Comparison report — Kampala
A detailed read across 1 metros, with every index and a per-item analysis. Model outputs & scenario estimates — not predictions.
Economic & scale context
| Measure | Kampala |
|---|---|
| GDP | $13bn |
| GDP / capita | $4k |
| Population | 3.6M |
| AI investment | $0.1bn |
All indices, side by side
Best value in each row highlighted. Hover an index name for its definition.
| Index | Kampala |
|---|---|
| MPI | 19.7 |
| MCC | 6.5 |
| MDI | 6.2 |
| Talent | 6.2 |
| Capital | 7.2 |
| Research | 7.1 |
| Infrastructure | 5.9 |
| Agentic | 6.2 |
Per-item analysis
Kampala
Kampala is the #161 metro by economic size ($13bn) in the panel and ranks #161/162 on absolute Metro Power and #161/162 on per-capita intensity. No pillar stands out as a clear strength; the binding concern is infrastructure.
Strengths
- No standout strength.
Risk factors
- Binding weakness — Infrastructure 5.9 (#162/162, Lagging): infrastructure gaps cap how much AI can actually be run locally.
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These are model outputs and scenarios, not forecasts of actual outcomes. This platform measures access to, utilization of, and leverage from cognitive infrastructure — not intelligence. No causality or certainty is claimed.