2021 US Motor

Financial Strength Rankings using Artificial Intelligence

Top rated14 of 56
Best rating207 %
Worst rating13.6 %
New companies12
Negative Economic Capital Ratio

Workhorse Group Inc climbed 33 positions from 45 to 12 due to its excellent Cost of Goods and Services Sold.Superior Industries International INC lost 15 positions from 3 to 18 due to its bad Cost of Goods and Services Sold.Aeva Technologies Inc entered the 2021 ranking at rank 1, making it the best newcomer.

Revenues423 B
Assets731 B
Expenses429 B
Stockholders Equity169 B
Unprofitable Companies
RankCompanySealRating ValueTrend
1Aeva Technologies Inc207.01%0.0
2Gentex CORP203.48%-1.0
3Fisker Inc DE197.01%0.0
4NU RIDE INC179.06%0.0
5Strattec Security CORP162.49%0.0
6Dorman Products Inc162.08%-4.0
7Borgwarner INC161.13%0.0
8Oshkosh CORP157.48%-2.0
9Miller Industries INC TN157.11%-1.0
10Leatt Corp148.83%1.0
11Lydall INC DE147.56%-7.0
12Workhorse Group Inc147.22%33.0
13Nikola Corp146.06%0.0
14Canoo Inc144.08%0.0
15Harley Davidson INC143.18%-8.0
16Arcimoto Inc141.57%28.0
17Securetech Innovations Inc141.29%-8.0
18Superior Industries International INC138.34%-15.0
19Federal Signal CORP DE137.98%-6.0
20Gentherm Inc137.68%-10.0
21Standard Motor Products INC135.85%-7.0
22Visteon CORP134.16%-10.0
23Ideanomics INC126.97%19.0
24Aptiv PLC126.04%3.0
25Romeo Power Inc124.32%0.0
26Tesla Inc116.57%8.0
27Stoneridge INC116.27%-11.0
28LCI Industries114.16%-10.0
29China Automotive Systems INC112.71%-10.0
30LEAR CORP103.64%-9.0
31Arriver Holdco Inc102.75%-14.0
32Motorcar Parts OF America INC101.55%-12.0
33REV Group Inc100.78%-8.0
34Autoliv INC99.44%-10.0
35Icahn Enterprises L P97.76%-13.0
36DANA Inc92.33%-10.0
37Unique Fabricating Inc91.67%-7.0
38Allison Transmission Holdings Inc87.73%-6.0
39General Motors Co86.97%-6.0
40Cooper Standard Holdings Inc82.74%-12.0
41Commercial Vehicle Group Inc78.28%-12.0
42FORD Motor CO76.31%0.0
43Adient plc74.04%-7.0
44Envirotech Vehicles Inc67.72%-4.0
45American AXLE Manufacturing Holdings INC64.83%-7.0
46Tenneco INC64.58%0.0
47Horizon Global Corp64.53%-12.0
48Blue Bird Corp64.52%-9.0
49Navistar International CORP60.17%-8.0
50Luminar Technologies Inc DE59.03%0.0
51Worksport Ltd57.55%-4.0
52Garrett Motion Inc57.14%-9.0
53Omnitek Engineering Corp46.25%-7.0
54Evil Empire Designs Inc30.99%0.0
55Makingorg INC28.37%0.0
56Amanasu Techno Holdings CORP13.65%-7.0
RankCompanySealRating ValueTrend

Feature Distribution Plot

The Feature Distribution shows the main industry variables and the distribution of their impact on financial strength. The more important a variable, the broader the distribution. As the effects are calculated relative to the industry average, half of the companies have a positive effect (green) and half have a negative effect (red). 


Regression Plot

The Regression compares the forecasted company valuation with the observed stock market values. A positive correlation suggests that the model effectively explains market prices.


Feature Importance


United States Ratings

Austrian Insurance Ratings

German Insurance Ratings