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 24,352

87,464

India 22,541

33,709

United Kingdom 10,983

34,151

Germany 14,576

26,982

France 12,205

27,409

Canada 8,657

30,443

Indonesia 17,283

18,177

Brazil 11,966

21,162

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, Jun 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