Comparison report — Osaka
A detailed read across 1 metros, with every index and a per-item analysis. Model outputs & scenario estimates — not predictions.
Economic & scale context
| Measure | Osaka |
|---|---|
| GDP | $680bn |
| GDP / capita | $36k |
| Population | 19.0M |
| AI investment | $4.5bn |
All indices, side by side
Best value in each row highlighted. Hover an index name for its definition.
| Index | Osaka |
|---|---|
| MPI | 67.1 |
| MCC | 50.7 |
| MDI | 45.5 |
| Talent | 49.6 |
| Capital | 38.2 |
| Research | 47.1 |
| Infrastructure | 73.1 |
| Agentic | 45.5 |
Per-item analysis
Osaka
Osaka is the #11 metro by economic size ($680bn) in the panel and ranks #20/162 on absolute Metro Power and #53/162 on per-capita intensity. Its strongest pillar is Infrastructure (73.1, Strong); no single pillar is a binding weakness. Locally it runs below the Japan national average (MCC 50.7 vs CC 64.4).
Strengths
- Infrastructure (73.1, Strong) — the physical and digital rails to run AI at scale are in place.
- Talent (49.6, Strong) — a deep talent pool — the scarcest input to building AI.
Risk factors
- No acute structural gaps stand out across the metro pillars.
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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.