Best AI Investing Apps in 2026

Last updated October 2026

Short answer

Walnut is the best AI investing app in 2026 if you already have a brokerage account. It is free, reads your real holdings, gives each one a keep, trim or exit read against the S&P 500, and places only the trades you approve. The best pick for each job:

  • Best for the brokerage account you already have: Walnut (free)
  • Best conversational research: Magnifi (free; $99 a year)
  • Best portfolio critique: PortfolioPilot (free; Gold from $20 a month)
  • Best hands-off robo: Wealthfront or Betterment (0.25% a year)
  • Best stock scores: Danelfin (free; Plus from $22 a month)
  • Best for active traders: Trade Ideas ($127 a month) or TrendSpider
  • Best strategy automation: Composer ($0 Starter)
  • Best AI inside a broker: Public or Robinhood (commission-free)

Prices checked October 2026.

“AI investing app” covers products that do different jobs: some automate an entire portfolio, some score stocks, some answer questions about the account you already own by chatting through ChatGPT or Claude. This guide ranks the field, then breaks it down by the job each app actually does, with the cheapest options, what each costs at three balances, and where each one (including Walnut) is the wrong fit.

The best AI investing apps in 2026, ranked

  1. Walnut (Free; Walnut Unlimited $9.99/mo (web)). Best AI investing app for the brokerage account you already have: connects your existing brokers, gives each holding a keep, trim or exit read against the S&P 500, turns a thesis into a basket with target weights, and places the trades you approve. Use its own assistant or ask inside Claude and ChatGPT.
  2. Magnifi (Free plan; Premium $99 a year). Best for conversational fund and stock research: ask plain-English questions about funds and stocks, with linked accounts to track them.
  3. PortfolioPilot (Free plan; Gold from $20 a month). Best for a one-off AI critique of a connected portfolio: links your accounts and returns a whole-portfolio review with a risk score and suggested changes.
  4. Wealthfront (0.25% of assets a year). Best hands-off robo-advisor with planning tools: an automated, indexed portfolio with tax-loss harvesting and planning built in. Your money moves to Wealthfront.
  5. Betterment ($5 a month under $24,000, or 0.25% a year). Best hands-off robo-advisor for goal-based saving: builds and manages a diversified portfolio for you, with goal planning and tax features.
  6. SoFi (Automated investing 0.25% a year). Best robo inside an all-in-one money app: automated investing next to banking, loans and self-directed trading.
  7. Danelfin (Free plan; Plus from $22 a month). Best for AI stock scores: gives every stock an explainable 1-10 AI score to weigh in your own research.
  8. Public (Commission-free stock trading). Best brokerage with AI agents built in: a self-directed brokerage that calls itself agentic, with a research assistant, market briefings and earnings summaries in the app.
  9. Composer (Starter $0; Advanced $10 a month). Best for no-code strategy automation: describe a strategy to its AI, backtest it, and let it run in Composer's own account.
  10. Trade Ideas ($127 to $254 a month). Best real-time AI scanner for day traders: real-time AI scanning and trade signals for active day and swing traders.
  11. Kavout (Free plan; Pro $20 a month). Best for AI research agents across global markets: AI research agents, stock pickers and signals across US and global markets.
  12. Prospero.ai (Free app). Best free AI stock signals: free daily AI stock picks and signals on mobile, as one research input.
  13. eToro ($0 stock commission in the US). Best for social and copy trading: a social investing broker in 75 countries, built around copy trading and a $100K demo account.
  14. Acorns ($4 to $12 a month). Best for investing spare change: round-ups that invest spare change into a managed portfolio, for people who have not started yet.
  15. TrendSpider (Paid plans only). Best AI charting for technical traders: automated chart-pattern and trendline detection with an AI assistant, priced for people who trade often.
  16. Robinhood (Commission-free; Gold $5 a month adds Cortex). Best AI research inside a commission-free broker: Cortex turns market data into insights inside the Robinhood app, and Robinhood also runs AI agents on its own accounts.
  17. Interactive Brokers ($0 US stock commissions with IBKR Lite). Best AI assistant inside a full-featured global broker: Ask IBKR answers questions about your own IBKR account inside the platform.
  18. RockFlow (Free app; start from $1). Best all-in-one AI mobile trading app: bundles discovery, research and trading in one mobile app.

Prices checked on each provider's own site in October 2026; they change, so verify before you sign up.

The ranking weighs what the AI contributes, whether the app can see your real account, control and cost; the methodology is below. ChatGPT Finances can now read a linked US account, but to act on the portfolio you actually own, with target weights and trades you approve, Walnut is the purpose-built option.

Which investing app has the lowest fees and still uses AI?

Walnut is the lowest-cost AI investing app here: $0 to use, no fee on assets, and no commission from Walnut, with an optional Walnut Unlimited plan at $9.99 a month on the web for unlimited assistant sessions. The full list, cheapest first:

AppWhat you payMinimumWhat the AI does
Walnut$0; optional Walnut Unlimited $9.99/mo; no fee on assetsNone of its own (your broker's minimums apply)Reads your holdings, keep, trim or exit reads, baskets, trades you approve
Prospero.aiFree appNone statedDaily AI stock signals
Fidelity Go$0 under $25,000, then 0.35% a yearInvests from $10Automated robo portfolio
Schwab Intelligent PortfoliosNo advisory fee (ETF expenses apply)Check SchwabAutomated robo portfolio
MagnifiFree plan; Premium $99 a yearNone statedResearch chat with linked accounts
ComposerStarter $0; Advanced $10 a monthNone statedAI-built, automated strategies
RobinhoodCommission-free; Gold $5 a month adds CortexNone statedAI research inside the broker
Vanguard Digital AdvisorAbout $15 to $16 a year per $10,000 (all-index)$100Automated robo portfolio
Wealthfront0.25% a yearCheck WealthfrontRobo portfolio with tax-loss harvesting
Betterment$5 a month under $24,000, or 0.25% a yearCheck BettermentRobo portfolio with goal planning

Prices checked October 2026. Your broker's own trading costs and fund expense ratios sit on top of any app fee. For a balance under a few thousand dollars, see the small-account comparison table.

