Machinepower Index / Dossiers / India
India
Diffusion Advantage — Import the frontier and out-deploy everyone. The returns of AI accrue to users, not only builders.
Score = the average of Watts, Weights and Will, minus a bottleneck penalty of 0.2 × the weakest axis's distance from 10. Potential = the average alone. The gap between them is what fixing the bottleneck is worth.
The three layers
Energy, grids, data centres and silicon — the physical capacity to run models at scale.
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
Each axis is the straight average of its four measured sub-dimensions. Nothing is weighted inside an axis; every number below is a rubric-judged 0–10 assessment against published sources under twelve months old.
| Layer | Sub-dimension | Score |
|---|---|---|
| Watts | Planning & Permitting | 6.2 |
| Firm Power Capacity | 7.9 | |
| Sovereign Compute | 5.1 | |
| Hardware & Silicon Access | 4.9 | |
| Weights | Frontier Model Output | 4.0 |
| Alignment Capability | 6.8 | |
| Regulatory Standing | 6.4 | |
| Talent Density | 7.9 | |
| Will | State Procurement | 6.7 |
| Public Sector Adoption | 7.9 | |
| Workforce Transition | 6.4 | |
| Public Trust | 7.7 |
Bottlenecks
The weakest axis sets the penalty. These are the constraints that hold India below its Potential.
Assessment
India commands massive software engineering talent and strong political alignment on sovereign infrastructure (National Supercomputing Mission). Its material power suffers from domestic semiconductor manufacturing delays and grid stability across high-performance compute clusters.
The art of the possible
India's scale is its own art of the possible: 38,000 GPUs today, 100,000 targeted, the world's fastest-growing developer base, and population-scale digital infrastructure nobody else can match. Domestic fabrication and grid reliability would convert the world's largest talent pipeline into a top-three power.
Strategic play — Diffusion Advantage
Import the frontier and out-deploy everyone. The returns of AI accrue to users, not only builders.
The play is editorial, not scored: it names the game India's measured position supports. Eight plays run across the Index — Total Sovereignty, Strategic Autonomy, Chokepoint Leverage, Diffusion Advantage, Compute Rentier, Specialist Power, Sovereign Capital and Siege Autarky.
Open India in the live Index → — full provenance cards, source dates, comparison tool and CSV export.