SciRisk Calculate your ESCRC
As of 2026-06-30| Model v5.4.2| Priors 2026.09-5| Calculated 2026-09-21| 100,000 paths · 95% · 365d| BETA Methodology

SciRisk 100 · Ranking

Companies ranked by supply-chain risk capital

All 100 constituents, ranked by absolute ESCRC. Sort by any column, or filter to a sector, country, region or risk grade.

100 companies
ESCRC is the 95% one-year Value-at-Risk of supply-chain disruption loss, from SciRisk ESCRC Model v5.4.2. 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
1 Toyota Motor 7203.T Japan Automotive 274.0 861.3 0.314 SC5 Very High ▲ +55.5%
2 Apple AAPL USA Technology Hardware 383.0 856.3 0.224 SC5 Very High 0.0%
3 NVIDIA NVDA USA Semiconductors 130.0 577.3 0.444 SC5 Very High 0.0%
4 Amazon AMZN USA Retail & Distribution 638.0 349.3 0.055 SC2 Low ▲ +7.6%
5 HP HPQ USA Technology Hardware 127.0 309.9 0.244 SC5 Very High 0.0%
6 Pfizer PFE USA Pharmaceuticals & Biotechnology 58.0 284.9 0.491 SC5 Very High 0.0%
7 Hon Hai Precision (Foxconn) 2317.TW Taiwan Technology Hardware 215.0 282.7 0.132 SC4 High 0.0%
8 Volkswagen Group VOW3.DE Germany Automotive 348.0 275.2 0.079 SC3 Moderate ▲ +33.0%
9 Samsung Electronics 005930.KS South Korea Semiconductors 300.0 269.5 0.090 SC3 Moderate 0.0%
10 Broadcom AVGO USA Semiconductors 51.6 242.0 0.469 SC5 Very High 0.0%
11 Walmart WMT USA Retail & Distribution 648.0 238.6 0.037 SC1 Very Low ▲ +27.3%
12 Hyundai Motor 005380.KS South Korea Automotive 125.0 232.4 0.186 SC4 High ▲ +107.4%
13 TSMC TSM Taiwan Semiconductors 90.1 197.0 0.219 SC4 High 0.0%
14 Honda Motor 7267.T Japan Automotive 137.0 190.0 0.139 SC4 High ▲ +20.4%
15 Johnson & Johnson JNJ USA Pharmaceuticals & Biotechnology 88.0 172.7 0.196 SC4 High 0.0%
16 Qualcomm QCOM USA Semiconductors 39.0 158.6 0.407 SC5 Very High 0.0%
17 Roche ROG.SW Switzerland Pharmaceuticals & Biotechnology 66.0 137.1 0.208 SC4 High 0.0%
18 Mercedes-Benz Group MBG.DE Germany Automotive 160.0 136.9 0.086 SC3 Moderate ▲ +36.3%
19 Boeing BA USA Aerospace & Defence 78.0 130.2 0.167 SC4 High ▲ +150.3%
20 Dell Technologies DELL USA Technology Hardware 88.0 125.9 0.143 SC4 High 0.0%
21 BMW Group BMW.DE Germany Automotive 155.0 123.8 0.080 SC3 Moderate ▲ +28.9%
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%
24 General Motors GM USA Automotive 187.0 118.2 0.063 SC3 Moderate ▲ +19.0%
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%
27 Stellantis STLA Netherlands Automotive 200.0 110.0 0.055 SC2 Low 0.0%
28 Costco Wholesale COST USA Retail & Distribution 254.0 101.6 0.040 SC1 Very Low ▲ +36.0%
29 Ford Motor F USA Automotive 176.0 101.5 0.058 SC2 Low ▲ +18.1%
30 Airbus AIR.PA France Aerospace & Defence 70.0 96.7 0.138 SC4 High ▲ +121.2%
31 ExxonMobil XOM USA Energy & Utilities 340.0 93.7 0.028 SC1 Very Low ▲ +25.7%
32 Tesla TSLA USA Automotive 97.0 93.2 0.096 SC3 Moderate ▲ +0.2%
33 Shell SHEL United Kingdom Energy & Utilities 284.0 92.4 0.033 SC1 Very Low ▲ +61.5%
