2020 US Food

Financial Strength Rankings using Artificial Intelligence

Top rated10 of 40
Best rating221 %
Worst rating42.5 %
New companies5
Negative Economic Capital Ratio

Chase General CORP climbed 14 positions from 32 to 18 due to its excellent Revenues.Planet Green Holdings Corp lost 9 positions from 1 to 10 due to its bad Revenues.Tattooed Chef Inc entered the 2020 ranking at rank 3, making it the best newcomer.

Revenues148 B
Assets208 B
Expenses135 B
Stockholders Equity96.1 B
Unprofitable Companies
RankCompanySealRating ValueTrend
1Lancaster Colony CORP221.17%1.0
2J J Snack Foods CORP213.10%1.0
3Tattooed Chef Inc212.64%0.0
4Medifast INC210.40%0.0
5Ingredion Inc204.30%4.0
6Rocky Mountain Chocolate Factory Inc204.09%2.0
7Sanderson Farms INC203.94%-1.0
8Tyson Foods INC202.08%-3.0
9Flowers Foods INC201.40%-2.0
10Planet Green Holdings Corp197.27%-9.0
11Tootsie ROLL Industries INC196.33%1.0
12Beyond MEAT INC191.97%0.0
13Tofutti Brands INC187.67%-2.0
14Sanfilippo JOHN B SON INC186.58%3.0
15Lifeway Foods Inc186.34%3.0
16Thanksgiving Coffee CO INC182.27%4.0
17Coffee Holding CO INC175.95%0.0
18Chase General CORP172.02%14.0
19Bridgford Foods CORP164.62%-4.0
20Freshpet Inc164.55%-6.0
21Hostess Brands Inc163.80%0.0
22Mondelez International Inc162.33%1.0
23Lifecore Biomedical INC DE162.13%-7.0
24HAIN Celestial Group INC156.93%-5.0
25Hershey CO155.92%2.0
26Mccormick CO INC154.31%-2.0
27Conagra Brands INC151.80%-5.0
28General Mills INC149.18%0.0
29Lamb Weston Holdings Inc143.29%0.0
30Post Holdings Inc143.02%1.0
31Ricebran Technologies136.36%-1.0
32DEAN Foods CO133.52%-7.0
33Farmer Brothers CO129.66%-7.0
34Mama s Creations Inc128.63%2.0
35Blue Star Foods Corp128.56%-1.0
36TEO Foods INC126.59%1.0
37Netbrands Corp125.89%-2.0
38Barfresh FOOD Group INC118.35%0.0
39Greenway Technologies INC93.07%0.0
40Nightfood Holdings Inc42.47%0.0
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.


Industry Index

The RealRate Industry Index shows how the financial health of the sector has evolved over time. The evolution of the index is shown for both the median and the distribution of companies. The changes in the index are shown in the lower part.


Feature Importance


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