Domain Money vs Kavout: Which Is Better in 2026?

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.

Flat-fee financial plans built by CFP professionals, delivered as a one-off project and paid as a flat fee.

How it works: You pay a fixed price for a plan built with a CFP professional across a defined set of sessions, covering cash flow, goals, tax awareness and investment strategy. You then implement it at your own accounts. There is no assets-under-management fee because nothing is under management.

In practice, Domain Money’s AI none; human planning. It is a robo-advisor (hands-off automated investing), best suited to a one-time flat-fee financial plan you implement yourself. On connecting an account: no (you keep and implement at your own accounts). On execution: you place them. Cost: $3,900 to $9,000 in year one, then $2,900 to $8,000/yr (Oct 2026).

One real limitation: You implement the plan yourself, and there is no ongoing management, which is the point and is not what everyone wants.

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

How it works: Kavout applies machine learning across fundamentals, technicals, and alternative data to generate the Kai Score, a numerical equity rating, alongside other quant factor signals. You use the ratings and signals as research inputs to build or screen a watchlist, then trade at your own broker.

In practice, Kavout’s AI AI Kai Score ratings. It is an AI stock research and scoring tool, best suited to data-oriented quant signals. On connecting an account: no (research only; you buy at your own broker). On execution: none. Cost: subscription.

One real limitation: Steeper learning curve, less beginner-friendly.

Category comes first. Domain Money focuses on a one-time flat-fee financial plan you implement yourself (none; human planning), and Kavout on data-oriented quant signals (AI Kai Score ratings). On broker connection they differ too: Domain Money is “No (you keep and implement at your own accounts)” versus Kavout at “No (research only; you buy at your own broker)”. 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. Below is the give-and-take on each, so you can weigh the specific strengths against the limitations that come with them, beyond the headline category.

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.

• Domain Money: does not see your holdings. Domain Money works from market data and the tickers you research, not your live positions. You read its output, then act in whichever broker you keep your money at.
• Kavout: does not see your holdings. Kavout works from market data and the tickers you research, not your live positions. You read its output, then act in whichever broker you keep your money at.

On this specific question the two land on the same side, so the deciding factors between them are elsewhere: category, cost, and who each is built for. 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.

Each one wins a different job, so the answer depends on which job you need done.

• Choose Domain Money if you want a one-time flat-fee financial plan you implement yourself. Its AI none; human planning, and it costs $3,900 to $9,000 in year one, then $2,900 to $8,000/yr (Oct 2026). It is built for someone who wants expert planning at a known price and is willing to place the trades and open the accounts themselves. Keep in mind: you implement the plan yourself, and there is no ongoing management, which is the point and is not what everyone wants.
• Choose Kavout if you want data-oriented quant signals. Its AI AI Kai Score ratings, and it costs subscription. It is built for data-oriented investors who are comfortable interpreting quant signals themselves. Keep in mind: steeper learning curve, less beginner-friendly.
• Choose Walnut if you want a keep, trim or exit read on the stocks you already own, and placing the trades you approve. It is an AI investing app that connects the broker you already use, and it costs free; Walnut Plus $9.99/mo on the web; no fee on assets.

Because they sit in different categories, this is not strictly either-or: some investors use one for a one-time flat-fee financial plan you implement yourself and the other for data-oriented quant signals, and watch for overlapping costs.

Cost is easy to misread when two tools charge in different shapes, so compare the model, not just the number. Domain Money: $3,900 to $9,000 in year one, then $2,900 to $8,000/yr (Oct 2026). Kavout: subscription. 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.

Walnut is an AI investing app, and it is the pick for a keep, trim or exit read on the stocks you already own, and placing the trades you approve (free; Walnut Plus $9.99/mo on the web; no fee on assets). It connects the brokerage you already use, read-only by default, gives each holding a keep, trim or exit read against the S&P 500, flags any position above a quarter of the portfolio, and places the trades you approve. You use it through its own assistant, or inside Claude or ChatGPT. See Walnut vs Domain Money and Walnut vs Kavout.