A live outbreak proves rapid distributed pandemic defence
How much of this scenario’s gain each nation is ready to take, set against what it stands to lose and how well it can adapt.
Third illustrative run, on the second-pass scenario set. The capability scores are candidate ratings and the test settings were drafted with the scenario records in the second pass; neither has been adopted. Scores are from the GINC National Capability Index 2026, which describes them as candidate ratings. Exposure is set nation by nation from the CIA World Factbook 2025 and the scenario’s regional exposure. Results show the method working on real scores; they are not findings about any nation. How the tests work.
- Gainers
- 92
- net position above +10
- Mixed
- 92
- between the two
- Losers
- 13
- net position below -10
- Largest net gain
- +70
- Singapore
Net position, by region
One dot per nation. The bar marks each region’s mean. Filled dots are net gains; hollow dots are net losses.
- Region mean
- Net gain
- Net loss
Readiness against outcome
Each nation’s readiness to take the gain against its net position. Nations below the zero line lose more than they capture.
- North America
- Europe
- China
- Indo-Pacific
- South Asia
- Gulf and Middle East
- Africa
- Latin America and Caribbean
- Russia and Eurasia
Mean net position by region
Loss exposure in this scenario: standing outside the surveillance and supply network, and suppliers that depended on scarcity pricing.
All 197 nations
Capture is gain exposure times readiness. Loss is loss exposure times what adaptability does not cover. The binding capability is the weakest of those the scenario requires: raising it raises the capture rate most.
197 of 197 nations
Rank | Nation | Region | Position | Net | Capture | Loss | Readiness | Adaptability | Binding capability |
|---|---|---|---|---|---|---|---|---|---|
| 1 | Singapore | Indo-Pacific | Gainer | +70.0 | 70.8 | 0.8 | 78 | 84 | Information Environment & Strategic Communication 14.3 · Established |
| 2 | Netherlands | Europe | Gainer | +67.6 | 68.4 | 0.9 | 76 | 83 | Information Environment & Strategic Communication 13.7 · Established |
| 3 | Germany | Europe | Gainer | +65.7 | 66.5 | 0.7 | 84 | 85 | National Resilience & Crisis Management 16.4 · Advanced |
| 4 | France | Europe | Gainer | +64.6 | 65.3 | 0.7 | 84 | 86 | Health System Capability 16.7 · Advanced |
| 5 | Sweden | Europe | Gainer | +64.5 | 65.2 | 0.8 | 76 | 85 | Information Environment & Strategic Communication 14 · Established |
| 6 | South Korea | Indo-Pacific | Gainer | +63.9 | 64.9 | 0.9 | 81 | 81 | Information Environment & Strategic Communication 15.7 · Advanced |
| 7 | Japan | Indo-Pacific | Gainer | +62.9 | 63.7 | 0.8 | 82 | 84 | Information Environment & Strategic Communication 15.7 · Advanced |
| 8 | United Kingdom | Europe | Gainer | +61.7 | 62.4 | 0.7 | 84 | 85 | Health System Capability 16.3 · Advanced |
| 9 | Denmark | Europe | Gainer | +59.9 | 60.9 | 0.9 | 70 | 81 | Information Environment & Strategic Communication 12 · Established |
| 10 | Switzerland | Europe | Gainer | +59.2 | 60.0 | 0.8 | 72 | 85 | Information Environment & Strategic Communication 12.7 · Established |
| 11 | Belgium | Europe | Gainer | +58.2 | 59.4 | 1.2 | 65 | 76 | Information Environment & Strategic Communication 11 · Transitional |
| 13 | Taiwan | Indo-Pacific | Gainer | +57.6 | 59.2 | 1.6 | 71 | 68 | Biotechnology & Health Technologies 13.2 · Established |
| 12 | Finland | Europe | Gainer | +57.6 | 58.5 | 0.9 | 71 | 83 | Information Environment & Strategic Communication 12.7 · Established |
| 14 | Australia | Indo-Pacific | Gainer | +53.9 | 54.8 | 0.9 | 76 | 82 | Information Environment & Strategic Communication 14.3 · Established |
| 15 | Norway | Europe | Gainer | +53.6 | 54.3 | 0.7 | 69 | 85 | Biotechnology & Health Technologies 12 · Established |
| 16 | Spain | Europe | Gainer | +53.3 | 54.6 | 1.3 | 71 | 74 | Biotechnology & Health Technologies 13.6 · Established |
| 18 | Canada | North America | Gainer | +51.7 | 54.4 | 2.8 | 74 | 81 | Information Environment & Strategic Communication 13.7 · Established |
| 17 | United States | North America | Gainer | +51.7 | 54.2 | 2.5 | 83 | 83 | Health System Capability 15.7 · Advanced |
| 19 | Italy | Europe | Gainer | +49.5 | 50.9 | 1.4 | 68 | 71 | Information Environment & Strategic Communication 13 · Established |
| 20 | Ireland | Europe | Gainer | +48.1 | 49.5 | 1.4 | 61 | 72 | Biotechnology & Health Technologies 11 · Transitional |
| 21 | Austria | Europe | Gainer | +47.0 | 48.2 | 1.2 | 62 | 77 | Information Environment & Strategic Communication 10.3 · Transitional |
| 22 | Czechia | Europe | Gainer | +44.8 | 46.6 | 1.8 | 56 | 65 | Biotechnology & Health Technologies 9.8 · Transitional |
| 23 | Poland | Europe | Gainer | +44.0 | 45.7 | 1.7 | 60 | 66 | Biotechnology & Health Technologies 11.2 · Transitional |
| 24 | New Zealand | Indo-Pacific | Gainer | +43.8 | 44.9 | 1.1 | 62 | 78 | Biotechnology & Health Technologies 10.2 · Transitional |
| 25 | Hungary | Europe | Gainer | +42.6 | 44.5 | 2.0 | 53 | 60 | Information Environment & Strategic Communication 9.3 · Transitional |
Showing 1–25 of 197 nations · page 1 of 8
Settings of this run
- Required
- Health System Capability
- Biotechnology & Health Technologies
- National Resilience & Crisis Management
- Information Environment & Strategic Communication
- Government Effectiveness & Public Administration
- Regulatory Governance & Strategic Controls
- Social Infrastructure
- Trade Facilitation & Logistics
Readiness is the average of the mean and the minimum of the nation's scores on the capabilities the scenario requires, as a share of the top of the scale. The minimum holds it down: the weakest required capability limits the gain.
- Adaptive
- Diplomatic Statecraft & Global Networks
- Fiscal Capacity & Public Finance
- Health System Capability
- Government Effectiveness & Public Administration
- Gain exposure
regional exposure (30%); urban share of population (30%); share of population aged 65 and over (ranked) (20%); trade in goods and services relative to gdp (ranked) (20%).
- Loss exposure
Standing outside the surveillance and supply network, and suppliers that depended on scarcity pricing: regional exposure (100%). Gain and loss exposure are set nation by nation from indicators where one fits, and by region with named exceptions where none does.
- Likelihood
1 per cent over three years and 3 per cent over ten, as used in the opportunity index.