Walnut vs Interactive Brokers: Which Is Better in 2026?

Last updated October 2026

Short answer

Walnut is an AI investing app; Interactive Brokers is a brokerage API for people building their own AI agent. Best for a keep, trim or exit read on the stocks you already own, and placing the trades you approve: Walnut (free; Walnut Unlimited $9.99/mo on the web; no fee on assets). Best for advanced and international investors: Interactive Brokers (brokerage fees). Interactive Brokers is built for developers who write code, whereas Walnut is a no-code app that sits on top of your broker.

Both Walnut and Interactive Brokers get grouped under “AI investing tools,” which is why people compare them. Below is what each one does, whether it reads the brokerage you already use, how each is priced, and who each fits, checked in October 2026. Walnut publishes this page, so the strengths of the other product come first in each section where it leads.

Walnut vs Interactive Brokers at a glance

 WalnutInteractive Brokers
CategoryConnected AI investing appsFor builders: connect a broker to an AI agent
What the AI doesReads your real holdings, rates each one against the S&P 500, builds baskets and drafts tradesAI-integration options (community MCP)
Connects your brokerYes (the brokerage you already use, read-only by default)IBKR accounts
Read vs tradePlaces the trades you approve at Public and eight other brokersRead + trade
CostFree; Walnut Unlimited $9.99/mo on the web; no fee on assetsBrokerage fees
Best forA keep, trim or exit read on the stocks you already own, and placing the trades you approveAdvanced and international investors
One limitationIt 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.Powerful but complex; AI connectors are mostly community-built.

Prices checked October 2026. A price marked (Oct 2026) was read on the vendor's own pricing page; others are described without a number because we could not verify one.

What is 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.

How it works: You connect the brokerage you already use, read-only by default, so your login stays with your broker and your money never moves. Walnut gives each holding a keep, trim or exit read from its one-year price return against the S&P 500, its momentum and its size, and flags any position above a quarter of the portfolio. You ask follow-up questions in Walnut's own assistant, or inside Claude or ChatGPT through its connector, which only reads. You can turn a thesis into a basket with target weights, and when you decide to act Walnut drafts the trades and places the ones you approve at Public plus eight other brokers including E*Trade, tastytrade and Webull.

In practice, Walnut’s AI reads your real holdings, rates each one against the S&P 500, builds baskets and drafts trades. It is an AI investing app that connects the brokerage you already use, best suited to a keep, trim or exit read on the stocks you already own, and placing the trades you approve. On connecting an account: yes (the brokerage you already use, read-only by default). On execution: places the trades you approve at Public and eight other brokers. Cost: free; Walnut Unlimited $9.99/mo on the web; no fee on assets.

One honest limitation: 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.

What is Interactive Brokers?

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

How it works: Interactive Brokers gives you broad global market access through professional platforms (like Trader Workstation) and a deep API. AI integration is possible by wiring tools to that API or using community-built MCP connectors, but there is no polished, official consumer AI assistant, so the AI layer is something you or a developer assemble.

In practice, Interactive Brokers’s AI AI-integration options (community MCP). It is a brokerage API for people building their own AI agent, best suited to advanced and international investors. On connecting an account: IBKR accounts. On execution: read + trade. Cost: brokerage fees.

One honest limitation: Powerful but complex; AI connectors are mostly community-built.

Walnut vs Interactive Brokers: how they actually differ

The honest framing: Interactive Brokers is about developer-level, programmatic control for building your own AI agent, while Walnut is about a no-code experience across most US brokers. Interactive Brokers is built for developers who write code, whereas Walnut is a no-code app that sits on top of your broker.

Walnut vs Interactive Brokers: strengths and trade-offs

Every tool gives something up for what it does well. Here is the honest give-and-take on each, so you can weigh the specific strengths against the limitations that come with them rather than judging on the headline category alone.

Walnut

Where it is strong

  • Your money stays at the broker you already use; nothing has to move
  • A keep, trim or exit read on every holding against the S&P 500, with any position over a quarter of the portfolio flagged
  • Its own AI assistant, plus a read-only connector for Claude and ChatGPT with no API key to paste
  • Places the trades you approve, and runs recurring buys into a basket from cash already at your broker

What to watch out for

  • No cost basis or tax lots, so it shows one-year price returns rather than profit and loss, and it does not harvest tax losses
  • Read-only at Robinhood, Schwab, Fidelity and Vanguard; trades go through at Public, and at E*Trade, tastytrade, Webull, moomoo, Questrade, Wealthsimple, Trading 212 and Stake

Interactive Brokers

Where it is strong

  • Vast global market and asset-class access under one account
  • Low margin rates and professional-grade trading tools
  • A deep, well-documented API for programmatic access

What to watch out for

  • Powerful but genuinely complex and intimidating for beginners
  • AI connectors are mostly community-built and unofficial, not a supported product

The key divider: does it read your real holdings?

For AI investing tools, the distinction that matters most is whether the tool works from your actual, connected positions or reasons from something else: a separate account it manages for you, or the tickers and numbers you feed it. It decides how personal the answers can be, and where your money physically lives.

  • Walnut: reads your real connected holdings. Walnut connects your real brokerage (Yes (the brokerage you already use, read-only by default)) and works from your actual positions, so its answers reflect what you genuinely own rather than a generic model.
  • Interactive Brokers: connects specific supported accounts. Interactive Brokers connects a defined set of accounts (IBKR accounts), so whether it can see your holdings depends on whether your money is at one of them.