34 Sony Group 6758.T Japan Technology Hardware 85.0 91.4 0.108 SC4 High 0.0%
35 Sanofi SNY France Pharmaceuticals & Biotechnology 47.0 85.9 0.183 SC4 High 0.0%
36 Lenovo 0992.HK China Technology Hardware 57.0 76.4 0.134 SC4 High 0.0%
37 Nestlé NESN.SW Switzerland Food & Beverage 103.0 75.4 0.073 SC3 Moderate ▲ +44.6%
38 Lockheed Martin LMT USA Aerospace & Defence 71.0 74.4 0.105 SC4 High ▲ +136.1%
39 JBS JBSS3.SA Brazil Food & Beverage 73.0 72.2 0.099 SC3 Moderate ▲ +45.5%
40 GSK GSK United Kingdom Pharmaceuticals & Biotechnology 39.0 71.2 0.183 SC4 High 0.0%
41 Xiaomi 1810.HK China Technology Hardware 51.0 70.0 0.137 SC4 High 0.0%
42 Bayer BAYN.DE Germany Pharmaceuticals & Biotechnology 50.0 66.9 0.134 SC4 High 0.0%
43 PepsiCo PEP USA Food & Beverage 92.0 63.6 0.069 SC3 Moderate ▲ +30.6%
44 Nike NKE USA Consumer Goods 51.0 63.2 0.124 SC4 High ▲ +4.0%
45 BP BP United Kingdom Energy & Utilities 190.0 61.8 0.033 SC1 Very Low ▲ +66.6%
46 TotalEnergies TTE France Energy & Utilities 195.0 58.5 0.030 SC1 Very Low ▲ +52.0%
47 Intel INTC USA Semiconductors 54.0 57.6 0.107 SC4 High 0.0%
48 Cisco Systems CSCO USA Technology Hardware 54.0 55.7 0.103 SC4 High 0.0%
49 Chevron CVX USA Energy & Utilities 193.0 55.1 0.029 SC1 Very Low ▲ +27.7%
50 The Home Depot HD USA Retail & Distribution 152.0 52.6 0.035 SC1 Very Low ▲ +12.8%
51 LG Electronics 066570.KS South Korea Technology Hardware 65.0 50.3 0.077 SC3 Moderate 0.0%
52 RTX RTX USA Aerospace & Defence 80.0 49.0 0.061 SC3 Moderate ▲ +40.8%
53 ASML ASML Netherlands Semiconductors 30.0 48.9 0.163 SC4 High 0.0%
54 Tyson Foods TSN USA Food & Beverage 53.0 48.3 0.091 SC3 Moderate ▲ +38.6%
55 SK Hynix 000660.KS South Korea Semiconductors 46.0 46.8 0.102 SC4 High 0.0%
56 Panasonic Holdings 6752.T Japan Technology Hardware 55.0 44.4 0.081 SC3 Moderate 0.0%
57 Target TGT USA Retail & Distribution 107.0 44.3 0.041 SC1 Very Low ▲ +40.0%
58 Thermo Fisher Scientific TMO USA Healthcare Equipment 43.0 43.7 0.102 SC4 High 0.0%
59 Unilever ULVR.L United Kingdom Consumer Goods 65.0 43.3 0.067 SC3 Moderate ▲ +28.5%
60 Alibaba Group BABA China Retail & Distribution 130.0 37.6 0.029 SC1 Very Low ▲ +8.7%
61 Procter & Gamble PG USA Consumer Goods 84.0 37.3 0.044 SC1 Very Low ▼ -9.7%
62 Anheuser-Busch InBev BUD Belgium Food & Beverage 59.0 33.9 0.057 SC2 Low ▲ +7.7%
63 IKEA (Ingka Group) PRIVATE Netherlands Retail & Distribution 47.0 33.1 0.070 SC3 Moderate ▲ +78.4%
64 Carrefour CA.PA France Retail & Distribution 87.0 32.2 0.037 SC1 Very Low ▲ +46.4%
65 Inditex ITX.MC Spain Consumer Goods 39.0 30.8 0.079 SC3 Moderate ▲ +29.4%
66 GE Aerospace GE USA Aerospace & Defence 38.0 28.9 0.076 SC3 Moderate ▲ +24.6%
67 Mondelez International MDLZ USA Food & Beverage 36.0 28.8 0.080 SC3 Moderate ▲ +44.6%
68 Enel ENEL.MI Italy Energy & Utilities 85.0 27.9 0.033 SC1 Very Low 0.0%
69 BASF BAS.DE Germany Chemicals 70.0 27.8 0.040 SC1 Very Low 0.0%
