Country Capability Dashboard

Who's ahead, on which pillar, and moving which way. Tracked entities scored 0–100 on Research, Models and Infrastructure, rolled into a composite index. Beta — composite index.

Capability matrix

composite rank · pillar scores 0–100

0100withheld

#	Country
1	USUnited States	98	100	100	90
2	CNChina	62	63	44	88
3	KRSouth Korea	35	4	n/a	78
4	GBUnited Kingdom	28	12	n/a	50
5	JPJapan	27	2	n/a	62
6	DEGermany	18	6	6	55
—	AEUnited Arab Emirates	withheld	n/a	n/a	48
—	EUEuropean Union	withheld	n/a	n/a	66
—	FRFrance	withheld	n/a	n/a	52
—	ILIsrael	withheld	n/a	n/a	44
—	SASaudi Arabia	withheld	n/a	n/a	40
—	TWTaiwan	withheld	n/a	n/a	85

*bloc aggregates (e.g. EU) are display-only — excluded from ranking.

USUnited States#1

98 composite

3 of 3 pillars — research, models, infrastructure

Research

100

Models

100

Infrastructure

CNChina#2

All tracked entities

KRSouth Korea#3

35 composite

2 of 3 pillars — research, infrastructure

Research

partial coverage · n=2

Modelsinsufficient coverage — score withheld

Infrastructure

GBUnited Kingdom#4

Pillar spotlight

all tracked entities ranked per pillar · score 0–100 at bar tip

United StatesUnited States

100 ChinaChina

63 United KingdomUnited Kingdom

12 GermanyGermany

6 FranceFrance

5 South KoreaSouth Korea

4 JapanJapan

5 entities excluded — insufficient research coverage.

Methodology — how the composite is computed

Research computed

Paper counts from the desk's arXiv ingestion, weighted by recency and topic coverage.

Models computed

Tracked model releases from the Radar, weighted by signal score and recency, attributed to the developing lab's home country.

Infrastructure curated

Curated dataset of compute clusters, fab capacity and grid power commitments — hand-maintained, sourced from public announcements.

composite = 0.35·Research + 0.40·Models + 0.25·Infrastructurecomputed daily · curated quarterlybeta — weights under review; scores may be re-based between releases