Toulon, France is home to an estimated 370 developers working with AI coding tools — an early-stage scene that ranks #864 of the 1,679 cities we track worldwide, with an AI-adoption index of 49/100. Here's how Toulon fits into the global picture.
370developers (est.)
#864of 1,679 cities
49/100AI-adoption index
Nearest AI hubs
The tracked cities closest to Toulon:
| City | Country | Developers | Distance |
|---|---|---|---|
| Marseille | France | 3,798 | 49 km |
| Aix-en-Provence | France | 1,218 | 59 km |
| Nice | France | 1,360 | 125 km |
| Montpellier | France | 4,301 | 174 km |
| Grenoble | France | 3,695 | 230 km |
France's AI scene
Toulon is one of 18 cities we track in France, which ranks #8 of 197 countries by tracked developers (~136,680 in total). See the full France picture → Or check which AI does France prefer? →
How this is measured
Figures blend public GitHub developer density with Google Trends interest in AI coding tools, refreshed daily. It's an aggregated public-data estimate, not a headcount — read the full method.
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