2021 US Brokers

Financial Strength Rankings using Artificial Intelligence

Top rated19 of 76
Best rating279 %
Worst rating47.9 %
New companies8
Negative Economic Capital Ratio

Invesco DB US Dollar Index Bearish FUND climbed 35 positions from 51 to 16 due to its excellent Stockholders Equity.United States Oil Fund LP lost 48 positions from 2 to 50 due to its bad Trading Gains and Losses.SPDR GOLD Trust entered the 2021 ranking at rank 8, making it the best newcomer.

Revenues156 B
Assets1.43 K
Expenses135 B
Stockholders Equity290 B
Unprofitable Companies
RankCompanySealRating ValueTrend
1United States Gasoline Fund LP278.71%0.0
2United States Brent Oil Fund LP250.14%1.0
3Abrdn Silver ETF Trust243.19%12.0
4United States 12 Month Oil Fund LP238.05%1.0
5Invesco DB Gold Fund232.69%2.0
6Invesco DB Precious Metals Fund228.68%5.0
7Invesco DB Silver FUND227.96%6.0
8SPDR GOLD Trust217.77%0.0
9Abrdn Precious Metals Basket ETF Trust217.35%-1.0
10World Gold Trust209.31%0.0
11Invesco DB BASE Metals FUND207.99%23.0
12Goldman Sachs Physical Gold ETF207.24%0.0
13Amplify Commodity Trust205.01%0.0
14Invesco DB Oil Fund204.56%-10.0
15Invesco DB Agriculture FUND194.62%17.0
16Invesco DB US Dollar Index Bearish FUND193.56%35.0
17Graniteshares Gold Trust186.60%0.0
18Invesco Currencyshares Canadian Dollar Trust186.51%3.0
19Invesco Currencyshares Australian Dollar Trust186.29%28.0
20Invesco Currencyshares Japanese Yen Trust185.64%6.0
21Invesco Currencyshares Euro Trust185.23%6.0
22Invesco Currencyshares Swiss Franc Trust185.14%6.0
23Price T ROWE Group INC184.85%-4.0
24Ceres Tactical Commodity L P181.24%12.0
25United States 12 Month Natural Gas Fund LP180.46%24.0
26Invesco DB G10 Currency Harvest Fund180.15%-9.0
27Campbell FUND Trust179.63%-9.0
28Campbell Strategic Allocation FUND LP174.23%-6.0
29Invesco Currencyshares British Pound Sterling Trust173.28%-5.0
30Associated Capital Group Inc172.94%8.0
31MAN AHL Diversified I LP172.48%9.0
32Invesco DB Commodity Index Tracking Fund170.34%-22.0
33Managed Futures Premier Warrington L P168.43%11.0
34SEI Investments CO165.74%8.0
35Locorr Futures Portfolio FUND L P165.34%-6.0
36Graniteshares Platinum Trust163.13%0.0
37Invesco DB US Dollar Index Bullish Fund161.81%-4.0
38Ceres Tactical Systematic L P161.28%-3.0
39Tradeweb Markets Inc160.94%7.0
40Ceres Classic L P159.46%-28.0
41Nestor Partners156.28%-18.0
42Grant PARK Futures FUND Limited Partnership155.90%-22.0
43Global Macro Trust152.59%-12.0
44Invesco DB Energy Fund152.30%-38.0
45Marketaxess Holdings INC150.46%0.0
46Gamco Investors INC ET AL122.07%9.0
47Waddell REED Financial INC119.17%5.0
48Morgan Group Holding CO113.24%8.0
49United States Natural Gas Fund LP110.61%-1.0
50United States Oil Fund LP106.41%-48.0
51Cboe Global Markets Inc105.90%2.0
52Nasdaq INC101.88%6.0
53Piper Sandler Companies95.73%4.0
54Altegris Winton Futures Fund L P92.96%-15.0
55Wisdomtree Inc88.13%4.0
56National Holdings CORP85.32%-2.0
57Freedom Holding Corp82.13%4.0
58LPL Financial Holdings Inc73.80%0.0
59JMP Group LLC72.50%0.0
60Virtu Financial Inc71.42%13.0
61Blackrock Finance Inc70.87%4.0
62CME Group INC69.67%-2.0
63BGC Group Inc69.10%3.0
64Greenhill CO INC68.52%10.0
65Jefferies Financial Group Inc67.86%2.0
66Stifel Financial CORP64.87%4.0
67Cowen INC64.60%-4.0
68Raymond James Financial INC63.84%1.0
69Jefferies Group LLC62.16%2.0
70Schwab Charles CORP58.97%6.0
71Interactive Brokers Group Inc56.90%4.0
72Stonex Group Inc54.41%5.0
73Jones Financial Companies LLLP52.43%5.0
74Navient CORP50.78%5.0
75Cohen Co Inc49.69%5.0
76Antiaging Quantum Living Inc47.90%5.0
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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