2017 US Brokers

Financial Strength Rankings using Artificial Intelligence

Top rated21 of 85
Best rating244 %
Worst rating47.3 %
New companies13
Negative Economic Capital Ratio

United States Diesel Heating Oil Fund LP climbed 71 positions from 74 to 3 due to its excellent Stockholders Equity.United States Short Oil Fund LP lost 62 positions from 1 to 63 due to its bad Revenues.Invesco DB Commodity Index Tracking Fund entered the 2017 ranking at rank 4, making it the best newcomer.The biggest company by assets, Schwab Charles CORP, is only ranked at place 78 whereas the smallest company, Sky Constant Century Inc, is financially stronger at rank 56.

Revenues54.4 B
Assets889 B
Expenses69.0 B
Stockholders Equity160 B
Unprofitable Companies
RankCompanySealRating ValueTrend
1United States Brent Oil Fund LP244.08%64.0
2Abrdn Palladium ETF Trust228.05%70.0
3United States Diesel Heating Oil Fund LP219.23%71.0
4Invesco DB Commodity Index Tracking Fund212.57%0.0
5Invesco DB BASE Metals FUND209.19%66.0
6SPDR GOLD Trust208.48%0.0
7Invesco DB Energy Fund206.52%60.0
8Invesco DB Oil Fund205.22%61.0
9United States Oil Fund LP204.33%51.0
10Nestor Partners200.80%-5.0
11Invesco DB G10 Currency Harvest Fund199.55%22.0
12United States Gasoline Fund LP198.84%24.0
13Abrdn Gold ETF Trust196.25%33.0
14Managed Futures Premier Energy Fund L P II193.56%25.0
15Price T ROWE Group INC192.33%-12.0
16Global Macro Trust192.13%-6.0
17Managed Futures Premier Energy FUND L P191.72%24.0
18Wisdomtree Continuous Commodity Index Master Fund191.34%0.0
19Invesco DB US Dollar Index Bullish Fund191.03%-15.0
20Ceres Tactical Commodity L P190.17%25.0
21Abrdn Precious Metals Basket ETF Trust190.06%0.0
22Marketaxess Holdings INC189.82%-16.0
23Abrdn Platinum ETF Trust189.54%38.0
24United States 12 Month Oil Fund LP188.62%33.0
25Managed Futures Premier Warrington L P186.95%-17.0
26Rogers International RAW Materials FUND LP186.14%38.0
27Invesco DB Gold Fund185.04%13.0
28United States Commodity Index Funds Trust179.30%19.0
29Invesco DB Agriculture FUND179.18%22.0
30Invesco DB US Dollar Index Bearish FUND178.86%0.0
31United States Natural Gas Fund LP178.52%39.0
32Grant PARK Futures FUND Limited Partnership178.14%16.0
33United States 12 Month Natural Gas Fund LP177.23%21.0
34Invesco DB Precious Metals Fund176.96%0.0
35Locorr Futures Portfolio FUND L P171.68%-7.0
36Westport Futures FUND L P171.14%17.0
37Ceres Abingdon L P169.98%-7.0
38Altegris Winton Futures Fund L P167.36%-1.0
39MAN FRM Managed Futures Strategies LLC167.25%-1.0
40Associated Capital Group Inc166.73%0.0
41Cboe Global Markets Inc165.42%-27.0
42World Monitor Trust III Series J165.03%1.0
43SEI Investments CO162.45%-8.0
44Emerging CTA Portfolio LP160.95%0.0
45Ceres Tactical Global L P159.10%-43.0
46Ceres Tactical Macro L P154.48%0.0
47Ceres Tactical Systematic L P153.79%-31.0
48Diversified 2000 Futures FUND L P153.20%-39.0
49Wisdomtree Inc152.72%-23.0
50Campbell FUND Trust151.65%-21.0
51Potomac Futures FUND LP147.61%-20.0
52Ceres Classic L P145.56%-40.0
53Campbell Strategic Allocation FUND LP144.25%-21.0
54Morgan Stanley Smith Barney Spectrum Select LP142.03%-20.0
55Global Diversified Futures FUND L P138.21%-30.0
56Sky Constant Century Inc134.15%-49.0
57Greenhill CO INC126.30%2.0
58Waddell REED Financial INC120.87%4.0
59KMP Futures Fund I LLC120.17%-17.0
60Ladenburg Thalmann Financial Services INC113.64%3.0
61Invesco DB Silver FUND113.23%0.0
62Cowen INC105.37%4.0
63United States Short Oil Fund LP103.59%-62.0
64Virtu ITG Holdings LLC95.53%13.0
65Nasdaq INC85.31%8.0
66Capital Financial Holdings Inc84.07%2.0
67National Holdings CORP81.04%-9.0
68Virtu KCG Holdings LLC72.38%10.0
69Intercontinental Exchange Inc69.31%11.0
70GAIN Capital Holdings Inc68.14%9.0
71TD Ameritrade Holding CORP67.25%11.0
72Raymond James Financial INC64.82%0.0
73Virtu Financial Inc62.35%11.0
74Stifel Financial CORP61.76%9.0
75Blackrock Finance Inc61.68%10.0
76Jefferies Group LLC61.27%0.0
77Cohen Co Inc56.03%9.0
78Schwab Charles CORP55.56%13.0
79Stonex Group Inc55.47%11.0
80Jones Financial Companies LLLP55.44%9.0
81Global Brokerage Inc53.92%12.0
82FBR & Co.52.07%-1.0
83Navient CORP51.38%9.0
84Freedom Holding Corp47.89%0.0
85Gamco Investors INC ET AL47.32%9.0
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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