Updated September 25, 2026.
The best AI financial advisor depends on whether you want guidance, a planning model, or someone to implement investment decisions. Consider Mezzi for ongoing advice grounded in connected household finances; PortfolioPilot for portfolio scoring and model-driven recommendations; Boldin for retirement scenarios; Monarch for budgeting and household planning; or Range for AI alongside a professional advisory team. If your priority is automated investment management, evaluate a robo-advisor such as Wealthfront as a separate category.
The word “AI” does not establish which accounts a tool can see, what advice it provides, or whether it can trade. Those distinctions matter more than the label. This guide compares the workflows and limits so you can shortlist the right kind of service.
Method: This is a comparison published by Mezzi. We inspected Mezzi's application and reviewed the other providers' official product and plan documentation. We did not test matched portfolios or measure which service produces better advice or returns. Prices are US web prices checked September 24, 2026. The list is organized by use case, not a performance ranking.
Which kind of financial AI do you need?
| Type of help | What you are buying | Examples in this guide |
|---|---|---|
| Account-connected guidance | Analysis and recommendations that you review and implement | Mezzi, PortfolioPilot |
| Planning and household tools with AI | A model or financial workflow plus conversational assistance | Boldin, Monarch |
| Professional service with AI | Human expertise, software, and specified implementation services | Range |
| Automated investment management | A managed portfolio under a separate account agreement | Wealthfront Automated Investing |
These categories overlap. They help identify the service responsibility, not divide products into rigid boxes. A budgeting tool may add planning; an advisory firm may use AI; a conversational product may include portfolio analytics.
Shortlist and current pricing
| Product | Reason to evaluate it | Relevant annual cost |
|---|---|---|
| Mezzi | Ongoing guidance across investments, cash, liabilities, and goals | Free; Advisory $399; Concierge $999 |
| PortfolioPilot | Portfolio assessment, recommendations, and economic models | Free; Gold $240; Platinum $588; Pro $1,188 |
| Boldin | Detailed retirement scenarios with a plan-aware assistant | Basic free; PlannerPlus $144 |
| Monarch | Budgeting and household workflows with an AI Assistant | Core $99.99; Plus $199.99 |
| Range | Human advisory team with Rai and defined professional services | Premium $3,950; Platinum $5,950; Titanium $12,500 |
| Wealthfront | Automated portfolio management rather than a general-purpose chat workflow | Automated Investing: 0.25% annually, plus investment expenses |
Sources and plan distinctions appear in the individual reviews below. Annual subscriptions are not month-to-month payment quotes. The amount you pay should match the service you need, not merely the cheapest tier under a brand name.
1. Mezzi: for ongoing guidance with your household picture in view
Mezzi connects investments and banking, includes credit cards and other liabilities, and supports additional assets such as real estate. It is useful to evaluate when your questions cross those boundaries: whether cash is available to invest, how an investment change affects a goal, or whether a concentration deserves attention given the rest of your finances.
AI Personalization lets you save preferences, goals, background, and communication context. A reserve for a planned expense means something different from unallocated cash, even when the bank balance is identical. Supplying that context helps frame the discussion. Exposure X-Ray adds analysis of underlying exposures in supported funds. Mezzi's account-group update
Free includes aggregation, family collaboration, Exposure X-Ray, and limited AI insights. Advisory is $399 annually for unlimited advice and five active Delegations. Concierge is $999 annually and adds unlimited active Delegations, advanced AI, setup assistance, and quarterly coaching. Mezzi pricing
Why choose it: You want to ask ongoing questions with connected financial information and saved context, while retaining control over implementation. The workflow is relevant to more than portfolio tracking.
What to understand first: Mezzi does not execute trades, hold investments, or file tax returns. Manually entered assets need maintenance, and data availability varies by connection. Saved context is not an enforced rule or an automatically active Delegation. Advice quality depends on the completeness and accuracy of the information available.
A useful evaluation question: “Given the reserve and upcoming expense I described, what should I consider before investing new savings?” Ask the assistant to identify assumptions and missing information, rather than judging it only by confidence or speed.
2. PortfolioPilot: for portfolio scoring and model-driven recommendations
PortfolioPilot connects a multi-asset financial picture and applies economic and portfolio models to generate assessments and recommendations. Its Portfolio Score gives a structured starting point, while its assistant provides a conversational way to engage with the analysis. PortfolioPilot technology
That can appeal to someone who wants to inspect portfolio weaknesses and proposed changes systematically. A score can focus attention, but it is not an expected return or proof that every suggested adjustment is appropriate. Implementation costs, taxes, and preferences still matter.
