How is Insured Catastrophe Losses constructed?
Published by Deepstory Research as the methodology attached to Insured Catastrophe Losses. Scope and source attribution are bounded by that Evidence Brief.
Procedure and scope
Insured losses only — the portion of catastrophe damage covered by insurance, always far below total economic loss (Gallagher Re put 2024 economic losses at $417bn against $154bn insured; Munich Re at $320bn against $140bn). The difference is the protection gap. THE 2024 NUMBER IS CONTESTED, and two of the four figures are Swiss Re’s own. $137bn is what Swiss Re originally published and remains by far the most widely quoted. $141bn is the restated basis Swiss Re itself uses when reporting 2025 at $107bn as "a 24% decline" (107 ÷ 141 − 1 = −24.1%, which only works from 141). Munich Re independently lands at $140bn. Gallagher Re’s $154bn reflects a wider event scope, not a different view of the same events. The annual trend chart uses Swiss Re’s CURRENT basis ($141bn for 2024) so it is internally consistent with the 2025 figure beside it. The provider-spread chart exists so that choice is visible rather than silent. OMITTED: the commonly cited $118bn for 2023 is a TREND value, not an actual, and is not plotted alongside actuals. CAVEAT: the 2025 forecast-vs-actual chart compares a trend projection ($145bn) with an outcome ($107bn). The 35% overshoot is not a modelling failure — sigma projects a trend line, not any particular year’s weather, and one quiet hurricane season moves the outcome far more than the trend does. Re-verified 2026-08-10.
Known failure modes and limits
- Peril-level or regional breakdowns.
- Economic (uninsured) losses.
- Whether 2025 signals a change in trend.