Mbarara, Uganda is home to an estimated 306 developers working with AI coding tools — an early-stage scene that ranks #917 of the 1,679 cities we track worldwide, with an AI-adoption index of 49/100. Here's how Mbarara fits into the global picture.
306developers (est.)
#917of 1,679 cities
49/100AI-adoption index
Nearest AI hubs
The tracked cities closest to Mbarara:
| City | Country | Developers | Distance |
|---|---|---|---|
| Masaka | Uganda | 40 | 123 km |
| Musanze | Rwanda | 93 | 150 km |
| Kigali | Rwanda | 5,523 | 162 km |
| Butembo | DR Congo | 87 | 172 km |
| Rubavu | Rwanda | 63 | 195 km |
Uganda's AI scene
Mbarara is one of 8 cities we track in Uganda, which ranks #74 of 197 countries by tracked developers (~7,069 in total). See the full Uganda picture → Or check which AI does Uganda 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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