About

Independent investing education
for European investors

QuantRoutine is an independent site for European and non-US investors who want to build simple, low-cost portfolios — without the noise, the US-centric assumptions, or the stock-picking hype.


Four principles that drive everything

Every page, guide, and analysis on QuantRoutine is built around the same core commitments.

01
Evidence over hype

Long-term data and simple logic over stories, predictions, and “hot picks.” If the math doesn’t support it, it doesn’t go on the site.

02
Beginner-first clarity

Every guide is written for someone starting from zero, not for finance professionals. If a concept needs jargon, the jargon gets defined first.

03
Total-cost transparency

Repeated focus on fees, spreads, FX costs, tax drag, and fund domicile — not just headline returns. The costs you don’t see are often the ones that matter most.

04
Non-US perspective by default

Most investing content assumes a US audience with a 401(k) and access to Vanguard US funds. QuantRoutine does not. UCITS, PRIIPs, withholding tax, and Irish domicile are the defaults here.


Four sections — one question each

The site is organised around the four questions most European investors are actually trying to answer.

What do I actually need to know?

Beginner guides covering ETFs, index funds, broker setup, fees, taxes, portfolio construction, UCITS wrappers, withholding tax, and W-8BEN — in plain language.

Browse Learn →

What does the data actually show?

Original analyses: fee compounding over decades, DCA vs lump-sum backtests, UCITS vs US ETF total-drag modelling, drawdown histories — each with interactive Chart.js visualisations.

Browse Studies →

Which broker actually works for me?

In-depth reviews and comparisons for brokers that accept European and non-US investors — evaluated on fees, FX pricing, product access, account protection, and tax reporting quality.

Browse Brokers →

What does my specific situation look like?

Calculators for compound growth, DCA schedules, fee drag, UCITS vs US ETF total cost, accumulating vs distributing tax impact, and portfolio rebalancing.

Open Tools →

Who it is for

  • European and non-US investors navigating UCITS ETFs, withholding tax, and cross-border broker rules.
  • Beginners who want to understand what they are buying before clicking “open account.”
  • People who prefer boring, long-term portfolios over trading and stock-picking.
  • Anyone tired of investing content that assumes you live in the US and have a 401(k).

What it does not do

  • × No day-trading strategies or “get rich quick” content.
  • × No individual stock tips, target prices, or guaranteed returns.
  • × No personalised financial, tax, or legal advice.
  • × Broker mentions are evaluated on features and cost — recommendations are general in nature and may not suit your personal situation.

How QuantRoutine may make money

Some links to brokers or tools are affiliate links. If you open an account or make a purchase through those links, QuantRoutine may receive a small commission at no extra cost to you.

  • Affiliate links are routed through clearly labelled redirect URLs (for example, /go/...).
  • The goal is to keep recommendations independent of individual offers and short-term promotions.
  • Read the dedicated Affiliate Disclosure for full details.

Get in touch

If you have questions about the content, spot an error, or represent a broker or tool and want to discuss a review, you can reach QuantRoutine directly.

francesco@quantroutine.com

New to QuantRoutine?

The Learn section is the best entry point — a short sequence of beginner guides covering account setup, ETF selection, fees, and simple portfolios. Already know what you want to buy? Jump to the broker comparisons.


Frequently asked questions

Who is QuantRoutine for?

European and non-US retail investors who want clear, evidence-based guidance on ETFs, brokers, fees, and taxes — without the US-centric assumptions that dominate most investing content.

Does QuantRoutine provide personalised financial advice?

No. QuantRoutine provides educational content only. Nothing on the site is personalised investment, tax, or legal advice. You are responsible for your own financial decisions.

How does QuantRoutine make money?

Some links to brokers and tools are affiliate links. If you open an account through those links, QuantRoutine may receive a small commission at no extra cost to you. This does not affect reviews or recommendations — affiliate relationships are disclosed clearly wherever they exist.

Where should I start on QuantRoutine?

The Learn section is the best entry point — a short sequence of beginner guides covering account setup, ETF selection, fees, and simple portfolios. If you already know what you want to buy, jump to the broker comparisons.

QuantRoutine provides educational content only. Nothing on this page or on QuantRoutine is an offer, solicitation, or recommendation to buy or sell any security, to open an account with any broker, or to follow a particular strategy. Investments can lose value, and past performance does not guarantee future results. You are responsible for your own investment, tax, and legal decisions.

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