SciRisk Calculate your ESCRC
As of 2026-06-30| Model v5.5.1| Priors 2026.09-6| Calculated 2026-09-22| 100,000 paths · 95% · 365d| BETA Methodology

SciRisk 100 · Sectors

Pharmaceuticals & Biotechnology

10 companies in the SciRisk 100. Median Risk Capital Intensity 0.202% — 2.7x the index median.

Companies
10
Aggregate ESCRC
$1.29bn
Average ESCRC
$128.9m
Median ESCRC
$117.5m
Median intensity
0.202%
Sector revenue
$556bn

Aggregate ESCRC is the sum of independently-calculated company-level ESCRC estimates. It should not be interpreted as unique system-wide (or sector-wide) supply-chain risk capital: company supply-chain exposures overlap — many suppliers in this dataset appear in more than one company's network — and the model does not net out or de-duplicate that overlap when figures are summed.

ESCRC is the 95% one-year Value-at-Risk of supply-chain disruption loss, from SciRisk ESCRC Model v5.5.1. Bars are scaled to the index maximum. Change is ESCRC versus the 2026.09-22 publication (2026-09-19); a dash means the company is new to the index since then.
RankCompanyTickerCountrySectorRevenueUSD bnESCRCUSD mESCRC / Revenue%Risk GradeChange
6 Pfizer PFE USA Pharmaceuticals & Biotechnology 58.0 284.9 0.491 SC5 Very High 0.0%
15 Johnson & Johnson JNJ USA Pharmaceuticals & Biotechnology 88.0 172.7 0.196 SC4 High 0.0%
17 Roche ROG.SW Switzerland Pharmaceuticals & Biotechnology 66.0 137.1 0.208 SC4 High 0.0%
22 AstraZeneca AZN United Kingdom Pharmaceuticals & Biotechnology 54.0 118.9 0.220 SC5 Very High 0.0%
23 Merck & Co. MRK USA Pharmaceuticals & Biotechnology 64.0 118.6 0.185 SC4 High 0.0%
25 Eli Lilly LLY USA Pharmaceuticals & Biotechnology 45.0 116.3 0.259 SC5 Very High 0.0%
26 Novartis NVS Switzerland Pharmaceuticals & Biotechnology 45.0 116.3 0.258 SC5 Very High 0.0%
35 Sanofi SNY France Pharmaceuticals & Biotechnology 47.0 85.9 0.183 SC4 High 0.0%
40 GSK GSK United Kingdom Pharmaceuticals & Biotechnology 39.0 71.2 0.183 SC4 High 0.0%
42 Bayer BAYN.DE Germany Pharmaceuticals & Biotechnology 50.0 66.9 0.134 SC4 High 0.0%

Risk Capital Intensity

Ranked by intensity rather than by ESCRC — a different ordering from the table above, which is the point of tracking both.

0.491%
0.259%
0.258%
0.220%
0.208%
0.185%
0.183%
0.183%
0.134%

How does your supply chain compare with Pharmaceuticals & Biotechnology?

The median company in this sector carries risk capital worth 0.202% of revenue, 2.7 times the index median. Run your own network on the same engine and see which side of that you land on.

ESCRC calculated using SciRisk ESCRC Model v5.5.1 · calibrated priors 2026.09-6
Company data as of 2026-06-30 · ESCRC calculated 2026-09-22 · dataset 2026.09-23 Beta
Simulation
100,000 Monte Carlo paths · 95% confidence · 365-day horizon
Seed
20260821 · regional correlation ρ = 0.35
SciRisk ESCRC is an analytical estimate generated using the SciRisk Economic Supply Chain Risk Capital methodology. It is not a credit rating, investment recommendation or statement of financial condition. Figures are model-implied and intended for screening and comparison, not as calibrated capital requirements.

Beta / preliminary dataset. Company inputs are analyst-curated from public annual reports and public supply-chain disclosure. ESCRC itself is computed by the production ESCRC engine — only the INPUTS on this page are preliminary.