lower total costs. As highlighted in Figure 3, our estimates suggest a threshold-based approach can reduce rebalancing costs by approximately 70% to 80% across vintages, bringing annual costs closer to about 5 to 6 bps for portfolios typically part of TDF glide paths. 


Figure 3: Cost savings based on rebalancing approach

Source: Vanguard.

Notes: Results are based on a portfolio composed of 60% global equity and 40% global fixed income using 10,000 simulations of daily returns and transaction costs over a 10-year period. The analysis assumes no cash flows or use of futures. U.S. equities are represented by the MSCI Broad Market Index (36%), non-U.S. equities are represented by the MSCI ACWI ex USA Index (24%), U.S. bonds are represented by the Bloomberg U.S. Aggregate Index (28%), and non-U.S. bonds are represented by the Bloomberg Global Aggregate ex-USD (12%). Transaction costs are a function of the underlying market volatility and transaction size. Transaction costs also account for simultaneous rebalancing across all target-date vintages. Data use steady state of simulations.
IMPORTANT: The projections and other information generated by the simulation model regarding the likelihood of various investment outcomes are hypothetical in nature, do not reflect actual investment results, and are not guarantees of future results. The simulation results will vary with each use and over time.


The objective of rebalancing is not to eliminate every allocation drift, but to maintain alignment in a cost-efficient manner. Vanguard’s threshold-based framework allows portfolios to move within predefined bands and only trade when deviations become meaningful. By reducing both the frequency and size of trades, the approach lowers implementation costs while preserving the portfolio’s intended risk profile. Our research indicates that the modest deviations permitted within the rebalancing bands have little effect on expected risk and return, allowing investors to retain more of the market returns their portfolio is designed to capture. 

Fiduciary considerations for implementation quality

From a fiduciary perspective, TDF implementation factors, such as efficient broad market exposure and rebalancing, are forms of invisible cost that are not reflected in expense ratios but directly affect participant outcomes. As a result, implementation quality is more than just operational detail; it is a critical aspect of assessing index TDFs. Figure 1 could be one of the first steps for understanding whether an index-based TDF is delivering results consistently and efficiently relative to a pure index portfolio. It could begin to reveal unintended bets or risks that participants are not being compensated for taking. Vanguard is actively researching opportunities to improve assessing TDF performance against appropriate “policy portfolios.”

Rebalancing provides another opportunity to assess implementation quality. It requires TDF managers to balance their investment objectives with the unavoidable reality of transaction costs. Without a strong rebalancing policy, a TDF could inadvertently expose participants to unintended bets and risks that could ultimately show up in performance analyses, as depicted in Figure 1 and Figure 2, and prompt questions from fiduciaries.

Delivering this level of efficiency is not trivial. It requires continuous monitoring, disciplined rules, and the scale to execute trades effectively. More importantly, it reflects a broader philosophy: that strong outcomes stem from a thoughtful approach to risk and portfolio construction, supported by a careful assessment of the factors working beneath the surface of the portfolio.

We believe this perspective changes how index-based TDFs should be evaluated. Headline returns may provide limited insight. A more complete assessment focuses on how those returns are achieved.

When evaluating index-based TDFs, three questions are particularly relevant:

  • How consistent are the funds’ returns to those of the stated benchmark over time?

  • What is the total cost of ownership, including both fees and trading costs?

  • How is rebalancing implemented, and what evidence supports its efficiency? 

Disciplined implementation impacts outcomes 

For participants, the benefit of disciplined implementation is clear. Market returns are only part of the equation. What also matters is how much of those returns remain after absorbing costs, inefficiencies, and deviations. Small differences in these areas may appear incremental but compound over time, resulting in meaningful differences in retirement outcomes.

When it comes to index-based target-date investing, success depends on execution to minimize return erosion: efficiently exposing investors to the broad markets, maintaining alignment with the stated benchmark, and managing costs effectively.

Strong outcomes are not just designed. They are delivered consistently through discipline.


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Source:

1Vanguard calculations, as of May 31, 2026.

Notes:

For more information about Vanguard funds, visit vanguard.com to obtain a prospectus or, if available, a summary prospectus. Investment objectives, risks, charges, expenses, and other important information are contained in the prospectus; read and consider it carefully before investing. 

Investments in Target Retirement Funds and Trusts are subject to the risks of their underlying funds. The year in the fund or trust name refers to the approximate year (the target date) when an investor in the fund or trust would retire and leave the workforce. The fund/trust will gradually shift its emphasis from more aggressive investments to more conservative ones based on its target date. The Income Fund/Trust and Income and Growth Trust have fixed investment allocations and are designed for investors who are already retired. An investment in a Target Retirement Fund or Trust is not guaranteed at any time, including on or after the target date. 

Vanguard Target Retirement Trusts are not mutual funds. They are collective trusts available only to tax-qualified plans and their eligible participants. Investment objectives, risks, charges, expenses, and other important information should be considered carefully before investing. The collective trust mandates are managed by Vanguard Fiduciary Trust Company, a wholly owned subsidiary of The Vanguard Group, Inc.

Vanguard is responsible only for selecting the underlying funds and periodically rebalancing the holdings of target-date investments. The asset allocations Vanguard has selected for the Target Retirement Funds are based on our investment experience and are geared to the average investor. Regularly check the asset mix of the option you choose to ensure it is appropriate for your current situation.

All investing is subject to risk, including the possible loss of the money you invest. There is no guarantee that any particular asset allocation or mix of funds will meet your investment objectives or provide you with a given level of income. Diversification does not ensure a profit or protect against a loss. Past performance is no guarantee of future results.

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