Which AI investing app offers the best features and overall value?

For an investor who already has a broker, Walnut gives the most for the money: it is free, reads your real holdings, gives each one a keep, trim or exit read against the S&P 500, and places trades you approve. For hands-off investing, Wealthfront (0.25% a year). For research, Magnifi (free, or $99 a year). For active traders, Trade Ideas (from $127 a month) or TrendSpider, which only make sense if you trade often.

What each app costs a year at three balances

A flat fee is a large share of a small balance and a tiny share of a large one; a percentage fee grows with you. Acorns at $4 a month is 4.8% a year on $1,000. Wealthfront at 0.25% is $25 a year on $10,000.

App$1,000$10,000$100,000
Walnut$0 (or $119.88 with Unlimited)$0 (or $119.88)$0 (or $119.88)
Magnifi$0 (or $99 Premium)$0 (or $99)$0 (or $99)
Fidelity Go$0$0$350 (0.35%)
Vanguard Digital AdvisorAbout $1.50 to $1.60About $15 to $16About $150 to $160
Wealthfront$2.50 (0.25%)$25$250
Betterment$60 ($5 a month)$60$250 (0.25%)
Acorns$48 to $144 (4.8% to 14.4%)$48 to $144$48 to $144
PortfolioPilot Gold$240$240$240
Danelfin Plus$264$264$264
Trade Ideas Standard$1,068$1,068$1,068

Annual cost, as of October 2026. Betterment's $5 a month applies under $24,000 unless you deposit $200 or more a month.

What each app actually does

AppReads the account you already haveAI conversationScores or readsPlaces tradesFree plan
WalnutYes, read-only by default, across brokersOwn assistant, plus Claude and ChatGPTKeep, trim or exit vs the S&P 500 for each holdingOnly trades you approve, at Public and eight other brokersYes
MagnifiLinks accounts to trackYes, research chatNoIn its own brokerage accountYes
PortfolioPilotYesYes, portfolio critiquePortfolio risk scoreNo, you trade at your brokerYes
Wealthfront / BettermentNo, you move money inLimitedNoAutomatically, for youNo (fee on assets)
DanelfinNoNo1-10 AI score on each stockNoYes
ComposerNo, uses its own accountDescribe a strategy to its AINoAutomatically, by your rulesYes (Starter)
Robinhood (Cortex)Robinhood accounts onlyCortex researchNoYes, in RobinhoodCortex with Gold ($5 a month)

Only the robo-advisors (Wealthfront, Betterment) harvest tax losses automatically. Walnut does not see cost basis or tax lots, so its reads use one-year price returns, not your profit and loss.

Best value by investor type

  • You already have a brokerage account: Walnut, free.
  • You want it fully automated: Fidelity Go under $25,000 ($0), Wealthfront above it (0.25%).
  • You are just starting and need an account: Public or Robinhood, both commission-free with AI built in, connected to Walnut (Robinhood read-only).
  • You pick your own stocks: Danelfin's free plan for scores, Walnut for what you already hold.
  • You trade during the session: Trade Ideas or TrendSpider, if the subscription is a small share of your account.

Whether a paid tier is worth it at all is its own question; the worth-paying-for breakdown works through it by job.

What is the best AI investing app that works with the broker you already have?

Walnut. Most apps described as AI investing apps expect you to move your money to them: Betterment, Wealthfront, SoFi and Acorns are all brokerages in their own right, and Magnifi runs its own account too. If you already have a brokerage account and want to keep it, that rules out most of the category before you start comparing features.

The apps that connect to an account you already hold are a much shorter list. Walnut connects the brokerages you already have, answers questions about your real holdings in its own assistant or inside Claude and ChatGPT, and acts on them: baskets with target weights, recurring investments from cash already at your broker, and trades you approve. PortfolioPilot links your accounts and returns an AI critique and a portfolio score. Mezzi and Empower track linked accounts with lighter AI on top.

The distinction that matters is the account model, not the AI. An app that holds your money can act on it without asking. An app that connects to your existing broker can only read what you own until you approve something, which is the model to compare if moving brokerages is off the table.

The five kinds of AI investing app

Picking the right category matters more than picking the right product within it.

  • AI investing apps for the broker you already have (Walnut, PortfolioPilot, Mezzi) connect your existing account. You keep your broker and ask about your real holdings instead of handing your money to an automated model. Walnut is the one in this group that also places the trades you approve.
  • Robo-advisors (Wealthfront, Betterment, SoFi, Fidelity Go) build and manage a diversified portfolio for you automatically. You move money in and stop thinking about it.
  • AI research assistants and stock scores (Magnifi, Danelfin, Kavout, Prospero) answer research questions or rate individual stocks. You act on the output elsewhere.
  • Trader platforms and strategy automation (Trade Ideas, TrendSpider, Composer) scan markets in real time or run rules-based strategies you build without code.
  • AI inside a broker (Public, Robinhood, Interactive Brokers, eToro) builds assistants, agents or social trading into the app that holds your money, limited to that broker's accounts.

