2023 US Consulting

Financial Strength Rankings using Artificial Intelligence

Top rated8 of 33
Best rating249 %
Worst rating-1,957 %
New companies5
Negative Economic Capital Ratio11 of 33

Ciso Global Inc climbed 16 positions from 26 to 10 due to its excellent Intangible Assets.Pineapple INC lost 24 positions from 9 to 33 due to its bad Net Income.GPB Holdings Ii Lp entered the 2023 ranking at rank 1, making it the best newcomer.

Revenues23.6 B
Assets22.4 B
Expenses22.2 B
Stockholders Equity8.94 B
Unprofitable Companies19 of 33
RankCompanySealRating ValueTrend
1GPB Holdings Ii Lp248.85%0.0
2Pharma Bio Serv Inc225.60%2.0
3Mastech Digital Inc224.55%2.0
4RMR Group INC195.63%-1.0
5Exponent INC153.66%1.0
6Astrana Health Inc143.77%1.0
7Wilhelmina International Inc143.30%1.0
8Montrose Environmental Group Inc124.41%5.0
9FTI Consulting INC122.64%2.0
10Ciso Global Inc112.32%16.0
11Huron Consulting Group Inc107.08%1.0
12Bowman Consulting Group Ltd104.66%-2.0
13Information Services Group Inc95.51%3.0
14Hackett Group INC93.08%-13.0
15ICF International Inc87.25%0.0
16Genpact LTD85.83%1.0
17Americann Inc71.60%3.0
18Medicine Man Technologies Inc67.10%-4.0
19Agilethought Inc55.53%0.0
20Booz Allen Hamilton Holding Corp43.47%0.0
21Castellum Inc26.40%0.0
22TSS Inc.15.23%0.0
231847 Holdings LLC-24.89%1.0
24Next Chemx Corporation-47.23%-1.0
25Ryvyl Inc-74.99%-4.0
26Longwen Group Corp-235.26%0.0
27Hypha Labs Inc-266.97%0.0
28Marvion Inc-303.12%1.0
29Balance Labs Inc-307.71%-1.0
30Panamera Holdings Corp-342.86%0.0
31Hestia Insight Inc-372.07%-1.0
32Leopard Energy Inc-576.49%-14.0
33Pineapple INC-1957.30%-24.0
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


United States Ratings

German Insurance Ratings

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