The free tier includes net-worth tracking, retirement/scenario planning, portfolio assessment, and research tools. Gold costs $240 annually with personalized recommendations and limited assistant use. Platinum costs $588 and includes unlimited assistant access and additional analysis; Pro is $1,188 for more complex modeling and collaboration. Its quarterly expert call is explicitly about product setup and reports, not a dedicated advisor relationship. PortfolioPilot plans
Why choose it: You want a portfolio-scoring and modeling workflow, with recommendations you can inspect and implement yourself. Its substantial free tier also makes it relevant before you commit to paid advice.
What to understand first: A forecast remains a model, and PortfolioPilot does not manage client funds. Compare the tier containing the assistant access and scenario features you need. Gold's lower price does not include every Platinum or Pro feature.
A useful evaluation question: “What assumptions explain this recommendation, and how would the result change if I avoided selling appreciated holdings?” A good evaluation looks at reasoning and alternatives, not simply whether the model's score rises.
For a detailed plan comparison, see Mezzi versus PortfolioPilot.
3. Boldin: for retirement planning with AI assistance
Boldin is a strong candidate when your question requires a structured long-term plan. Its planning tools cover scenarios, Roth conversion analysis, tax projections, and retirement assumptions. Boldin AI adds a way to ask questions about the plan rather than navigate every input alone. Boldin AI
The value is making assumptions explicit. A retirement-date change can affect the number of earning years, withdrawals, income timing, and taxes. A useful model lets you inspect those relationships instead of reducing the decision to a single answer.
Basic is free; PlannerPlus is $144 annually and includes account linking, unlimited AI conversations, Monte Carlo analysis, and deeper scenario tools. Boldin separately offers coaching and professional advisory services. Those are different engagements from the software subscription. Boldin pricing
Why choose it: You want to maintain and compare a detailed retirement plan. The structured model is the central feature, with AI helping you explore it.
Boldin's September release notes also confirm that PlannerPlus Document Vault has launched. It lets users keep financial documents alongside the plan and use Boldin AI to discuss them. The assistant can propose plan changes for review, so its role goes beyond explaining an unchanged model.
What to understand first: A simulation is not a guarantee. Inputs such as future spending and returns are uncertain. Plan edits require review; they are not brokerage trades. Do not assume that a software subscription includes professional implementation or a comprehensive human plan review.
A useful evaluation question: “Which assumptions cause the result to change when I retire two years earlier?” Look for sensitivity and tradeoffs rather than a single optimistic success figure.
See Mezzi versus Boldin for the distinction between a structured retirement model and ongoing household guidance.
4. Monarch: for household budgeting and planning with AI
Monarch's strongest starting point is the household operating routine: categorizing transactions, managing budgets, reviewing bills, and tracking goals. Its AI Assistant is part of that broader workflow. Monarch pricing and features
Core is $99.99 annually. Plus is $199.99 and adds forecasting, business tracking, advanced investment analysis, and an estate-document benefit. Its forecasting can use existing financial data to explore life changes. The Plus help guide notes desktop availability and more limited mobile support for the new features. Monarch Plus
Why choose it: You want financial questions embedded in a shared budgeting and transaction workflow. If the household first needs clarity on where money goes, that foundation may be more useful than a portfolio-focused recommendation engine.
What to understand first: Transaction categorization rules, planning forecasts, and personalized investment advice are different functions. Monarch describes its service as financial information and tools rather than personalized financial, investment, tax, or legal advice. Test the specific feature on the device you intend to use.
A useful evaluation question: “Which recurring expenses changed, and how does that affect the goal we are funding?” Verify the categories and underlying transactions before treating the answer as a spending diagnosis.
For the overlap with Mezzi's banking and household context, see Mezzi versus Monarch.
5. Range: for AI alongside a professional advisory team
Range combines its Rai assistant and financial platform with human professionals. It offers investment and retirement services and, in higher tiers, additional tax, equity-compensation, and estate-related work. This is a service relationship rather than simply another chatbot subscription. Range services
The visible current pricing is Premium at $3,950 annually, Platinum at $5,950, and Titanium at $12,500. The tiers differ in scope: tax projections and document creation are not the same as tax filing, and filing is subject to the stated service limits. Range's own advisory fee is flat, not a standard 1% AUM charge. Other investment or third-party fees may apply. Range pricing
Why choose it: You want professional involvement and specific work handled or coordinated, not only an answer to a financial question. That can matter when several decisions and deadlines intersect.