What to look for in an AI investing app

The category is noisy because “AI” sells. A useful checklist when comparing apps:

  • What the AI actually does. Picks stocks, optimizes a portfolio, automates trades, or just answers questions. These are very different products.
  • Whether it connects your real brokerage, or makes you move money into a new account. If the AI cannot see your real positions, it cannot give a useful answer about your portfolio.
  • Read-only vs trade-enabled, and whether it can ever place orders without your approval.
  • Cost: a free tier, a flat subscription, or a percentage of assets. Over decades, a percentage fee compounds into real money.
  • Whether it shows its reasoning, not just an output you have to trust blindly.
  • Honest disclosures. Informational analysis is fine; auto-claiming “investment advice” without registration is not.

Connected AI investing apps

Walnut

The AI that knows your portfolio. Ask anything in plain English, research any stock or fund, and get an honest second opinion, on the broker you already use. Read-only by default, you approve every trade, and it never holds your money. Walnut is not an investment adviser.

Best for: A keep, trim or exit read on the stocks you already own, and placing the trades you approve. Price (as of October 2026): Free; Walnut Unlimited $9.99/mo (web); no fee on assets. Where it's strong: Your money stays at the broker you already use; nothing has to move. Where it falls short: It has no cost basis or tax lots, so returns are one-year price returns rather than profit and loss, and it is read-only at Schwab, Fidelity and Vanguard.

PortfolioPilot

Connects your accounts and gives AI-generated portfolio recommendations and risk analysis. Best for a second opinion on an existing portfolio.

Best for: A second opinion on an existing portfolio. Price (as of October 2026): Free plan; Gold $20 a month billed yearly ($29 monthly); higher tiers to $149 a month. Where it's strong: Whole-portfolio risk, fee, and diversification analysis across linked accounts. Where it falls short: Advice-and-analysis focused; it cannot change your investments, so every trade is placed by you at your broker.

Mezzi

Aggregates your accounts and layers AI insights with a tax-aware lens. Best for a consolidated view across holdings.

Best for: Aggregated wealth tracking with AI. Price (as of October 2026): Subscription. Where it's strong: Cross-account, tax-aware insights in one consolidated view. Where it falls short: Tracking-and-insight focused rather than thesis-driven basket building.

Origin

A financial-planning app with account aggregation and AI portfolio insights. Best for people who want planning and investing in one place.

Best for: Financial planning plus investing. Price (as of October 2026): Subscription. Where it's strong: Holistic planning: budgeting, net worth, and longer-term financial tools together. Where it falls short: Broad planning scope means less depth on active portfolio management.

Hands-off automated investing (robo-advisors)

Betterment

Automated, diversified ETF portfolios with goal planning, rebalancing and tax-loss harvesting. The automation runs on rules rather than a conversational AI that reads your holdings. Best for people who want it fully hands-off.

Best for: Set-and-forget automated investing. Price (as of October 2026): $5 a month under $24,000, or 0.25% a year from $24,000 or with a $200+ monthly deposit. Where it's strong: Automated tax-loss harvesting and rebalancing you never have to touch. Where it falls short: You do not pick holdings, and it manages money inside Betterment, not your existing broker.

Wealthfront

Automated indexing with strong financial-planning tools. Best for hands-off investors who want planning bundled in.

Best for: Hands-off investing with planning built in. Price (as of October 2026): 0.25% of assets a year. Where it's strong: Strong automated financial planning through the Path tool. Where it falls short: Limited control over individual positions.

SoFi

Automated investing plus an AI financial coach inside an all-in-one money app. Best for beginners already in the SoFi ecosystem.

Best for: Beginners in one money app. Price (as of October 2026): Automated investing: 0.25% of account value a year. Where it's strong: Banking, loans, self-directed trading and a robo portfolio in one app. Where it falls short: Lighter on deep research and customization.

Schwab Intelligent Portfolios

Schwab's automated portfolio service with no advisory fee, funded partly by a required cash allocation. Best for people already at Schwab who want it handled.

Best for: Hands-off investing with no advisory fee, if you accept the cash allocation. Price (as of October 2026): No advisory fee; ETF expenses and a cash allocation apply (check Schwab for the minimum). Where it's strong: No percentage advisory fee, which is genuinely unusual in this category. Where it falls short: It requires a meaningful cash allocation that earns Schwab's rate, which is the real cost of the zero advisory fee.

Vanguard Digital Advisor

Vanguard's automated portfolio service, built from its own index funds at one of the lowest all-in costs in the category. Best for committed indexers.

Best for: Low-cost automation for people who already believe in index funds. Price (as of October 2026): 0.20% gross (index); about $15 to $16 a year per $10,000 all-in for an all-index portfolio; $100 minimum. Where it's strong: Among the cheapest all-in costs of any automated service. Where it falls short: It invests in Vanguard funds only, so it is an allocation service rather than an open comparison of what is best.

Fidelity Go

Fidelity's automated service, free below a stated balance and built from zero-expense-ratio Fidelity Flex funds. Best for people starting out.

Best for: Small balances, where it is free. Price (as of October 2026): $0 advisory fee under $25,000; 0.35% a year from $25,000; invests from $10. Where it's strong: Genuinely free below the stated balance threshold, with no underlying fund expenses. Where it falls short: No tax-loss harvesting, which removes the strongest argument for a managed taxable account.

M1 Finance

A pie-based investing platform where you choose the holdings and target weights and M1 automates the rebalancing. Between a robo-advisor and a brokerage.

