2011 US Brokers

Financial Strength Rankings using Artificial Intelligence

Top rated5 of 22
Best rating245 %
Worst rating8.30 %
New companies19
Negative Economic Capital Ratio

Price T Rowe Group INC climbed -4 positions from 1 to 5 due to its excellent Revenues.Intercontinental Exchange Holdings Inc lost 16 positions from 3 to 19 due to its bad Liabilities, Current.Invesco Db Agriculture Fund entered the 2011 ranking at rank 1, making it the best newcomer.The biggest company by assets, Goldman Sachs Group INC, is only ranked at place 20 whereas the smallest company, Greenhill Co INC, is financially stronger at rank 7.

Revenues59.1 B
Assets2.15 K
Expenses62.3 B
Stockholders Equity243 B
Unprofitable Companies
RankCompanySealRating ValueTrend
1Invesco Db Agriculture Fund245.06%0.0
2Invesco Db Commodity Index Tracking Fund243.53%0.0
3Ishares Silver Trust231.95%0.0
4Ishares Gold Trust225.68%0.0
5Price T Rowe Group INC218.90%-4.0
6SEI Investments Co217.04%0.0
7Greenhill Co INC143.22%0.0
8KBW INC.114.69%0.0
9CME Group INC94.05%0.0
10Waddell Reed Financial INC89.63%0.0
11Nyse Euronext82.60%-9.0
12Virtu ITG Holdings LLC47.64%0.0
13Nasdaq INC41.54%0.0
14Knight Capital Group LLC40.50%0.0
15Stifel Financial Corp39.52%0.0
16Td Ameritrade Holding Corp37.51%0.0
17Blackrock Finance Inc19.09%0.0
18Raymond James Financial INC19.00%0.0
19Intercontinental Exchange Holdings Inc14.13%-16.0
20Goldman Sachs Group INC10.89%0.0
21Morgan Stanley10.13%0.0
22Schwab Charles Corp8.30%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.


Industry Index

The RealRate Industry Index shows how the financial health of the sector has evolved over time. The evolution of the index is shown for both the median and the distribution of companies. The changes in the index are shown in the lower part.


Feature Importance


United States Ratings

German Insurance Ratings

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