STQ
STQ Research — Tax Strategy Series

All the Right Things in All the Wrong Places.

Most investors obsess over what to buy. The smarter question is where to put it.

Author Akiva Glazerson
Published March 2026
Read time 12 minutes
Section 01

What Asset Location Actually Is

Asset location is not asset allocation. This distinction matters, and most investors — and many advisors — confuse the two.

Asset allocation is the decision of what to own: stocks, bonds, real estate, alternatives, cash. It is the strategic mix that reflects your risk tolerance, time horizon, and financial goals.

Asset location is the decision of where to hold each asset: in a taxable brokerage account, a tax-deferred account like a traditional IRA or 401(k), or a tax-exempt account like a Roth IRA.

The insight behind asset location is simple: different assets generate different types of returns, and different types of returns are taxed differently. By placing the right assets in the right accounts, you can meaningfully reduce the tax drag on your portfolio without changing what you own or how much risk you take.

Despite this, asset location is one of the least consistently applied strategies in wealth management. The reason is structural: most advisors manage accounts in silos without considering the full picture. When you cannot see all the buckets at once, you cannot optimize across them.

Section 02

The Math: Why It Matters More Than You Think

Consider two investors. Both start with $1 million. Both earn a 10% gross annual return. Both invest for 30 years. The only difference: one invests tax-inefficiently, the other uses systematic asset location.

Hypothetical Growth of $1M · 10% Gross Return · 37% Tax Rate · 30 Years

Taxable Portfolio
$6.3M
Tax-Aware Portfolio
$17.4M

Hypothetical illustration only. Assumes 37% combined tax rate applied annually on the taxable portfolio. Tax-aware portfolio assumes full deferral optimization. Actual results will vary. Not a guarantee of any specific outcome.

Industry research suggests that systematic asset location may add 0.50% to 1.00% or more in additional after-tax returns annually. For a multi-million dollar portfolio, that difference compounds meaningfully over time — without changing what you own or how much risk you take.

Tax drag compounds over time in ways that are easy to underestimate. Each dollar of tax paid today is not just lost today — it also stops compounding for every year that follows. Over a long horizon, the cumulative cost of tax-inefficient placement can dwarf the cost of a poorly chosen investment.

Where the Drag Comes From

The drag typically comes from three places: holding bonds in taxable accounts where their interest is taxed as ordinary income every year; holding REITs in taxable accounts where their distributions face ordinary income rates; and holding high-turnover active strategies in taxable accounts where short-term gains are realized continuously. Each of these is solvable with intentional placement.

Section 03

The Three Buckets — And What Goes In Each

Every investor has access to three types of accounts, each with a distinct tax character. The goal of asset location is to match each asset to the account where its tax treatment is most favorable.

Asset Location Framework — What Goes Where
Account Type
Taxable Brokerage
Tax Character
Gains and income taxed annually. Long-term gains at preferential rates. Step-up in basis at death.
Best For
Buy-and-hold equities, index funds, ETFs, municipal bonds, tax-loss harvesting strategies, direct indexing SMAs
Account Type
Tax-Deferred (IRA, 401k)
Tax Character
Contributions pre-tax. Growth untaxed. Withdrawals taxed as ordinary income. RMDs required at 73.
Best For
Taxable bonds, REITs, high-yield fixed income, alternatives generating ordinary income, high-turnover active strategies
Account Type
Tax-Exempt (Roth IRA)
Tax Character
Contributions after-tax. Growth tax-free. Withdrawals tax-free. No RMDs. Most valuable account type.
Best For
Highest-growth assets — small cap equities, venture, options strategies, assets you expect to compound significantly over time

The Logic Behind Each Placement

Taxable accounts should hold assets that are inherently tax-efficient: broad equity index funds and ETFs that generate minimal distributions, buy-and-hold positions that defer gains indefinitely, and municipal bonds whose interest is already tax-exempt. Taxable accounts are also where tax-loss harvesting strategies live — the continuous realization of losses to offset gains elsewhere.