Best for: People who want to choose the holdings but automate the maintenance. Price (as of October 2026): Free; $3/mo platform fee unless you hold $10,000+ (Oct 2026). Where it's strong: You pick the holdings, which no conventional robo-advisor allows. Where it falls short: Trading happens in scheduled windows rather than on demand, which suits long-term investing and frustrates anyone wanting control over execution.

Empower

Free account aggregation and portfolio analysis tools, alongside a percentage-fee wealth management service for larger balances.

Best for: Free portfolio tracking; the paid advice is a separate decision. Price (as of October 2026): Free tools; managed accounts charge a percentage (verify current). Where it's strong: Genuinely useful free aggregation across accounts no single provider sees. Where it falls short: The free tools are a lead source for a high-fee managed service, and the sales contact is persistent.

Acorns

Round-ups and small automated contributions into a diversified ETF portfolio, priced as a monthly subscription rather than a percentage.

Best for: Starting to invest at all, when the barrier is behavioural. Price (as of October 2026): Bronze $4, Silver $8, or Gold $12 a month. Where it's strong: It solves the real problem for many people, which is starting at all rather than choosing correctly. Where it falls short: A flat monthly fee is enormous as a percentage of a small balance, which is exactly the balance the product is designed for.

Ellevest

An automated investing service that models career and longevity differences women face, alongside coaching and planning tiers.

Best for: Goal-based planning built around women's financial realities. Price (as of October 2026): Membership pricing plus fund expenses (verify current). Where it's strong: Planning assumptions reflect that career earnings curves and life expectancy differ, which most models ignore. Where it falls short: Pricing shifted to a membership model and the wealth-management tier is aimed at larger balances, so check which tier you are actually buying.

Wealthsimple

Canada's largest independent automated investing service, combining managed portfolios with commission-free self-directed trading and banking features.

Best for: Canadian investors wanting automation and self-directed trading in one place. Price (as of October 2026): Tiered percentage by balance (verify current). Where it's strong: Managed and self-directed accounts side by side, so you do not choose one model for everything. Where it falls short: It is a Canadian service, so it is not an option for US investors.

Facet

Flat-fee financial planning with a dedicated CFP professional, priced by complexity rather than as a percentage of assets.

Best for: Flat-fee financial planning with a dedicated CFP. Price (as of October 2026): Flat annual membership by complexity (verify current). Where it's strong: A flat fee that does not grow with your balance, which removes the incentive against advice that shrinks it. Where it falls short: The flat fee is large in absolute terms at small balances, so it only beats a percentage once you have enough assets or enough complexity.

Vanguard Personal Advisor

Vanguard's hybrid service pairing a low percentage fee with access to human advisors, built on Vanguard's own index funds.

Best for: Human advice at a low percentage, if you accept Vanguard funds. Price (as of October 2026): Low percentage of assets, tiered (verify current). Where it's strong: Human advice at a fraction of the typical percentage fee. Where it falls short: Below the top tier you get an advisor team rather than one named person, and the portfolios are Vanguard funds.

Zoe Financial

A matching service that connects you with vetted, fee-only fiduciary advisors, free to you because advisors pay for the introduction.

Best for: Being matched to a vetted fiduciary advisor. Price (as of October 2026): Free to you; the advisor pays for the introduction (verify current). Where it's strong: The screen is applied before you arrive, filtering for fiduciary and fee-only, which removes a category of conflict. Where it falls short: You are matched from the network that pays to be in it, which is a smaller pool than the whole profession.

Farther

A technology-forward wealth management firm pairing human fiduciary advisors with a modern client platform.

Best for: A human advisor with better software than most firms have. Price (as of October 2026): Percentage of assets (verify current). Where it's strong: Human fiduciary advice without the dated client experience of established firms. Where it falls short: It is still a percentage-of-assets relationship, so the technology does not change the fee arithmetic at larger balances.

Domain Money

Flat-fee financial plans built by CFP professionals, delivered as a project rather than an ongoing percentage relationship.

Best for: A one-time flat-fee financial plan you implement yourself. Price (as of October 2026): Flat project fee for a plan (verify current). Where it's strong: A known price for a defined deliverable, which almost nothing in this industry offers. Where it falls short: You implement the plan yourself, and there is no ongoing management, which is the point and is not what everyone wants.

Range

A flat-fee wealth management membership aimed at high-earning professionals, with equity compensation and tax planning at the centre.

Best for: High earners with equity compensation, on a flat membership. Price (as of October 2026): Flat annual membership by tier (verify current). Where it's strong: Equity compensation is treated as a core problem rather than an afterthought. Where it falls short: Aimed at high household income, so the membership is poor value for a simpler situation.

Marcus Invest

Goldman Sachs' automated investing service, built around model ETF portfolios and sold alongside Marcus savings products.

Best for: Goldman-built portfolios alongside a Marcus savings account. Price (as of October 2026): Percentage of assets (verify current). Where it's strong: Portfolios constructed by a large, well-resourced institutional investment team. Where it falls short: A conventional automated portfolio with no distinguishing feature beyond sitting next to Marcus savings.

Merrill Guided Investing

Merrill's automated investing service, built on Bank of America research, with an optional tier that adds an advisor.

Best for: Bank of America customers who want managed portfolios in the same app. Price (as of October 2026): Percentage of assets, higher with an advisor (verify current). Where it's strong: Integrated with Bank of America, including reward tiers that cut the fee. Where it falls short: Priced above the cheapest automated services, and the portfolios lean on Merrill's own research and funds.

