2021 US Food

Financial Strength Rankings using Artificial Intelligence

Top rated11 of 46
Best rating235 %
Worst rating0.000000000000000000000000000000000000000000000000000000000000000000000510 %
New companies11
Negative Economic Capital Ratio

Freshpet Inc climbed 15 positions from 20 to 5 due to its excellent Stockholders Equity.Chase General CORP lost 16 positions from 18 to 34 due to its bad Expenses.Vital Farms Inc entered the 2021 ranking at rank 8, making it the best newcomer.

Revenues202 B
Assets357 B
Expenses187 B
Stockholders Equity162 B
Unprofitable Companies
RankCompanySealRating ValueTrend
1Tattooed Chef Inc234.81%2.0
2Lancaster Colony CORP218.08%-1.0
3Medifast INC210.51%1.0
4Tyson Foods INC208.15%4.0
5Freshpet Inc202.34%15.0
6Sanderson Farms INC201.86%1.0
7J J Snack Foods CORP201.04%-5.0
8Vital Farms Inc200.88%0.0
9Tootsie ROLL Industries INC195.32%2.0
10Lifeway Foods Inc195.01%5.0
11Rocky Mountain Chocolate Factory Inc194.91%-5.0
12Laird Superfood Inc187.06%0.0
13Sanfilippo JOHN B SON INC183.33%1.0
14Coffee Holding CO INC179.95%3.0
15HAIN Celestial Group INC173.27%9.0
16Beyond MEAT INC172.57%-4.0
17J M Smucker Co163.34%0.0
18Ingredion Inc162.94%-13.0
19Kraft Heinz Co161.21%0.0
20Hostess Brands Inc161.15%1.0
21Bridgford Foods CORP160.98%-2.0
22Mondelez International Inc158.81%0.0
23Hershey CO157.14%2.0
24Campbell S Co155.64%0.0
25Mccormick CO INC154.88%1.0
26Conagra Brands INC154.06%1.0
27General Mills INC151.97%1.0
28Pilgrims Pride CORP151.20%0.0
29Treehouse Foods Inc149.30%0.0
30Mama s Creations Inc146.05%4.0
31Lifecore Biomedical INC DE145.74%-8.0
32Post Holdings Inc142.22%-2.0
33Lamb Weston Holdings Inc138.87%-4.0
34Chase General CORP135.17%-16.0
35Farmer Brothers CO130.56%-2.0
36Ricebran Technologies128.64%-5.0
37Bellring Brands INC128.56%0.0
38Blue Star Foods Corp124.71%-3.0
39Nutralife Biosciences INC124.24%0.0
40Barfresh FOOD Group INC123.63%-2.0
41NATE S FOOD CO116.43%0.0
42Nightfood Holdings Inc116.10%-2.0
43TEO Foods INC105.54%-7.0
44Greenway Technologies INC101.48%-5.0
45Bio En Holdings Corp90.22%0.0
46Netbrands Corp0.00%-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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