Data & sources
Every number in the almanac has a source you can open. This page lists where the data comes from, how the guides are written and how the cover paintings are made.

Where the almanac comes from
Six kinds of source
Plate I
Mapped terrain
OpenSkiData / OpenSkiMap.org, built on OpenStreetMap
Ski areas, classified runs, lifts and the mapped base and peak altitudes. OpenSkiData also credits Skimap.org, Who’s On First and Mapterhorn.
Licence: © OpenStreetMap contributors, ODbL 1.0
Plate II
Family facts
Hand research, one dated note per field
Children’s clubs, free child passes, English-speaking ski schools, ski-in / ski-out, daycare and non-skier activities. Each value names the page it came from and the day it was checked.
Licence: Original factual curation, contributed to the almanac database
Plate III
Holiday fit and price tier
Editorial assessment
Fit for Christmas, February half-term and Easter is checked against the published season. The price tier is a broad planning estimate, never a quote.
Licence: Original editorial assessment
Plate IV
Guide prose
Drafted with an AI model, checked by hand
The overview, family fit and research paragraphs follow strict rules: no fact without a field behind it. The owner checks a random sample of every batch before it goes live.
Licence: Ski Almanac
Plate V
Cover paintings
Generated in one fixed house style
Each guide opens with a painting of its resort, made with an image model from a fixed style description. A painting is an impression of the place and is not geographically exact.
Licence: Ski Almanac
Plate VI
Photographs
Open-licence photos, credited
Photographs of the real place appear inside the guides, each with its photographer and licence.
Licence: As credited on each photo
How to read the figures
Geographic and terrain figures describe the whole mapped ski area. Classified downhill length excludes unclassified and freeride runs; it is not an official advertised piste total. Family services are village-specific when stated and may be restricted by age, season, hotel stay or advance booking. Confirm all conditions directly before booking.
Pricing tiers and holiday suitability are original editorial planning judgements. No live snow, price or availability service is used.
Open map data
Terrain from OpenStreetMap
Run lengths, lift counts, altitudes and difficulty shares are derived from OpenSkiData and OpenSkiMap.org, © OpenStreetMap contributors, under the Open Database Licence (ODbL 1.0).
Family facts, prices, holiday judgements and source notes are our own research. Each guide shows its source notes field by field.
Photo credits
- Arc 1800 les Villards, 2017 · Photo: DimiTalen, via Wikimedia Commons, CC0, source
- Morning from a residence balcony, Arc 1800 · Photo: DimiTalen, via Wikimedia Commons, CC0, source
- Kohlmais gondola above Saalbach, next door in the same ski area · Photo: F30, via Wikimedia Commons, CC BY-SA 2.5, source
Licences and terms
Data from OpenSkiData / OpenSkiMap.org, © OpenStreetMap contributors (ODbL), Skimap.org, Who’s On First, © Mapterhorn.