SigFig

An automated investing service that manages accounts held at your existing broker rather than requiring you to move money.

Best for: Automation that manages your existing Schwab or Fidelity account. Price (as of October 2026): Free under a stated balance, then a percentage (verify current). Where it's strong: Manages the account you already have rather than requiring a transfer. Where it falls short: Supported custodians are limited, so it only works if your account is already at one of them.

E*Trade Core Portfolios

E*Trade's automated investing service, offering managed ETF portfolios alongside its self-directed brokerage, now under Morgan Stanley.

Best for: E*Trade customers wanting a managed portfolio alongside self-directed trading. Price (as of October 2026): Percentage of assets (verify current). Where it's strong: Managed and self-directed accounts side by side under one login. Where it falls short: A conventional service whose main advantage is sitting next to an E*Trade brokerage account.

AI stock research and scoring

Danelfin

Assigns each stock an AI Score estimating its probability of beating the market over the coming months. Best for research-driven stock pickers who want a quantitative signal.

Best for: Quantitative stock signals. Price (as of October 2026): Free plan; Plus $29 a month ($22 billed yearly); Pro $79 a month. Where it's strong: A single, transparent AI Score with a published, backtested track record. Where it falls short: It scores stocks; it does not hold your money, manage a portfolio, or read the account you already have.

Kavout

AI Kai Score ratings and quant signals with an institutional lean. Best for data-oriented investors.

Best for: Data-oriented quant signals. Price (as of October 2026): Free plan; Pro $20 a month ($16 billed yearly); Premium $49 a month. Where it's strong: Institutional-leaning quant signals that blend several factor models. Where it falls short: Steeper learning curve, less beginner-friendly.

Magnifi

A conversational AI investing assistant you can ask natural-language questions about funds and holdings, with account-connection features. Best for research and discovery in plain English.

Best for: Research and discovery in plain English. Price (as of October 2026): Free plan; Premium $99 a year. Where it's strong: Genuinely conversational discovery in plain English. Where it falls short: Skews toward fund discovery rather than managing a concentrated stock portfolio.

Trade Ideas

AI-driven trade signals aimed at active traders. Best for short-term, signal-driven trading.

Best for: Active, short-term trading. Price (as of October 2026): Standard $127 a month ($1,068 a year); Premium $254 a month ($2,136 a year). Where it's strong: Real-time AI scanning plus overnight-simulated, backtested signals. Where it falls short: Priced and built for active traders, not long-term portfolio management.

TrendSpider

Technical-analysis automation and alerting for active traders. Best for chart-driven trading.

Best for: Technical-analysis automation. Price (as of October 2026): Paid subscription plans (check TrendSpider for current pricing). Where it's strong: Automated trendline and pattern detection across timeframes. Where it falls short: Chart-driven and built for active traders, not buy-and-hold portfolios.

AlphaSense

An enterprise market-intelligence platform that searches filings, earnings transcripts, expert calls and broker research with AI summarisation.

Best for: Professional research across filings, transcripts and broker notes. Price (as of October 2026): Enterprise pricing, quoted (verify current). Where it's strong: A licensed corpus, including broker research and expert calls, that a general AI assistant cannot reach. Where it falls short: Priced and built for institutions, so it is not a realistic tool for an individual investor managing their own portfolio.

Tickeron

An AI platform generating technical pattern detections, trade signals and rule-based agents for active traders.

Best for: Pattern-recognition signals and AI trading agents, if you want signals. Price (as of October 2026): Subscription tiers (verify current). Where it's strong: Publishes historical statistics for its agents rather than only marketing claims. Where it falls short: It makes predictive claims, which is a much stronger claim than analysis and needs a long record net of costs to assess.

Ziggma

A portfolio analytics platform with proprietary stock scores, portfolio simulation and dividend tracking for self-directed investors.

Best for: Portfolio analytics and stock scoring for self-directed investors. Price (as of October 2026): Free tier plus a paid tier (verify current). Where it's strong: Portfolio simulation before you trade, rather than analysis only after the fact. Where it falls short: Analysis and simulation only; it cannot place an order, so acting on anything means going back to your broker.

Prospero.ai

A retail-facing app that reduces machine-learning models of market data into a small set of per-stock signal scores.

Best for: AI-generated stock signals distilled into simple indicators. Price (as of October 2026): Free app (no paid price published on its site). Where it's strong: Complex model output reduced to something a non-technical investor can read. Where it falls short: Signal scores are a prediction claim, and the app cannot see or analyse the portfolio you actually hold.

Automated strategy building

Composer

Build, backtest, and automate trading strategies with a no-code interface, then trade them. Best for systematic investors who want rules-based automation.

Best for: Rules-based, systematic investing. Price (as of October 2026): Starter $0; Advanced $10 a month; Pro $32 a month billed yearly. Where it's strong: No-code, visual strategy building with instant backtests. Where it falls short: The model is strategies and automation, not conversational guidance on the portfolio you already hold.

For builders: connect a broker to an AI agent

Alpaca

A developer-first brokerage with an official MCP server for real-time data, paper trading, and execution by AI agents. Best for people who code.

Best for: Developers building AI agents. Price (as of October 2026): Free (open source). Where it's strong: An official MCP server purpose-built for AI agents. Where it falls short: Developer-first; requires code and self-hosting.

Interactive Brokers

Broad market access with AI-integration options and community-built MCP connectors. Best for advanced and international investors.