Tax-deferred accounts are best used for assets that generate ordinary income — taxable bonds, REITs, high-yield credit, and actively managed strategies with high turnover. Sheltered inside a traditional IRA or 401(k), their income compounds without annual tax friction.

Tax-exempt Roth accounts are the most powerful account type available to most investors, and the most frequently misused. Because growth is entirely tax-free, the Roth should hold your highest-expected-return assets. Putting conservative fixed income in a Roth is a waste of your most valuable tax shelter.

Section 04

The Five Mistakes Most Investors Make

The same asset location errors appear repeatedly. They are not subtle. They are not edge cases. They are systematic failures that cost clients real money every year.

1. Holding Bonds in Taxable Accounts

Taxable bonds generate ordinary income — the least tax-efficient return type. Holding them in a taxable brokerage account subjects that income to your highest marginal rate every year. The fix is straightforward: move bonds to a tax-deferred account. Most advisors do not do this because they manage accounts in silos and do not see the full picture.

2. Holding REITs in Taxable Accounts

REIT distributions are generally taxed as ordinary income, not at the qualified dividend rate. They are among the least tax-efficient assets available, and they belong in an IRA or Roth — not a brokerage account. Yet many model portfolios place REITs in taxable accounts by default.

3. Putting Conservative Assets in the Roth

The Roth IRA is your most powerful account because growth is permanently tax-free. Filling it with conservative bonds or money market funds wastes that shelter. The Roth should hold your highest-conviction, highest-expected-return positions — the assets you most want to compound without a tax drag.

4. Ignoring the 401(k)

Many advisors manage a client's IRA and brokerage account but ignore the 401(k) entirely. The result is an uncoordinated overall portfolio that misses major location opportunities. We manage 401(k) assets alongside the rest of the portfolio, ensuring the full picture is optimized — not just the accounts we can directly see.

5. Not Coordinating with the CPA

Asset location is a tax strategy, and tax strategy requires coordination with your tax preparer. Without knowing your marginal rates, projected income, anticipated Roth conversion opportunities, and tax situation in the year of a major liquidity event, the location decisions are incomplete. We do not operate in a silo from your CPA. We work with them proactively.

Section 05

The STQ Approach

At STQ, asset location is not a feature. It is the foundation. Before we discuss what to own, we map the full account structure — taxable, tax-deferred, and tax-exempt accounts across every custodian — and build a location framework that governs every placement decision going forward.

This process begins with your tax return. We look at your marginal rates, your sources of income, your existing asset mix, and your anticipated liquidity events. From there, we model the optimal location for each asset class in your portfolio and construct a transition plan that improves location over time without triggering unnecessary tax events in the process.

We also integrate tax-loss harvesting directly into the location strategy. The taxable account is where losses live — and our strategies ensure we can generate losses continuously, regardless of market direction, to offset gains from real estate sales, business income, concentrated stock positions, and more.

Finally, we coordinate everything with your CPA. Location decisions affect your tax return. Roth conversion decisions require income projections. Gain realization decisions require knowledge of your carryforward losses. This is not optional. It is how institutional portfolios are managed, and it is how we manage yours.

Disclaimer: This publication is for informational and educational purposes only. It does not constitute personalized investment, tax, or legal advice. The hypothetical illustrations presented are for illustrative purposes only and do not represent actual investment results. Past performance is no guarantee of future results. Investments involve risk, including the potential loss of principal. Tax laws are subject to change. Please consult with a qualified tax, legal, or financial professional regarding your specific situation. Advisory services offered through STQ Capital Partners, an investment adviser registered with the state of California.

See What Asset Location Could Do for Your Portfolio.

We will analyze your full account structure and show you exactly where the tax drag is — and what fixing it may be worth.

Portfolio Diagnostic Schedule a Call

More from STQ Research

Tax Alpha
Index Investing Is Smart. Direct Indexing Is Smarter.
Box Spreads
The Box Spread Guide: Borrowing at Treasury Rates Without a Bank
Coming soon