Machinepower Index / Dossiers / Singapore
Singapore
Diffusion Advantage — Import the frontier and out-deploy everyone. The returns of AI accrue to users, not only builders.
Score comes from the twelve measurements beneath the three layers. A nation needs all of them at once — world-class models are no use on a grid that cannot power them — so one weak measurement pulls the Score down instead of being averaged away. Potential is the plain average of the three layers. The gap between the two is what being lopsided costs: nothing if a nation is evenly built, more the further its strengths and weaknesses sit apart. The exact formula is on the methodology page.
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 layer is the plain average of its four measurements. The Score uses those twelve measurements directly rather than the three averages, because averaging hides things: a 10 next to a 3 comes out as a forgettable 6.5, and you lose both facts. Every measurement is scored 0–10 and marked to show where the number came from.
| Layer | Sub-dimension | Basis | Score |
|---|---|---|---|
| Watts | Planning & Permitting | Assessed | 5.4 |
| Firm Power Capacity | Dataset | 3.5 | |
| Sovereign Compute | Dataset | 5.1 | |
| Hardware & Silicon Access | Dataset | 6.6 | |
| Weights | Frontier Model Output | Assessed | 4.5 |
| Alignment Capability | Assessed | 8.6 | |
| Regulatory Standing | Dataset | 7.8 | |
| Talent Density | Dataset | 5.3 | |
| Will | State Procurement | Dataset | 7.6 |
| Public Sector Adoption | Dataset | 9.2 | |
| Workforce Transition | Assessed | 9.2 | |
| Public Trust | Dataset | 8.3 |
Dataset means the number comes straight from a published source. Assessed means we judged it ourselves, because no dataset measures that thing cleanly — 4 of the 12 here, and 116 of 312 across the Index. The CSV export flags them too.
Sources
Every source below was published within the last 12 months. These are the main ones behind Singapore's profile. The full list, and the rule on how recent a source has to be, are on the methodology page.
Singapore ranks seventh globally (2025 edition) with world-leading public-sector deployment capability and procurement agility.
View source →SEA-LION v4, a multimodal model, leads Southeast Asian language performance in its size class; Qwen-SEA-LION-v4-32B-IT was announced on 17 October 2025, with 4B and 8B vision-language models following.
View source →Singapore's AI Verify framework was formally crosswalked to the US NIST AI Risk Management Framework, published 13 October 2023, with cooperation maintained through the bilateral CET Dialogue.
View source →Bottlenecks
These hold Singapore below its Potential. Its two lowest scores cost it the most: firm power capacity at 3.5 (part of Watts) and frontier model output at 4.5 (part of Weights).
Assessment
A global exemplar of diffusion advantage. Singapore focuses on being the most efficient user of AI tools. While it lacks sovereign hardware or models, its state capability and societal trust are world-leading.
The art of the possible
Singapore's deployment machine is already world-leading; its ceiling is set by what it can host and own. Regional model leadership through SEA-LION and creative energy solutions (imports, nuclear options) would let the most capable state in the Index command more of its own stack.
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 Singapore'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 Singapore in the live Index → — every source behind every number, the comparison tool and the CSV export.