Comuvia ForeGlass™

Fragility overview / Detail

Country comparisons

Exploratory indicators use different inputs and are not a ranking of economic safety.

Static comparator snapshot: 2026-08-21. Each line keeps its own observation period. Live refresh may provide newer data.

Research preview — exploratory

Experimental country comparisons

The country comparison chart is exploratory. Each country line is built from declared proxy inputs, normalised to that country’s own history, with its own measurement period — so the lines are not comparable to the US instrument or to each other, and none of this is a safety ranking. Countries are listed alphabetically, which carries no meaning.

Approximate comparison indicators — quarterly

Not a ranking. The United States line is the sealed instrument; the grey lines are approximate indicators built from different, weaker inputs. A lower number on one line does not mean that economy is safer than another - the two are not the same measurement.

Exploratory country comparison indicatorsIndicator value · not a common measurement or probability. Calendar time on the horizontal axis. Observations and scenarios retain their own dates and frequency. Exact recorded values appear in the table; a dash means no value exists on that date.0.180.340.50.670.83202420252026United States · experimental sealed indexUnited States · experimental sealed index; 2023Q3: 0.452 different indicator scales; not a safety rankingUnited States · experimental sealed index; 2023Q4: 0.437 different indicator scales; not a safety rankingUnited States · experimental sealed index; 2024Q1: 0.449 different indicator scales; not a safety rankingUnited States · experimental sealed index; 2024Q2: 0.455 different indicator scales; not a safety rankingUnited States · experimental sealed index; 2024Q3: 0.464 different indicator scales; not a safety rankingUnited States · experimental sealed index; 2024Q4: 0.47 different indicator scales; not a safety rankingUnited States · experimental sealed index; 2025Q1: 0.483 different indicator scales; not a safety rankingUnited States · experimental sealed index; 2025Q2: 0.507 different indicator scales; not a safety rankingUnited States · experimental sealed index; 2025Q3: 0.494 different indicator scales; not a safety rankingUnited States · experimental sealed index; 2025Q4: 0.442 different indicator scales; not a safety rankingUnited States · experimental sealed index; 2026Q1: 0.4 different indicator scales; not a safety rankingUnited States · experimental sealed index; 2026Q2: 0.343 different indicator scales; not a safety rankingUnited States · experimental sealed index; 2026Q3: 0.289 different indicator scales; not a safety rankingGermany · approximate, different inputsFrance · approximate, different inputsItaly · approximate, different inputsSpain · approximate, different inputsUnited Kingdom · approximate, different inputsJapan · approximate, different inputsCanada · approximate, different inputsIndia · approximate, different inputs
Hover a name to pick its line out of the grey; click to hide it. Pick one comparison line above; tap the chart to read any quarter. Window: 2023Q3 onward - the earliest quarter every comparison leg has data, so no line is drawn over a gap. Each line’s date is its own newest complete quarter — shown per line, because the gaps differ.

There is deliberately no threshold line on this chart. The 0.40 criterion belongs to the sealed US instrument, where it is explained; the comparison lines have never been calibrated against it, so drawing it here would only invite a reading none of these lines can support.

Historical context: grey areas mark US recession peak-to-trough months; violet areas and dashed markers identify selected international, banking and policy events. Names appear in lanes above the plots. These annotations do not enter the index or establish what caused its movement.

Read the crisis dates, definitions and sources

Selected context, not an exhaustive crisis catalogue. Monthly recession shading includes the peak month through the trough month; NBER’s recession-duration count begins in the month after the peak. Boundaries are month precision, not official day-level dates. Recessions were dated retrospectively. A US interval does not classify every country as being in recession.