Best for: Advanced and international investors. Price (as of October 2026): $0 commissions on US stocks and ETFs with IBKR Lite; other plans charge commissions. Where it's strong: Vast global market and asset-class access under one account. Where it falls short: Powerful but complex; AI connectors are mostly community-built.

At a glance

Prices checked on each provider's own site in October 2026; they change, so verify before you sign up. Rows follow the ranking above, then every other app we track.

AppCategoryConnects your brokerTradesPrice (as of Oct 2026)
WalnutConnected AI investing appsYes (the brokerage you already use, read-only by default)Places the trades you approve at Public and eight other brokersFree; Walnut Unlimited $9.99/mo (web); no fee on assets
MagnifiAI stock research and scoringPartialRead / discoveryFree plan; Premium $99 a year
PortfolioPilotConnected AI investing appsYesAdvice only; it cannot change your investmentsFree plan; Gold $20 a month billed yearly ($29 monthly); higher tiers to $149 a month
WealthfrontHands-off automated investingNo (holds your money)Automated0.25% of assets a year
BettermentHands-off automated investingNo (holds your money)Automated$5 a month under $24,000, or 0.25% a year from $24,000 or with a $200+ monthly deposit
SoFiHands-off automated investingNo (holds your money)AutomatedAutomated investing: 0.25% of account value a year
DanelfinAI stock research and scoringNo (research only; you buy at your own broker)NoneFree plan; Plus $29 a month ($22 billed yearly); Pro $79 a month
ComposerAutomated strategy buildingYes (trade through it)Automated (rules)Starter $0; Advanced $10 a month; Pro $32 a month billed yearly
Trade IdeasAI stock research and scoringVia supported brokersSignals + executionStandard $127 a month ($1,068 a year); Premium $254 a month ($2,136 a year)
KavoutAI stock research and scoringNo (research only; you buy at your own broker)NoneFree plan; Pro $20 a month ($16 billed yearly); Premium $49 a month
Prospero.aiAI stock research and scoringNo (research only; you buy at your own broker)NoFree app (no paid price published on its site)
AcornsHands-off automated investingNo (holds your money at Acorns)AutomatedBronze $4, Silver $8, or Gold $12 a month
TrendSpiderAI stock research and scoringVia supported brokersSignals / alertsPaid subscription plans (check TrendSpider for current pricing)
Interactive BrokersFor builders: connect a broker to an AI agentIBKR accountsRead + trade$0 commissions on US stocks and ETFs with IBKR Lite; other plans charge commissions
MezziConnected AI investing appsYesReadSubscription
OriginConnected AI investing appsYesRead / adviceSubscription
AlpacaFor builders: connect a broker to an AI agentAlpaca accountsRead + trade + paperFree (open source)
Schwab Intelligent PortfoliosHands-off automated investingNo (holds your money at Schwab)AutomatedNo advisory fee; ETF expenses and a cash allocation apply (check Schwab for the minimum)
Vanguard Digital AdvisorHands-off automated investingNo (holds your money at Vanguard)Automated0.20% gross (index); about $15 to $16 a year per $10,000 all-in for an all-index portfolio; $100 minimum
Fidelity GoHands-off automated investingNo (holds your money at Fidelity)Automated$0 advisory fee under $25,000; 0.35% a year from $25,000; invests from $10
M1 FinanceHands-off automated investingNo (holds your money at M1)Automated within your chosen weightsFree; $3/mo platform fee unless you hold $10,000+ (Oct 2026)
EmpowerHands-off automated investingYes, for tracking (aggregates held-away accounts)Only in accounts it managesFree tools; managed accounts charge a percentage (verify current)
EllevestHands-off automated investingNo (holds your money at Ellevest)AutomatedMembership pricing plus fund expenses (verify current)
WealthsimpleHands-off automated investingNo (holds your money at Wealthsimple)Automated, plus self-directed tradingTiered percentage by balance (verify current)
FacetHands-off automated investingNo (manages assets it custodies, planning covers the rest)Advisor-managedFlat annual membership by complexity (verify current)
Vanguard Personal AdvisorHands-off automated investingNo (holds your money at Vanguard)Advisor-managedLow percentage of assets, tiered (verify current)
Zoe FinancialHands-off automated investingNo (the advisor you hire manages assets)Advisor-managedFree to you; the advisor pays for the introduction (verify current)
FartherHands-off automated investingNo (advisor-managed accounts)Advisor-managedPercentage of assets (verify current)
Domain MoneyHands-off automated investingNo (you keep and implement at your own accounts)You place themFlat project fee for a plan (verify current)
RangeHands-off automated investingAggregates accounts for the advice pictureAdvisor-managed where applicableFlat annual membership by tier (verify current)
Marcus InvestHands-off automated investingNo (holds your money at Marcus)AutomatedPercentage of assets (verify current)
Merrill Guided InvestingHands-off automated investingNo (holds your money at Merrill)AutomatedPercentage of assets, higher with an advisor (verify current)
SigFigHands-off automated investingYes, it manages accounts held at supported brokersAutomatedFree under a stated balance, then a percentage (verify current)
E*Trade Core PortfoliosHands-off automated investingNo (holds your money at E*Trade)AutomatedPercentage of assets (verify current)
AlphaSenseAI stock research and scoringNo (research only)NoEnterprise pricing, quoted (verify current)
TickeronAI stock research and scoringLimited; some integrations for signal followingSignal-driven, some automationSubscription tiers (verify current)
ZiggmaAI stock research and scoringYes, for trackingNoFree tier plus a paid tier (verify current)

How we evaluated these

We grouped the field by what the AI actually does, then ranked across groups on five criteria:

  • What the AI contributes, and whether it shows its reasoning or just hands you an output.
  • Account model: whether the tool connects your existing brokerage or holds your money itself.
  • Access and control: read-only versus trade-enabled, and what gates any order.
  • Cost structure, including how a percentage-of-assets fee compounds versus a flat subscription.
  • Honesty of the marketing: we marked down tools that imply guaranteed market-beating returns, because no tool can promise that.