What to understand first: Obtain the scope for your situation. A higher subscription does not mean every professional service is unlimited. Range says its estate-document offering is not a law-firm engagement. Its use of AI also does not eliminate the need to understand who is responsible for implementation.
A useful evaluation question: “Which parts of this year's decision will your team analyze, implement, and document, and which remain mine?” The answer should match the proposed tier and agreement.
See Mezzi versus Range for a detailed responsibility comparison.
6. Wealthfront: when you want automated investing, not just advice
Wealthfront belongs in the buying decision because people often use “AI advisor” and “robo-advisor” interchangeably. They are not identical categories. Automated Investing manages a portfolio under its account arrangement, including rebalancing and applicable tax-loss harvesting, rather than simply giving you a conversational recommendation to implement. Wealthfront fees and service
Its advisory fee is 0.25% annually, with underlying investment expenses separate. Wealthfront also provides free financial planning that can include linked external accounts. An external account informing a plan is not automatically an account Wealthfront manages. Wealthfront planning
Why choose it: You want investment implementation handled within a managed-account service. Automation can be the desired service even if a general financial conversation is not the main interface.
What to understand first: Management applies to the relevant account arrangement, not every asset you link for visibility. Tax-loss harvesting has conditions and uncertain benefits; it is not a guaranteed return or a promise that every household tax issue is addressed.
A useful evaluation question: “Which assets will this service manage, which will only inform the plan, and what costs remain beyond the advisory fee?”
Compare the free entry points in Wealthfront, Empower, and Mezzi.
A practical decision sequence
Start with implementation. If you want a service to manage investments, compare managed-account arrangements such as Wealthfront or Range's relevant service. If you want to remain the implementer, move to the type of analysis you need.
For a maintained retirement model, examine Boldin's scenarios. For portfolio scoring and economic-model recommendations, examine PortfolioPilot. For a shared spending routine and forecasting, examine Monarch's appropriate tier. For ongoing questions across connected household finances and saved personal context, examine Mezzi.
Then identify the boundary you cannot compromise on: a required account connection, a particular scenario output, unlimited advice, a professional deliverable, or a budget limit. A product can be strong overall and still be wrong for that requirement.
How to judge a financial AI answer
A fluent explanation is not sufficient. Start by checking whether the product has the information needed for the question. An allocation question needs complete relevant holdings. A cash question needs obligations and timing. A tax-sensitive decision may require records that a balance feed does not contain.
Then ask the assistant to state assumptions, alternatives, and what would change its conclusion. A useful answer should help you identify the next verification step. It should not make uncertainty disappear through confident wording.
Finally, identify the action owner. Will you implement, will an advisor act, or will a managed service trade under an agreement? Planning, advice, monitoring, execution, and filing should not be treated as one feature called “automation.”
Do not rank tools by untested return claims, generic AI benchmarks, or promotional tax-savings examples. We have not measured comparative investment results, and an outcome from a different strategy is not evidence about these products.
When human advice still matters
Some decisions require professional judgment, coordinated implementation, or legal and tax work beyond a software tool's scope. A household may also prefer an ongoing person or team to help it follow through. That is a service preference, not evidence that the household is unsophisticated.
AI and human support can coexist. Compare the actual relationship: a product-support call, coaching session, written financial plan, tax-filing engagement, and discretionary investment mandate are different services. Choose the combination that assigns every necessary responsibility clearly.
Common questions
Is an AI financial advisor the same as a robo-advisor?
No. Some AI products provide guidance that you implement. A robo-advisor typically manages investments under an account agreement. Inspect the service responsibility rather than relying on the marketing label.
Can a general AI assistant analyze my finances?
It may be able to use information you provide or connect, depending on the product and integration. The important questions are what data it can access, how it uses that data, what service it provides, and who verifies and implements the result. Account access is not proof of complete or accurate financial advice.
Which option is best for retirement modeling?
Boldin deserves a close look for structured retirement scenarios. PortfolioPilot also offers planning tools, and Monarch Plus adds forecasting. Mezzi supports ongoing retirement questions in a broader household context. Choose based on the specific outputs and assumptions you need.
Will AI guarantee lower taxes or better returns?
No. Outcomes depend on your circumstances, data, decisions, markets, and applicable rules. A useful tool improves the decision process; it does not guarantee the result.
Start with your financial question. Connect your accounts in Mezzi, save the goals and preferences that matter, and explore the decision with your household picture in view.
Start with Mezzi FreeThis comparison is published by Mezzi for educational purposes and is not personalized investment, tax, or legal advice. Features, prices, and data availability can change. Investing involves risk, including loss of principal. Examples are illustrative and are not customer results or guarantees.