This is where they diverge most. One works from your real, connected account while the other does not, so if you want an assistant grounded in the exact positions you already hold, that gap is the thing to weigh first. This holdings-aware angle is the one Walnut is built around: it connects the brokerage you already use and reasons from your live positions, read-only by default, with any trades left for you to approve.

Walnut vs Interactive Brokers: which should you choose?

Each one wins a different job, so the answer is committed per job rather than overall.

  • Choose Walnut if you want a keep, trim or exit read on the stocks you already own, and placing the trades you approve. Its AI reads your real holdings, rates each one against the S&P 500, builds baskets and drafts trades, and it costs free; Walnut Unlimited $9.99/mo on the web; no fee on assets. It is built for investors who already own stocks at a broker and want an AI investing app to tell them which to keep, trim or exit, without moving their money. Keep in mind: 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.
  • Choose Interactive Brokers if you want advanced and international investors. Its AI AI-integration options (community MCP), and it costs brokerage fees. It is built for advanced or international investors who want breadth and are comfortable with complex tools. Keep in mind: powerful but complex; AI connectors are mostly community-built.

Because they sit in different categories, this is not strictly either-or: some investors use one for a keep, trim or exit read on the stocks you already own, and placing the trades you approve and the other for advanced and international investors, and watch for overlapping costs.

Walnut vs Interactive Brokers: pricing and cost model

Cost is easy to misread when two tools charge in different shapes, so compare the model, not just the number. Walnut: free; Walnut Unlimited $9.99/mo on the web; no fee on assets. Interactive Brokers: brokerage fees. A percentage-of-assets fee scales with your balance, a flat subscription does not, and a “free” tier usually earns elsewhere (on cash, order flow, or premium upgrades), so the cheapest headline is not always the cheapest outcome for your situation.

Prices checked October 2026. Pricing and tiers change, so confirm the current numbers on each provider’s own site before you decide.

Try Walnut on top of your broker

Free. Connect the broker you already use, and ask anything about what you own.

FAQ

Is Walnut or Interactive Brokers better?

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Walnut is better for a keep, trim or exit read on the stocks you already own, and placing the trades you approve (free; Walnut Unlimited $9.99/mo on the web; no fee on assets). Interactive Brokers is better for advanced and international investors (brokerage fees). Walnut is an AI investing app that connects the brokerage you already use and Interactive Brokers is a brokerage API for people building their own AI agent, so the right pick is the one whose job you want done.

What is the difference between Walnut and Interactive Brokers?

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Walnut is an AI investing app that connects the brokerage you already use: it reads your real holdings, rates each one against the S&P 500, builds baskets and drafts trades. Interactive Brokers is a brokerage API for people building their own AI agent: it AI-integration options (community MCP). Walnut suits a keep, trim or exit read on the stocks you already own, and placing the trades you approve; Interactive Brokers suits advanced and international investors.

Is Walnut or Interactive Brokers better for beginners?

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Walnut is the more beginner-friendly of the two (a keep, trim or exit read on the stocks you already own, and placing the trades you approve). The other is better once you know what you want from it. Neither replaces understanding what you own.

Does Walnut connect to my brokerage?

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Walnut: yes (the brokerage you already use, read-only by default) (reads your real connected holdings). Interactive Brokers: IBKR accounts (connects specific supported accounts). If keeping your current broker matters, that distinction is often the deciding factor.

Does Walnut see my real holdings?

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Walnut connects your real brokerage (Yes (the brokerage you already use, read-only by default)) and works from your actual positions, so its answers reflect what you genuinely own rather than a generic model. By contrast, Interactive Brokers connects specific supported accounts: Interactive Brokers connects a defined set of accounts (IBKR accounts), so whether it can see your holdings depends on whether your money is at one of them.

Walnut vs Interactive Brokers: which is cheaper?

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Walnut: free; Walnut Unlimited $9.99/mo on the web; no fee on assets. Interactive Brokers: brokerage fees. A percentage of assets grows with your balance and a flat subscription does not, so compare in dollars at your balance. Prices marked (Oct 2026) were checked on the vendor's own site in October 2026.

Can I use Walnut and Interactive Brokers together?

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Often yes, because they do different things: one for a keep, trim or exit read on the stocks you already own, and placing the trades you approve and the other for advanced and international investors. Watch for overlapping subscription costs, and remember that trades settle in whatever account actually holds your money.

Who is Walnut best for, and who is Interactive Brokers best for?

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Walnut best fits investors who already own stocks at a broker and want an AI investing app to tell them which to keep, trim or exit, without moving their money. Interactive Brokers best fits advanced or international investors who want breadth and are comfortable with complex tools. If you see yourself in one description more than the other, that is usually the clearer signal than any single feature or price.

What are the main trade-offs between Walnut and Interactive Brokers?

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With Walnut, watch for this: no cost basis or tax lots, so it shows one-year price returns rather than profit and loss, and it does not harvest tax losses. With Interactive Brokers: powerful but genuinely complex and intimidating for beginners. Pick the trade-off you can live with given the job you want done.

Related comparisons

Walnut is informational, not investment advice. Competitor features and pricing are point-in-time and change; verify the current details on each provider's site before deciding. Nothing here is a recommendation to use any particular product or security.