Managing Investments in Retirement: Mezzi, Betterment, and Wealthfront

Updated September 26, 2026.

In retirement, the useful question is how the investment service supports spending as well as the portfolio. You need to understand the source of cash, the tax consequences of withdrawals, the investments that remain, and who carries out each action. An app that explains a decision and a service that executes it are different choices.

Mezzi supports financial guidance using available accounts and personal context. Betterment and Wealthfront provide managed investing services alongside planning tools. All three deserve evaluation against your needs; none is automatically best because you are a beginner, an experienced investor, or a retiree.

Method: Mezzi publishes this comparison. We reviewed official documentation and current pricing on September 26, 2026, alongside our Mezzi application review. We did not run matched retirement portfolios, verify every available withdrawal setting, or measure tax savings. The comparison concerns documented scope and the questions a retiree should resolve before relying on a service.

Compare the responsibilities first

Underlying investment expenses and other applicable costs must also be considered. The fees are for different service scopes. A flat guidance subscription is not the same purchase as delegated portfolio management.

1. Mezzi: coordinate the questions across your financial life

Mezzi can organize investments, banking, other assets such as real estate, and liabilities. AI Personalization lets you describe goals and constraints, including cash needs and investing priorities. That broader context is useful when retirement decisions involve more than the investment account supplying the next withdrawal. See the account-category update.

For example, you might want to review a planned expense alongside available bank cash, investments, a mortgage, and expected income. A question about selling a holding can also involve portfolio concentration or the timing of another obligation. The discussion becomes more useful when those facts are explicit.

A practical prompt is: “Help me organize the information needed to fund next quarter's spending. Separate available cash, possible investment sales, account restrictions, and tax questions that need verification.” This is a way to identify the work, not a claim that the app has completed a tax-sensitive withdrawal plan from incomplete records.

Mezzi's exposure analysis can support questions about concentration and overlap across supported holdings. Verify the accounts included and the quality of the available data. A consolidated view should not be treated as proof of complete transaction history, current tax lots at every institution, or universal wash-sale prevention.

Implementation remains distinct. This guide does not claim that Mezzi places trades, schedules distributions at an outside custodian, calculates every required minimum distribution, or changes a broker's withholding settings. Entering a goal or rule into AI Personalization is not the same as completing those actions.

Current pricing includes free access, Advisory at $399 annually, and Concierge at $999 annually. Evaluate the actual guidance and support included. Do not justify the fee with a generic promise to save a particular amount in taxes or replace every professional service.

Best fit: You want a financial discussion grounded in your existing accounts and priorities while retaining your implementation arrangements. Add another workflow when necessary: You need a dedicated retirement model, precise tax accounting, formal RMD calculations, or an investment manager responsible for execution. Clearly defined roles are more useful than an unsupported claim that one product handles everything.

2. Betterment: managed investing with retirement-specific planning

Betterment's retirement-goal documentation describes goals that can incorporate Betterment accounts and external accounts synced or added manually. Its planning should not be dismissed as limited to one account or only appropriate for new investors. What matters is whether the methodology and service fit the household.

The Retirement Planning Advice Disclosure explains the assumptions used for personalized retirement plans and distinguishes them from ordinary investment goals. Retirement-income guidance is conditional on factors such as the time horizon, portfolio strategy, taxes, and how advice is followed. A recommended withdrawal amount is not an unconditional guarantee that money will last.

Its tax features include harvesting, coordinated asset location, and tax-impact previews for certain changes. These deserve specific credit. Tax-loss harvesting relates to eligible taxable investments; it should not be sold as a tax benefit generated inside an IRA merely because the owner is retired.

Betterment's current harvesting disclosure also explains that the strategy is not appropriate in every circumstance, including certain near-term large withdrawals or outside-account trading situations. A retiree spending from taxable assets should therefore evaluate the feature in context rather than assume more harvested losses always improve the plan. This is a limitation of the strategy, not a reason to portray the provider as uniquely deficient.

For the managed service, pricing starts at $5 per month and changes to 0.25% annually when the qualifying $24,000 balance or $200 recurring monthly-deposit condition is met. Premium has separate requirements and fees, including a 0.65% annual rate on the first $1 million and a $100,000 eligible balance requirement. Fund expenses remain additional; verify the applicable agreement and any higher-balance tiers.

Best fit: You want managed portfolio implementation with retirement-planning tools. Check before depending on it: The particular goal type, external-account assumptions, withdrawal process, tax settings, and whether human advice is part of your selected service. A clear feature name is a starting point for evaluation, not a substitute for understanding its conditions.

3. Wealthfront: automated implementation with explicit withdrawal questions

Wealthfront's Automated Investing service builds and manages a portfolio under its service terms, with rebalancing and eligible tax-loss harvesting. Standard pricing is 0.25% annually with a $500 opening minimum, plus underlying investment expenses. This is an implementation service, not merely a household tracking subscription.

