حول Shortlist20

يضع Shortlist20 أفضل 20 شركة ومنتجًا وخدمة وفريقًا ومقدّم خدمات مهنية جنبًا إلى جنب، مع الأرقام التي تفسر كل مرتبة ومصدرها. ابدأ بالعالم ثم انتقل إلى بلدك ومنطقتك.

Where the numbers come from

Every shortlist is built from public data sources that are checked before they are used: open data (Wikidata, the World Bank), public catalogues and APIs (GitHub, Hugging Face, model price lists) and specialist rating sites. Each page names its sources and says how the ranking is measured. News sites and other people's top lists are never used.

A collector on our server downloads the sources again and again, all day, so the lists move when the data moves. Movements (▲▼) compare with the previous version of the same list.

Not a leaderboard site

Shortlists are for choosing: who is in the top 20, why, and how they compare side by side. A few lists are races to watch, marked as leaderboards.

Corrections

If a number looks wrong, it is usually wrong in the source too. Each row links to where it came from, so it can be fixed there, and the next update picks it up.

Shortlist20 is made by Biz59 LLC, New York, NY.