70 The Coca-Cola Company KO USA Food & Beverage 46.0 27.2 0.059 SC2 Low ▲ +12.5%
71 Siemens SIE.DE Germany Industrial Machinery 82.0 27.0 0.033 SC1 Very Low 0.0%
72 adidas ADS.DE Germany Consumer Goods 24.0 26.2 0.109 SC4 High ▲ +6.3%
73 Danaher DHR USA Healthcare Equipment 24.0 24.3 0.101 SC4 High 0.0%
74 Safran SAF.PA France Aerospace & Defence 30.0 23.8 0.079 SC3 Moderate ▲ +59.7%
75 Micron Technology MU USA Semiconductors 25.0 23.3 0.093 SC3 Moderate 0.0%
76 Caterpillar CAT USA Industrial Machinery 65.0 21.1 0.033 SC1 Very Low ▲ +1.4%
77 LyondellBasell LYB Netherlands Chemicals 41.0 19.9 0.049 SC2 Low 0.0%
78 Deere & Company DE USA Industrial Machinery 51.0 19.7 0.039 SC1 Very Low ▲ +1.8%
79 Dow DOW USA Chemicals 43.0 18.7 0.043 SC1 Very Low 0.0%
80 Abbott Laboratories ABT USA Healthcare Equipment 42.0 18.6 0.044 SC1 Very Low ▲ +0.5%
81 Danone BN.PA France Food & Beverage 29.0 18.4 0.064 SC3 Moderate ▲ +26.5%
82 Texas Instruments TXN USA Semiconductors 15.6 17.9 0.115 SC4 High ▼ -0.3%
83 L'Oréal OR.PA France Consumer Goods 45.0 16.9 0.038 SC1 Very Low ▼ -5.8%
84 Komatsu 6301.T Japan Industrial Machinery 25.0 15.9 0.064 SC3 Moderate 0.0%
85 LVMH MC.PA France Consumer Goods 92.0 15.2 0.017 SC1 Very Low ▼ -6.8%
86 Schneider Electric SU.PA France Industrial Machinery 40.0 15.0 0.038 SC1 Very Low 0.0%
87 Iberdrola IBE.MC Spain Energy & Utilities 47.0 14.6 0.031 SC1 Very Low ▼ -7.8%
88 Honeywell International HON USA Industrial Machinery 38.0 14.2 0.037 SC1 Very Low ▲ +12.0%
89 Medtronic MDT Ireland Healthcare Equipment 32.0 14.1 0.044 SC1 Very Low ▲ +0.3%
90 Rolls-Royce Holdings RR.L United Kingdom Aerospace & Defence 22.0 13.4 0.061 SC3 Moderate ▲ +42.6%
91 Becton Dickinson BDX USA Healthcare Equipment 20.0 11.4 0.057 SC2 Low ▼ -1.5%
92 ABB ABBN.SW Switzerland Industrial Machinery 32.0 11.2 0.035 SC1 Very Low ▲ +0.5%
93 Linde LIN United Kingdom Chemicals 33.0 9.3 0.028 SC1 Very Low ▼ -2.3%
94 Koninklijke Philips PHG Netherlands Healthcare Equipment 20.0 8.9 0.045 SC1 Very Low ▲ +0.5%
95 Colgate-Palmolive CL USA Consumer Goods 20.0 8.6 0.043 SC1 Very Low ▼ -4.9%
96 Siemens Healthineers SHL.DE Germany Healthcare Equipment 24.0 8.6 0.036 SC1 Very Low 0.0%
97 Air Liquide AI.PA France Chemicals 29.0 8.3 0.029 SC1 Very Low ▼ -5.2%
98 Stryker SYK USA Healthcare Equipment 22.0 8.0 0.036 SC1 Very Low 0.0%
99 Covestro 1COV.DE Germany Chemicals 15.0 6.4 0.043 SC1 Very Low 0.0%
100 Shin-Etsu Chemical 4063.T Japan Chemicals 16.0 6.1 0.038 SC1 Very Low 0.0%

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The index covers 100 large listed companies. Build your own supplier network in the ESCRC Calculator — same engine, same 95% one-year basis — and you get a figure directly comparable with every row above.

ESCRC calculated using SciRisk ESCRC Model v5.4.2 · calibrated priors 2026.09-5
Company data as of 2026-06-30 · ESCRC calculated 2026-09-21 · 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.