Comparison report — Guadalajara
A detailed read across 1 metros, with every index and a per-item analysis. Model outputs & scenario estimates — not predictions.
Economic & scale context
| Measure | Guadalajara |
|---|---|
| GDP | $115bn |
| GDP / capita | $21k |
| Population | 5.4M |
| AI investment | $0.6bn |
All indices, side by side
Best value in each row highlighted. Hover an index name for its definition.
| Index | Guadalajara |
|---|---|
| MPI | 42.8 |
| MCC | 35.2 |
| MDI | 33.7 |
| Talent | 37.2 |
| Capital | 23.5 |
| Research | 31.0 |
| Infrastructure | 50.7 |
| Agentic | 33.7 |
Per-item analysis
Guadalajara
Guadalajara is the #103 metro by economic size ($115bn) in the panel and ranks #86/162 on absolute Metro Power and #124/162 on per-capita intensity. No pillar stands out as a clear strength; the binding concern is capital. Locally it runs above the Mexico national average (MCC 35.2 vs CC 35.1).
Strengths
- No standout strength.
Risk factors
- Binding weakness — Capital 23.5 (#134/162, Developing): thin investment — good ideas struggle to scale 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.