For retirement, evaluate the transition from accumulating investments to drawing on them. The relevant questions include which account supplies spending, how a withdrawal affects the portfolio, how much reaches the bank after withholding, and which records will be available for tax preparation. These operational details matter even when the portfolio itself is automated.

Wealthfront's IRA Automated Investing Account agreement, updated August 19, 2026, assigns the owner responsibility for monitoring required minimum distributions and describes the need for an acceptable distribution request. Automated portfolio management therefore should not be mistaken for a promise that every required withdrawal will occur without your involvement. Establish the amount, request, withholding election, and completion record for your account.

Its IRA-withdrawal help page explains that tax withholding can reduce the amount received. The important distinction is gross distribution versus spendable cash. Review the current settings and applicable requirements rather than assuming the amount requested and the amount deposited into the bank are identical.

The service also issues tax documents based on account activity, including Form 1099-R for retirement-account distributions. Recordkeeping is part of the withdrawal workflow; it should not be deferred until an unexplained tax form arrives.

Best fit: You want automated portfolio management and are comfortable evaluating the planning and withdrawal assumptions that apply. Check separately: Distribution scheduling, current withholding choices, RMD support for your account type, and any outside accounts the service does not control. This article does not infer unsupported features from the presence of general retirement-planning tools.

Build a spending workflow before choosing a withdrawal button

A simple retirement spending record starts with the amount needed, the date it is needed, the expected source, and the action required. Keep ordinary spending and large one-time expenses distinguishable. A portfolio can be appropriate for the long term while still requiring careful preparation for an upcoming cash need.

Suppose a hypothetical retiree needs $3,000 per month after other income has arrived. Three months requires $9,000. If the chosen withdrawal is subject to withholding, the gross amount may need to be different from that net spending requirement. The exact gross amount depends on the applicable facts and settings; the simple $9,000 calculation does not settle the tax question.

Also distinguish moving existing cash from selling investments to raise it. A withdrawal request may involve trades, settlement, and transfer time. Verify the current process for the particular account rather than assuming an instant cash movement from every kind of investment.

Keep required distributions separate from spending preferences

Required minimum distributions follow account-specific rules. A desired monthly spending amount is not the same as an RMD, and a consolidated account dashboard does not prove all required distributions have been calculated or satisfied. The IRS RMD guidance is the starting point for the applicable rules.

For each relevant account, identify who calculates the requirement, who submits the distribution instruction, and how completion is confirmed. Check whether aggregation is permitted for the particular account types rather than assuming every retirement account can be treated as one pool.

A tool that helps discuss the decision may still leave the calculation or implementation elsewhere. That is manageable when the responsibility is explicit. The problem is an unassigned task hidden behind a reassuring total balance.

Review tax-sensitive decisions as part of the whole year

Selling from a taxable account, taking a tax-deferred distribution, and making a Roth conversion are different actions. They can have different effects on income and taxes. Do not rely on a universal withdrawal order such as “always spend taxable first” without considering the broader situation.

Likewise, harvesting losses is not automatically the most useful tax action for every retiree. The value depends on current and future circumstances, including gains, losses, account types, and spending plans. IRS Publication 550 describes the relevant capital-loss and wash-sale framework; the tool still needs accurate records.

A productive review identifies which decisions are routine and which need more detailed analysis. This can include a substantial portfolio transition, a large expense, or an unusual income year. The objective is to make the consequences visible before action, not to label every recommendation “tax optimized.”

A fair way to decide

Choose guidance when you want help understanding the financial picture while retaining responsibility for implementation. Choose a managed service when you want to delegate eligible investment decisions under its agreement. Add specialist planning or tax support when the question requires it. The categories can complement one another.

Evaluate cost against scope. At a constant illustrative $400,000 balance, a 0.25% annual management fee is $1,000 before investment expenses. Mezzi Advisory is $399 annually, but the difference does not represent equivalent services or prove which is better value. Identify the work included and the work you will still perform.

For planning before retirement, see software for preparing for retirement. For maintaining a plan's progress, see retirement goal-tracking tools. This guide focuses on the operating decisions after portfolio withdrawals become part of life.

Frequently asked questions

Does a retirement planning app automatically handle withdrawals?

Not necessarily. Planning, advice, trading, and distributions are different functions. Verify which actions the specific service performs and which require your instruction or another provider.

Can tax-loss harvesting create the same benefit inside an IRA?

Tax-loss harvesting concerns taxable investment losses and does not provide the same current deduction from trading within an IRA. Evaluate the account type and applicable rules rather than applying a taxable-account feature to every retirement account.

Is a recommended withdrawal amount guaranteed to last?

No. A recommendation depends on assumptions, including spending, time horizon, investment outcomes, taxes, and how the plan is followed. Review the methodology and update relevant facts when circumstances change.

Is the cheapest subscription always the best retirement choice?

No. Compare the service scope and responsibilities as well as price. Guidance, detailed modeling, managed implementation, and professional advice can solve different tasks. A lower price for a different job is not a complete comparison.