What we checked: each provider's own pricing and product pages, read on October 4 and October 16, 2026. Where a provider's page was blocked or showed only promotional pricing (Schwab, TrendSpider, Public's premium tier), we describe the price without a number rather than guess. Account ownership decides the top of the list: an app that works on the account you already hold ranks above one that asks you to move money, because most people asking this already invest somewhere.

Not included in the ranking, and why

  • Empower, Kubera and Monarch: net-worth trackers first, with little AI on the investing side. Empower appears in the table above.
  • Alpaca and QuantConnect: developer tools for building your own agent or algorithm, not apps.
  • ChatGPT and Claude on their own: general assistants. Claude cannot see your holdings without a connector, and ChatGPT Finances reads but cannot trade.
  • AI ETFs: funds, not apps; see the AI ETF pages for those.

Which one should you pick?

The fastest way to narrow it down is to match the tool to how you actually want to invest.

  • You want to keep your broker and act on your real holdings. Walnut connects your account, works in its own assistant or through Claude and ChatGPT, and places the trades you approve. See how to connect your brokerage to an AI assistant and how to analyze your portfolio with AI.
  • You want to never think about it. A robo-advisor (Betterment, Wealthfront, SoFi, or Acorns) builds and manages a portfolio automatically. If you like the automation but want more say, see the AI robo-advisor alternatives.
  • You want a familiar brokerage with the AI built in. Public and Robinhood both build AI into the app that holds your money, and both connect to Walnut (Public for trading, Robinhood read-only). See which brokers have an AI assistant.
  • You are a beginner who wants to learn. Walnut explains each holding as you ask, on the brokerage you already have; Magnifi suits open-ended research questions.
  • You research your own stocks and want a quantitative edge. Danelfin, Kavout, or Trade Ideas give you AI scores and signals to weigh; pair them with your own judgment and how to analyze a stock with AI.
  • You want rules-based automation. Composer lets you build and run strategies without code.
  • You want a one-off second opinion. PortfolioPilot and Mezzi connect your accounts and critique them; compare the AI portfolio analyzers.
  • You write code. Alpaca or Interactive Brokers give you programmatic, agent-ready access.

How Walnut works as an AI investing app

To be upfront, since this is our site: Walnut is an AI investing app built around one idea, that the AI should know your portfolio. It talks to the broker you already have, answers in plain English about your actual holdings, and places only the trades you approve. Here is how it works.

1. Pick how you want to talk to it

Walnut has its own AI assistant (no setup required), and you can also add Walnut as a connector in Claude or ChatGPT. The connector only reads your portfolio, and there is no API key to paste.

2. Build portfolios in conversation

Describe your thesis (“AI infrastructure”, “clean energy”, “off-price retail”). The AI researches relevant stocks, proposes target weights summing to 100, and creates the basket. You can add a recurring investment that spends cash already in your brokerage account on a schedule.

3. Connect a real broker

Walnut connects your brokerage through a regulated broker integration, so your credentials never touch Walnut. 33 brokers are supported for reading, including Robinhood, Fidelity, Schwab and Vanguard, which stay read-only. Trades you approve go through at Public, and at E*Trade, tastytrade, Webull (US and Canada), moomoo, Questrade, Wealthsimple, Trading 212 and Stake (Australia). It is read-only by default, and every order requires your approval.

Where Walnut is the wrong choice

Here is when something else fits better, and what Walnut does instead:

  • You want fully hands-off automation. Walnut asks before every trade by design, so a robo-advisor fits a set-and-forget saver better. Walnut is the pick for people who want the AI to draft the trades and keep the final say.
  • You want scores on every stock in the market. Danelfin or Kavout are built for that. Walnut does not score the whole market, but it gives each stock you already own a keep, trim or exit read against the S&P 500.
  • You want tax-loss harvesting. Wealthfront and Betterment do it automatically. Walnut has no cost basis or tax lots; it reads one-year price returns, momentum and position size, and flags any holding above a quarter of the portfolio.
  • You do not want to connect a brokerage. Walnut sits on top of your existing account, so it needs one.

Common mistakes when choosing an AI investing app

  • Treating AI output as predictions. A model saying “NVDA could go to $200” is not a forecast. Use AI for synthesis, not crystal-ball calls.
  • Picking an app that can't see your real holdings. Without brokerage connectivity, you are stuck pasting positions into chat windows.
  • Forgetting position sizing. A theme can be right and your sizing still wrong. Target weights matter as much as picks.
  • Ignoring a flat fee on a small balance. $12 a month on $1,000 is 14.4% a year before any return.
  • Skipping the disclosures. “Not investment advice” framing matters; it tells you what kind of tool you are using.

Try it in Walnut

Sign up, connect your trading account, and link Claude or ChatGPT to your real portfolio in under five minutes.

The full app-by-app comparison

For the apps scored side by side on what each one does with your holdings, read the best AI investing apps, which ranks Walnut, Magnifi, PortfolioPilot, Wealthfront and Betterment in the same order as this guide.

FAQ

What is the best AI investing app in 2026?

