Facet vs Kavout: 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.

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

How it works: You pay an annual membership and are assigned a CFP professional who covers planning across tax, insurance, estate coordination and retirement, with investment management available inside it. Because the fee is flat and set by complexity rather than balance, it does not rise as your portfolio grows, which is the entire pitch against the percentage model.

In practice, Facet’s AI none; this is human planning. It falls under hands-off automated investing (robo-advisors), which makes it best suited to flat-fee financial planning with a dedicated cfp. On connecting an account it is “No (manages assets it custodies, planning covers the rest)”, and on execution it is “Advisor-managed”. It is priced as flat annual membership by complexity (verify current).

One honest limitation: 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.

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 falls under ai stock research and scoring, which makes it best suited to data-oriented quant signals. On connecting an account it is “No”, and on execution it is “None”. It is priced as subscription.

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

The core difference is category. Facet focuses on flat-fee financial planning with a dedicated cfp (none; this is human planning), and Kavout on data-oriented quant signals (ai kai score ratings). On broker connection they differ too: Facet is “No (manages assets it custodies, planning covers the rest)” versus Kavout at “No”. 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.

• Facet: manages a separate account it holds. Facet 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 Facet.
• 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.

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 Facet if you want flat-fee financial planning with a dedicated cfp. Its AI none; this is human planning, it is priced as flat annual membership by complexity (verify current), and it fits hands-off automated investing (robo-advisors). It is built for someone with a few hundred thousand or more, or real complexity, who wants planning rather than portfolio management and objects to paying a percentage. Keep in mind that 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.
• Choose Kavout if you want data-oriented quant signals. Its AI ai kai score ratings, it is priced as subscription, and it fits ai stock research and scoring. It is built for data-oriented investors who are comfortable interpreting quant signals themselves. Keep in mind that steeper learning curve, less beginner-friendly.

Because they sit in different categories, this is not strictly either-or: some investors use one for flat-fee financial planning with a dedicated cfp and the other for data-oriented quant signals, 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. Facet is priced as flat annual membership by complexity (verify current), while Kavout is priced as 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.

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 Facet and Walnut vs Kavout. Walnut is not an investment adviser.