LabelDatesTypeInterpretation / source
Asian financial crisisJul 1997–Dec 1998Selected stress windowSelected international crisis; not a US recession band. Source
Dot-com / 2001 downturnMar–Nov 2001US recession contextUS peak-to-trough months. The technology-stock decline began before this interval. Source
Global financial crisisDec 2007–Jun 2009US recession contextUS peak-to-trough months; the wider financial crisis has different boundaries. Source
COVID-19 downturnFeb–Apr 2020US recession contextUS peak-to-trough months, dated retrospectively. Source
Ukraine invasion24 Feb 2022Dated eventStart of Russia’s full-scale invasion; a dated event, not a crisis-duration estimate. Source
SVB failure10 Mar 2023Dated eventA bank failure marker; not the duration of all 2023 banking stress. Source
2025 tariff shock2–11 Apr 2025Selected stress windowSelected trade-policy market-stress window discussed in the Fed’s April report; not a designated US recession. Source
Latest readings
EconomyReadingCategoryAs ofBasis
United States0.288698watch · authored US category2026-08-20Experimental sealed index
Germany0.679796Uncalibrated2026Q1Approximate proxy inputs
France0.540564Uncalibrated2026Q1Approximate proxy inputs
Italy0.285254Uncalibrated2026Q1Approximate proxy inputs
Spain0.5123Uncalibrated2026Q1Approximate proxy inputs
United Kingdom0.488601Uncalibrated2026Q1Approximate proxy inputs
Japan0.353864Uncalibrated2026Q2Approximate proxy inputs
Canada0.5476Uncalibrated2026Q2Approximate proxy inputs
India0.277468Uncalibrated2026Q2Approximate proxy inputs

The range on the US row is not a confidence interval. It is the settling range of an open quarter: given the daily extremes already observed, that is where the quarter could still end up when it closes. It says nothing about how uncertain the model is. Comparison rows carry no range and no category label - not because they are more certain, but because their uncertainty (proxy substitution, publication lag, missing legs) is not quantified and the US model’s categories have never been calibrated to them. Each row’s as-of column is its newest complete quarter; it can sit several quarters behind the US row, so compare dates before comparing values.

Retained comparison values

Exploratory country comparison indicators

different indicator scales; not a safety ranking — The US index and proxy lines use different inputs; neither their levels nor the US threshold establish a country risk ranking.

Y axis: Indicator value · not a common measurement or probability

X axis: calendar dates; each series retains its own observation or simulation cadence.

United States · experimental sealed indexGermany · approximate, different inputsFrance · approximate, different inputsItaly · approximate, different inputsSpain · approximate, different inputsUnited Kingdom · approximate, different inputsJapan · approximate, different inputsCanada · approximate, different inputsIndia · approximate, different inputs
Read values as a table
Each line keeps its own observation date. A missing point is not zero. Approximate comparators have not been calibrated against the US criterion. Units: different indicator scales; not a safety ranking.
Date / observation periodUnited States · experimental sealed indexGermany · approximate, different inputsFrance · approximate, different inputsItaly · approximate, different inputsSpain · approximate, different inputsUnited Kingdom · approximate, different inputsJapan · approximate, different inputsCanada · approximate, different inputsIndia · approximate, different inputs
2023Q30.4520.760.7820.3490.5370.6010.4510.7290.288
2023Q40.4370.7610.7820.3640.5720.6070.4570.7350.289
2024Q10.4490.7050.7420.4270.5710.5720.4220.7130.274
2024Q20.4550.6670.710.4470.5590.5440.3940.690.247
2024Q30.4640.6580.7060.4690.5640.5410.3910.690.244
2024Q40.470.6360.6850.4610.5490.5120.3620.6630.24
2025Q10.4830.6650.6660.4480.5830.5060.3560.6810.232
2025Q20.5070.7220.6970.4830.6410.5560.4060.7430.24
2025Q30.4940.6910.6540.4060.610.5190.3690.7130.226
2025Q40.4420.6810.6380.3610.590.5130.3630.710.228
2026Q10.40.680.5410.2850.5120.4890.3670.6720.246
2026Q20.343—————0.3540.5480.277
2026Q30.289————————