SigFig vs Trade Ideas: Which Is Better in 2026?

Figures and features are point-in-time and change; treat the table as a starting map, not a live quote.

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

How it works: Rather than opening a new account, you link an existing brokerage account at a supported custodian and SigFig manages it in place, rebalancing and running tax-efficient strategies. Below a stated balance the management is free. This structure is unusual: nearly every competitor requires custody of your assets.

In practice, SigFig’s AI automates a portfolio in accounts you already hold. It falls under hands-off automated investing (robo-advisors), which makes it best suited to automation that manages your existing schwab or fidelity account. On connecting an account it is “Yes, it manages accounts held at supported brokers”, and on execution it is “Automated”. It is priced as free under a stated balance, then a percentage (verify current).

One honest limitation: Supported custodians are limited, so it only works if your account is already at one of them.

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

How it works: Trade Ideas runs an AI engine nicknamed Holly that simulates many strategies overnight and surfaces a fresh set of intraday trade ideas each morning, each with suggested entry, exit, and risk parameters. Real-time scanners flag setups as they form during the session, and some users wire the signals into supported brokers to act quickly.

In practice, Trade Ideas’s AI ai trade signals (holly). It falls under ai stock research and scoring, which makes it best suited to active, short-term trading. On connecting an account it is “Via supported brokers”, and on execution it is “Signals + execution”. It is priced as subscription (premium).

One honest limitation: Priced and built for active traders, not long-term portfolio management.

The core difference is category. SigFig focuses on automation that manages your existing schwab or fidelity account (automates a portfolio in accounts you already hold), and Trade Ideas on active, short-term trading (ai trade signals (holly)). On broker connection they differ too: SigFig is “Yes, it manages accounts held at supported brokers” versus Trade Ideas at “Via supported brokers”. That shapes everything downstream: how personal the answers are, where trades settle, and how much control you keep over individual positions.

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.

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.

• SigFig: manages a separate account it holds. SigFig does not read the brokerage you already use. It opens and holds a new account, then invests the money you move into it, so its view is limited to what sits inside SigFig.
• Trade Ideas: connects specific supported accounts. Trade Ideas connects a defined set of accounts (Via supported brokers), 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.

There is no universal winner here; the right pick depends on the job you are hiring the tool for. Match the category to your intent rather than chasing a single “best.”

• Choose SigFig if you want automation that manages your existing schwab or fidelity account. Its AI automates a portfolio in accounts you already hold, it is priced as free under a stated balance, then a percentage (verify current), and it fits hands-off automated investing (robo-advisors). It is built for someone with an existing account at a supported broker who wants it managed without moving anything. Keep in mind that supported custodians are limited, so it only works if your account is already at one of them.
• Choose Trade Ideas if you want active, short-term trading. Its AI ai trade signals (holly), it is priced as subscription (premium), and it fits ai stock research and scoring. It is built for active short-term traders who want AI-generated intraday setups with entry and exit levels. Keep in mind that priced and built for active traders, not long-term portfolio management.

Because they sit in different categories, this is not strictly either-or: some investors use one for automation that manages your existing schwab or fidelity account and the other for active, short-term trading, and just watch for overlapping costs.

Cost is easy to misread when two tools charge in different shapes, so compare the model, not just the number. SigFig is priced as free under a stated balance, then a percentage (verify current), while Trade Ideas is priced as subscription (premium). 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.

Pricing and tiers change often. Confirm the current numbers on each provider’s own site before you decide; the framing above is point-in-time.

If neither quite fits, Walnut sits in a third category: chat-driven management of your own brokerage. It connects the brokerage you already use through SnapTrade, lets you analyze and manage it by talking through Claude or ChatGPT, build thematic portfolios around a thesis, and place trades you approve. Read-only by default. See Walnut vs SigFig and Walnut vs Trade Ideas. Walnut is not an investment adviser.