Why we built this
Nordic listed companies publish detailed quarterly reports, but they come as long PDFs, and visual, English-language coverage of their results is hard to find. The services that track them closely are mostly in Finnish or Swedish, or behind a paywall.
Finpendium turns those reports into charts anyone can read in a minute: where the revenue went, what drove the change in operating profit, how margins have developed. Every figure is also in a table with a link to the report it came from. We currently cover 26 companies listed in Helsinki, Stockholm, Copenhagen and Oslo, and are adding more.
What you get
Results as charts
Revenue flows, profit bridges, segments, margins and earnings per share, quarter by quarter, for 26 companies.
Every figure sourced
Each chart has a table with the same figures and a link to the company’s own report, so you can check any number yourself.
Free to embed
Every chart comes with embed code and is licensed CC BY 4.0: use it in your article or newsletter with a credit link.
Calculators and terms
156 calculators run in your browser, and several can be filled with a company’s latest figures. The glossary explains the terms used in the reports.
How the figures are made
The tables are read from each report PDF by our own software. Most reports are read directly from the PDF’s text. When a table cannot be read that way, an AI model (Anthropic’s Claude) reads it instead. The model only copies the tables as printed; it does not estimate or fill in figures.
Whichever way a report was read, the same checks follow: the company’s line names are mapped to a common structure, income statement lines must add up, segments must add up to revenue, and figures must match the company’s earlier reports. A person then reviews the figures, the check results and the charts before anything is published. The full process is described in our methodology.
Calculator formulas are implemented as code and covered by automated tests, including edge cases such as division by zero.
Who’s behind Finpendium
Tomi Nevalainen, CODE Lunatics
Finpendium is built by Tomi Nevalainen, a private investor with over 10 years of experience in equity markets. Questions, corrections and feedback are welcome through the contact page.
Finpendium is for information only, not investment advice. The charts, figures and calculators on this site describe what companies have reported; they are not recommendations to buy, sell or hold any security. We do not show share prices or target prices. Always confirm figures in the original report and consult a qualified financial professional before making investment decisions.