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Walnut is the best AI investing app in 2026 for anyone who already has a brokerage account: it is free, reads your real holdings, gives each one a keep, trim or exit read against the S&P 500, builds baskets with target weights and places the trades you approve, in its own assistant or inside Claude and ChatGPT. Magnifi is second, for conversational research, and PortfolioPilot third, for a one-off portfolio critique. Wealthfront and Betterment lead hands-off investing at 0.25% a year.

Which investing app has the lowest fees and still uses AI?

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Walnut has the lowest cost: $0 to use, no fee on assets and no commission from Walnut, with an optional Walnut Unlimited plan at $9.99 a month on the web. Prospero is a free signals app. Among robo-advisors, Fidelity Go charges $0 under $25,000 and Schwab Intelligent Portfolios charges no advisory fee; Wealthfront and Betterment charge 0.25% a year. Prices checked October 2026.

Which AI investing app offers the best features and overall value?

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For an investor who already has a broker, Walnut gives the most for the money: it is free, reads your real holdings, gives a keep, trim or exit read against the S&P 500, builds baskets with target weights and places trades you approve. For hands-off investing, Wealthfront (0.25% a year). For research, Magnifi (free, or $99 a year). For active traders, Trade Ideas or TrendSpider, which cost far more.

What is the best AI investing app for beginners?

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Walnut is the best AI investing app for beginners who want to learn on the account they already have, because the back-and-forth explains each holding and nothing trades without your approval. Betterment, Acorns and SoFi suit beginners who want investing fully automated. If you still need a brokerage account, Public and Robinhood are both commission-free and have AI built in, and both connect to Walnut (Public for trading, Robinhood read-only).

Do brokerages like Robinhood, Public, eToro, and Acorns have AI features?

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Increasingly, yes. Public has a research assistant and AI agents, Robinhood has Cortex research and AI agents inside its app, eToro pairs social and copy trading with research tools, and Acorns automates a diversified portfolio for you. Each of those tools works only on that company's own accounts. Walnut is an AI investing app that works across the brokers you already use, read-only by default.

What is the best free AI investing app?

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Walnut is the best free AI investing app: connecting brokers, AI portfolio reads, baskets and trades you approve cost $0, and Walnut Unlimited ($9.99 a month on the web) lifts the assistant's session limit. Magnifi, PortfolioPilot, Danelfin and Kavout have free plans with paid tiers above them, Composer's Starter plan is $0, and Prospero is a free app. Robo-advisors are not free: Betterment, Wealthfront and SoFi charge 0.25% of assets a year at most balances. Prices as of October 2026.

Are AI investing apps safe?

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The safer designs use read-only connections by default and never store your broker credentials, relying on a secure aggregator so your login stays at your broker. Before connecting, check whether a tool can place trades on your behalf and under what controls. Treat any AI output as research, not a guarantee.

Can an AI investing app connect to my existing brokerage?

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Some can. Robo-advisors like Betterment and Wealthfront hold your money themselves, so you move funds to them. Walnut and PortfolioPilot connect to brokerages you already have, so you keep your account; Walnut can also place the trades you approve at Public, plus eight other brokers including E*Trade, tastytrade and Webull, and stays read-only at Robinhood, Schwab, Fidelity and Vanguard.

Can I use ChatGPT or Claude to manage my investments?

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Claude on its own cannot see your holdings. ChatGPT can read US accounts you link through its Finances feature, but it cannot place trades or work toward target weights. Walnut adds a connector to Claude or ChatGPT that reads your real portfolio across brokers, with no API key to paste, and the Walnut app adds baskets with target weights, recurring investments and trades you approve.

Can AI investing apps actually beat the market?

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No tool can promise that, and you should be skeptical of any that claims to. AI can speed up research, surface patterns, and keep you disciplined, but markets are unpredictable and past performance does not carry forward. The honest case for these tools is better process and less manual work, not guaranteed returns.

What is the difference between an AI investing app and a robo-advisor?

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A robo-advisor (Betterment, Wealthfront) automatically builds and manages a diversified portfolio for you, holding your money. A broader AI investing app might instead research stocks, analyze a portfolio you keep at your own broker, automate strategies, or let you manage holdings by chatting with an AI. Robo-advisors are one category within the wider AI-investing space.

What is the best AI chat alternative to a robo-advisor?

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Walnut, an AI investing app that works on the brokerage you already own: you chat with its assistant (or inside Claude or ChatGPT) about your real holdings, build baskets with target weights, and approve each trade, instead of handing your money to an automated model. PortfolioPilot returns an AI critique of an existing portfolio, Magnifi covers conversational fund research, and Origin pairs AI planning with investing.

Can an AI investing app actually pick stocks?

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An AI investing app can research stocks, summarize earnings, compare peers, and build a focused portfolio much faster than reading filings yourself. What it should not do is replace your judgment. Treat the output as research input, look at the numbers, and decide for yourself whether the thesis still holds.

Which AI investing app keeps me in control of my own trades?

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Walnut. It is read-only by default and places an order only after you approve it, at the broker you already use. Robo-advisors, by contrast, trade automatically on your behalf, which is the point of them.

Is Walnut the same as other apps called Walnut?

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No. Walnut, the AI investing app at walnutinvest.com, is not affiliated with Walnut Money, the Walnut: AI Networking Agent app, or any finance-team planning software that uses the name. Its official listings link from walnutinvest.com.

Walnut is an AI investing app, not a registered investment adviser. App features, pricing, and availability change; verify current details on each provider's site before deciding. Nothing on this page is a recommendation to buy, sell, or hold any security or to use any particular product.

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