Python vs Ruby

Head-to-head usage across the sites we track.

Top sites by authority

Python · Ruby · how many of each technology's sites sit in the web's highest authority tiers

Open Page Rank scores 0 to 10 from the open web link graph; 9+ covers only a few hundred domains worldwide.

By country

Python · Ruby · share of sites in each country using one or the other

United States 21,694

81,172

India 20,212

31,163

United Kingdom 9,805

31,238

Germany 12,883

24,578

Canada 7,577

27,720

France 10,240

24,019

Indonesia 14,580

18,224

Brazil 10,888

19,689

Audience countries from the Chrome UX Report, top markets of either technology.

Real user performance

Median site's p75 values from the Chrome UX Report, Aug 2026. Lower is better; green meets Google's "good" threshold. This describes the sites that use each technology, not the technology's own overhead.

Sites that switched

Domains that dropped one technology and adopted the other within about a year, data nobody else gives away free.

All Python sites · All Ruby sites