2011 US Brokers
Financial Strength Rankings using Artificial Intelligence
| Top rated | 6 of 24 |
| Best rating | 207 % |
| Worst rating | 50.2 % |
| New companies | 21 |
| Negative Economic Capital Ratio |
| Rank | Company | Seal | Rating Value | Trend | ||
|---|---|---|---|---|---|---|
 | 1 | Invesco DB Agriculture FUND |  | 207.05% | 0.0 |  |
 | 2 | Invesco DB Commodity Index Tracking Fund | | 204.47% | 0.0 | |
 | 3 | Ishares Silver Trust | | 193.95% | 0.0 | |
 | 4 | Price T ROWE Group INC | | 188.76% | -3.0 |  |
| 5 | Ishares GOLD Trust | | 188.34% | 0.0 | |
 | 6 | SEI Investments CO | | 187.00% | 0.0 | |
 | 7 | Greenhill CO INC | 137.92% | 0.0 | | |
| 8 | KBW INC. | 120.18% | 0.0 | | |
 | 9 | CME Group INC | 108.90% | 0.0 | | |
 | 10 | Waddell REED Financial INC | 108.84% | 0.0 | | |
| 11 | NYSE Euronext | 102.93% | -9.0 |  | |
 | 12 | Virtu ITG Holdings LLC | 82.11% | 0.0 | | |
 | 13 | Nasdaq INC | 78.95% | 0.0 | | |
| 14 | Knight Capital Group LLC | 77.74% | 0.0 | | |
 | 15 | Stifel Financial CORP | 76.77% | 0.0 | | |
 | 16 | TD Ameritrade Holding CORP | 76.15% | 0.0 | | |
 | 17 | Raymond James Financial INC | 62.97% | 0.0 | | |
 | 18 | Blackrock Finance Inc | 62.89% | 0.0 | | |
| 19 | Intercontinental Exchange Holdings Inc | 59.29% | -16.0 | | |
| 20 | Optionsxpress Holdings Inc | 57.99% | 0.0 | | |
| 21 | Goldman Sachs Group INC | 56.72% | 0.0 | | |
| 22 | Morgan Stanley | 56.03% | 0.0 | | |
 | 23 | Schwab Charles CORP | 54.64% | 0.0 | | |
| 24 | MF Global Holdings Ltd | 50.17% | 0.0 | | |
| Rank | Company | Seal | Rating Value | Trend |
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
