Machinepower Index / Dossiers / Austria
Rank 18–30 across the scoring rules tested. How this is tested
Austria
Specialist Power — For nations among the world's best at something the frontier needs but could find elsewhere: keep earning the lead before others catch up, and trade expertise for access.
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.
Epoch AI records no large AI clusters or data centres here yet.
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 | 4.0 | |
| Sovereign Compute | Dataset | 4.3 | |
| Hardware & Silicon Access | Dataset | 6.0 | |
| Weights | Frontier Model Output | Dataset | 3.0 |
| Alignment Capability | Assessed | 5.8 | |
| Regulatory Standing | Dataset | 8.7 | |
| Talent Density | Assessed | 4.6 | |
| Will | Policy Capacity | Dataset | 6.6 |
| Public Sector Adoption | Dataset | 8.2 | |
| Workforce Transition | Dataset | 7.8 | |
| Public Trust | Assessed | 5.6 |
Assessed marks a measurement we judged rather than took from a dataset: 4 of the 12 here.
Sources
No spare transmission capacity for new large loads, so campuses move out of Vienna.
View source →Named its AI Act regulator after the August 2025 deadline; no safety body.
View source →Largest: MUSICA.
View source →Stanford does not count Austria. Estimated from 0.6 million GitHub developers and Oxford Insights' diffusion pillar, averaged with an estimate from LinkedIn's AI talent share (0.81% of members), calibrated on the nations Stanford counts.
View source →Feeds governance and public-sector adoption; policy capacity is listed separately.
View source →Ipsos does not cover it. Mapped to the Ipsos scale through the 28 countries both surveys cover.
View source →Feeds workforce, rescaled across 173 economies.
View source →Fossil, nuclear, hydro and other dispatchable plant; averaged with generation for firm power.
View source →Bottlenecks
These hold Austria below its Potential. Its two lowest scores cost it the most: frontier model output at 3.0 (part of Weights) and firm power capacity at 4.0 (part of Watts).
Assessment
Austria's grid is full, it has no frontier models and its compute is modest. Its strength is out of sight: firms that make tools and parts the chip industry struggles to replace.
The art of the possible
IMS Nanofabrication leads the market for the multi-beam writers that draw advanced photomasks, EV Group makes the bonders that stack chips, and AT&S makes substrates for AI processors. Deepening these is worth more than any data centre Austria could connect.
Strategic play — Specialist Power
Keep IMS, EV Group and AT&S growing in Austria, and trade that position for the compute it cannot connect at home.
Leverage — the nearest position. No chokepoint. IMS comes closest, but Intel owns most of it and the export lever sits with EU dual-use rules, not Vienna.
Open Austria in the live Index → — every source behind every number, and the comparison tool.