Machinepower Index / Dossiers / Italy
Rank 18–20 across the scoring rules tested. How this is tested
Italy
Diffusion Advantage — For nations that cannot build the frontier but can use it faster than anyone: import the models and win on deployment, across the state and the economy, with public consent.
How the Score, Potential and bottleneck cost are worked out: methodology.
The three layers
Energy, grids, data centres and silicon — the physical capacity to run models at scale.
Compute tracked by Epoch AI: Italy controls 3,500 H100-equivalents, wherever the sites are; hosts 4,400 for foreign firms; has 300 on its soil with the owner not reported. Hosted compute is shown, not scored.
Models, alignment capability, standards influence and the talent that produces them.
The capacity to wire AI into the state and the economy while holding public consent.
Where the score comes from
| Layer | Sub-dimension | Basis | Score |
|---|---|---|---|
| Watts | Planning & Permitting | Assessed | 4.8 |
| Firm Power Capacity | Dataset | 5.6 | |
| Sovereign Compute | Dataset | 8.1 | |
| Hardware & Silicon Access | Dataset | 5.8 | |
| Weights | Frontier Model Output | Dataset | 3.0 |
| Alignment Capability | Assessed | 6.4 | |
| Regulatory Standing | Dataset | 8.6 | |
| Talent Density | Dataset | 6.0 | |
| Will | Policy Capacity | Dataset | 7.0 |
| Public Sector Adoption | Dataset | 7.0 | |
| Workforce Transition | Dataset | 6.3 | |
| Public Trust | Dataset | 5.9 |
Assessed marks a measurement we judged rather than took from a dataset: 2 of the 12 here.
Sources
Share of adults agreeing that products and services using AI have more benefits than drawbacks; the Index scores public trust as 1 + share ÷ 10. Survey of 23,532 adults across 32 countries, March to April 2026.
View source →Requests to connect data centres to Italy's grid, concentrated around Milan, run to tens of gigawatts, far beyond what Terna's network can absorb in the near term, and there is no dedicated fast track for permitting them.
View source →The Bologna-based EuroHPC Leonardo system remains among the world's most powerful public research machines on the June 2026 list, anchoring Italy's national compute access.
View source →The Garante has taken direct enforcement action against AI services, including the ChatGPT proceedings, and remains among the most proactive regulators in Europe, within the EU AI Act framework now phasing in through 2026-2028.
View source →Italy's strategy focuses AI deployment on manufacturing and cultural-sector IP protection, leveraging shared EuroHPC infrastructure rather than sovereign frontier training.
View source →Used for the workforce measurement. The IMF combines schooling, pay, labour mobility and active labour-market policies; the Index rescales it so the weakest of 173 economies scores 0 and the strongest 10.
View source →A cross-check for planning and permitting, which stays assessed: it scores building permits and electricity connections for ordinary firms, not grid-scale connections for data centres.
View source →A cross-check for alignment, which stays assessed. The Research Almanac counts English-language research only, so it understates Japanese, Korean and Chinese work.
View source →Fossil, nuclear, hydro and other dispatchable plant; averaged with generation for firm power.
View source →Second source for talent, averaged with Stanford's count.
View source →Second source for public trust, averaged with Ipsos.
View source →Bottlenecks
These hold Italy below its Potential. Its two lowest scores cost it the most: frontier model output at 3.0 (part of Weights) and planning & permitting at 4.8 (part of Watts).
Assessment
Italy focuses on the application of AI in its high-end manufacturing and luxury sectors. While it lacks sovereign compute, its "Made in Italy" AI strategy seeks to protect cultural and industrial IP.
The art of the possible
Italy's route is applied excellence: Leonardo-class public compute plus its manufacturing base could make it the world's benchmark for AI-transformed industry. It doesn't need frontier models — it needs deployment speed in its factories and ministries.
Strategic play — Diffusion Advantage
Make Italian industry the benchmark for AI deployment rather than chase models it does not need: put Leonardo-class public compute to work in factories and ministries, and treat Brussels' regulatory weight as the leverage Italy does not hold on its own.
Leverage — the nearest position. No chokepoint, and no obvious route to one. Italy's leverage runs through Brussels: it borrows the EU's regulatory weight rather than holding a position of its own.
Open Italy in the live Index → — every source behind every number, and the comparison tool.