Comparison report — Guangzhou
A detailed read across 1 metros, with every index and a per-item analysis. Model outputs & scenario estimates — not predictions.
Economic & scale context
| Measure | Guangzhou |
|---|---|
| GDP | $460bn |
| GDP / capita | $25k |
| Population | 18.7M |
| AI investment | $6.5bn |
All indices, side by side
Best value in each row highlighted. Hover an index name for its definition.
| Index | Guangzhou |
|---|---|
| MPI | 69.4 |
| MCC | 53.0 |
| MDI | 50.3 |
| Talent | 47.4 |
| Capital | 47.0 |
| Research | 49.5 |
| Infrastructure | 70.7 |
| Agentic | 50.3 |
Per-item analysis
Guangzhou
Guangzhou is the #23 metro by economic size ($460bn) in the panel and ranks #13/162 on absolute Metro Power and #44/162 on per-capita intensity. Its strongest pillar is Capital (47.0, Strong); no single pillar is a binding weakness. Locally it runs below the China national average (MCC 53.0 vs CC 69.9).
Strengths
- Capital (47.0, Strong) — abundant capital flowing into building cognitive infrastructure.
- Agentic (50.3, Strong) — agents are actively deployed — an early-mover productivity edge.
- Research (49.5, Strong) — a strong research base feeding a pipeline of ideas and people.
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.