Most family office software comparisons are scored tables where every product is measured on every dimension, which produces a ranking and hides the only thing that matters: these products are solving different problems.
A family that picks the wrong category loses eighteen months and a seven-figure implementation before anyone says so out loud. So this is a positioning read rather than a scorecard.
The five names, and what each one actually is
Addepar is the analytics-first investment reporting platform. Its centre of gravity is institutional-grade portfolio analytics: attribution, factor modelling, risk decomposition, and waterfall calculations on alternatives. Choose it when the family's hardest question is how is this portfolio actually performing and why, and when someone in the office is sophisticated enough to use that depth.
Masttro is a privacy-first family office operating platform. Its centre of gravity is the whole estate rather than the portfolio alone: entities, custodians, documents, alternatives, succession context and secure communication in one controlled environment. Choose it when the family's hardest question is what do we own, across everything, and who is allowed to see it.
Eton Solutions is the full-stack option. It is closer to an ERP for a family office, with accounting and entity management built in rather than integrated. Choose it when the office runs real accounting internally across many entities and wants one system of record instead of a reporting layer plus a general ledger plus a document store.
Asora targets the entry point: small single-family offices early in digitisation, with straightforward portfolios and limited operational requirements. Choose it when the honest description of the current state is "spreadsheets", and the goal for this year is basic aggregation and reporting rather than an operating platform.
Canoe is the one that gets miscategorised. It is not a reporting platform and does not compete with the others. It automates the ingestion and data extraction of alternative-investment documents — capital account statements, capital calls, distribution notices — which arrive as PDFs and cannot be handled by hand once the private-markets book passes a certain size. Families with meaningful alternatives exposure frequently run Canoe and a reporting platform, with the first feeding the second.
The tiering, roughly
Reported ranges put the enterprise tier — Addepar, Eton and peers — at around $50,000 to $250,000 or more per year, generally aimed at families above the $25M to $50M mark. Mid-market platforms including Masttro and Asora sit materially below that and target roughly the $5M to $25M band.
Treat those numbers as indicative rather than quotes. Pricing in this category depends on entity count, custodian feed count and private-markets complexity far more than on AUM, and almost every vendor prices per situation. A $200M family with one entity and three custodians is a cheaper implementation than an $80M family with eleven entities across two jurisdictions.
The question that actually decides it
Not "which platform is best". This one:
How much of your complexity is portfolio complexity, and how much is entity complexity?
Portfolio complexity — many managers, many asset classes, a real need to understand attribution — points toward the analytics-first end. Entity complexity — trusts, holding companies, an operating business, multiple jurisdictions, a document problem, a governance problem — points toward the whole-estate and ERP end.
Families routinely diagnose themselves as having portfolio complexity because that is the more flattering problem. Then they buy an analytics platform and discover their actual difficulty was that nobody had modelled who owns what.
Why implementations stall at sixty percent
I have never seen one of these projects fail because the software could not do the job. They stall on data.
The easy custodian feeds connect in weeks. Then the work reaches the private-markets positions, the offshore entity, the operating business's ledger, and the historical valuations that were never recorded consistently. Each of those needs a decision that only the family can make, and if nobody internally owns those decisions the project sits at sixty percent indefinitely while the vendor waits.
This is the single strongest argument for having a technical owner before you start the selection, not after. The platform decision is a week of work. The data model behind it is the project. That is a core part of what a family office CTO does.
A reasonable default
If you are early, and the current state is spreadsheets, resist the enterprise tier for one more year. Get the data model right, get one consolidated view working with whatever you already have, and find out where the genuine friction is. You will select far better with that knowledge, and you may find the friction was three custodian feeds rather than a missing platform.
If you are already past that — multiple entities, real alternatives exposure, a reporting cycle measured in weeks — the platform is probably justified, and the sequencing question is whether alternatives ingestion needs solving first. Frequently it does, because it is the input everything else waits on.
In India the constraint is often different again: the platform is capable but the custodian and PMS feeds are the bottleneck, which is its own conversation.
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