2022 US Motor

Financial Strength Rankings using Artificial Intelligence

Top rated16 of 65
Best rating208 %
Worst rating2.34 %
New companies12
Negative Economic Capital Ratio

Worksport Ltd climbed 44 positions from 51 to 7 due to its excellent Stockholders Equity.Workhorse Group Inc lost 51 positions from 12 to 63 due to its bad Comprehensive Net Income.Kandi Technologies Group Inc entered the 2022 ranking at rank 3, making it the best newcomer.

Revenues485 B
Assets776 B
Expenses473 B
Stockholders Equity240 B
Unprofitable Companies
RankCompanySealRating ValueTrend
1Gentex CORP208.36%1.0
2Envirotech Vehicles Inc189.03%42.0
3Kandi Technologies Group Inc180.94%0.0
4Hyliion Holdings Corp175.23%0.0
5Romeo Power Inc173.07%20.0
6Aeva Technologies Inc167.96%-5.0
7Worksport Ltd165.26%44.0
8Leatt Corp159.85%2.0
9Superior Industries International INC157.97%9.0
10Harley Davidson INC155.20%5.0
11Gentherm Inc155.00%9.0
12Oshkosh CORP153.45%-4.0
13Rivian Automotive Inc DE153.42%0.0
14Securetech Innovations Inc147.30%3.0
15Miller Industries INC TN144.32%-6.0
16FOX Factory Holding CORP142.35%0.0
17AEye Inc142.19%0.0
18Dorman Products Inc140.97%-12.0
19Visteon CORP140.72%3.0
20Federal Signal CORP DE137.90%-1.0
21Tesla Inc129.10%5.0
22Standard Motor Products INC128.55%-1.0
23Proterra Inc125.36%0.0
24Aptiv PLC119.48%0.0
25China Automotive Systems INC117.87%4.0
26Borgwarner INC116.14%-19.0
27REV Group Inc113.61%6.0
28Stoneridge INC112.65%-1.0
29Bird Global Inc111.65%0.0
30LCI Industries108.16%-2.0
31Autoliv INC107.01%3.0
32LEAR CORP105.44%-2.0
33Motorcar Parts OF America INC105.04%-1.0
34Holley Inc104.17%0.0
35Adient plc103.65%8.0
36Patrick Industries INC103.45%0.0
37General Motors Co98.87%2.0
38Icahn Enterprises L P98.65%-3.0
39DANA Inc97.64%-3.0
40Ideanomics INC96.37%-17.0
41Commercial Vehicle Group Inc95.74%0.0
42Arriver Holdco Inc94.80%-11.0
43FORD Motor CO90.95%-1.0
44NU RIDE INC90.10%-40.0
45Unique Fabricating Inc89.56%-8.0
46Allison Transmission Holdings Inc89.17%-8.0
47Fisker Inc DE88.84%-44.0
48Lucid Group Inc84.32%0.0
49American AXLE Manufacturing Holdings INC74.23%-4.0
50Tenneco INC70.57%-4.0
51Garrett Motion Inc70.45%1.0
52Arcimoto Inc70.36%-36.0
53Cooper Standard Holdings Inc66.52%-13.0
54Nikola Corp64.86%-41.0
55Canoo Inc64.85%-41.0
56Blue Bird Corp64.82%-8.0
57Luminar Technologies Inc DE64.79%-7.0
58Horizon Global Corp64.32%-11.0
59Lightning Emotors Inc61.43%0.0
60Omnitek Engineering Corp60.72%-7.0
61Evil Empire Designs Inc49.20%-7.0
62Makingorg INC42.24%-7.0
63Workhorse Group Inc22.98%-51.0
64Amanasu Techno Holdings CORP17.95%-8.0
65Empery Digital Inc2.34%0.0
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


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