2011 US Motor

Financial Strength Rankings using Artificial Intelligence

Top rated2 of 9
Best rating209 %
Worst rating64.8 %
New companies7
Negative Economic Capital Ratio

Harley Davidson INC climbed 0 positions from 2 to 2 due to its excellent Stockholders Equity.Borgwarner INC lost 2 positions from 1 to 3 due to its bad Liabilities, Current.Gentex CORP entered the 2011 ranking at rank 1, making it the best newcomer.The biggest company by assets, Navistar International CORP, is only ranked at place 9 whereas the smallest company, Gentex CORP, is financially stronger at rank 1.

Revenues58.1 B
Assets47.9 B
Expenses54.6 B
Stockholders Equity20.9 B
Unprofitable Companies
RankCompanySealRating ValueTrend
1Gentex CORP209.33%0.0
2Harley Davidson INC163.11%0.0
3Borgwarner INC162.69%-2.0
4Clarcor INC161.35%0.0
5Oshkosh CORP151.33%0.0
6Autoliv INC132.43%0.0
7ZF TRW Automotive Holdings CORP98.43%0.0
8Wabco Holdings Inc82.02%0.0
9Navistar International CORP64.79%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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