2023 US Food

Financial Strength Rankings using Artificial Intelligence

Top rated12 of 51
Best rating241 %
Worst rating-691 %
New companies5
Negative Economic Capital Ratio16 of 51

Bridgford Foods Corp climbed 20 positions from 21 to 1 due to its excellent Net Income.Laird Superfood Inc lost 44 positions from 2 to 46 due to its bad Net Income.Flowers Foods INC entered the 2023 ranking at rank 5, making it the best newcomer.

Revenues252 B
Assets383 B
Expenses233 B
Stockholders Equity182 B
Unprofitable Companies24 of 51
RankCompanySealRating ValueTrend
1Bridgford Foods Corp241.04%20.0
2Tyson Foods INC234.93%2.0
3Lancaster Colony Corp229.59%0.0
4J J Snack Foods Corp215.35%1.0
5Flowers Foods INC215.23%0.0
6Medifast INC214.01%2.0
7Freshpet Inc210.01%-1.0
8Tootsie Roll Industries INC194.12%2.0
9Sanfilippo John B SON INC167.43%3.0
10Vital Farms Inc159.80%1.0
11KELLANOVA149.27%0.0
12Lifeway Foods Inc147.36%0.0
13Tofutti Brands INC129.07%0.0
14Chase General Corp110.96%-7.0
15Hostess Brands Inc108.95%3.0
16Kraft Heinz Co106.44%1.0
17J M Smucker Co103.75%-1.0
18Ingredion Inc89.74%1.0
19Hershey Co85.19%5.0
20General Mills INC81.17%6.0
21Hain Celestial Group INC80.16%-8.0
22Coffee Holding Co INC78.15%-7.0
23Conagra Brands INC77.15%0.0
24Mondelez International Inc72.70%-4.0
25Mccormick Co INC72.04%2.0
26Pilgrims Pride Corp65.48%9.0
27Post Holdings Inc64.11%9.0
28Campbell Soup Co59.77%1.0
29Sovos Brands Inc58.36%-4.0
30Treehouse Foods Inc57.35%0.0
31Farmer Brothers Co39.38%7.0
32Whole Earth Brands Inc33.57%0.0
33B G Foods Inc32.60%0.0
34Lamb Weston Holdings Inc21.75%3.0
35Ricebran Technologies5.40%4.0
36Benson Hill Inc-2.51%4.0
37Planet Green Holdings Corp-5.66%-15.0
38Lifecore Biomedical INC De-23.21%-4.0
39Bellring Brands INC-34.26%2.0
40Beyond Meat INC-89.92%2.0
41Tattooed Chef Inc-107.18%-13.0
42Stryve Foods INC-149.67%1.0
43Nate S Food Co-192.66%5.0
44Netbrands Corp-242.38%1.0
45Barfresh Food Group INC-249.68%-31.0
46Laird Superfood Inc-285.48%-44.0
47Blue Star Foods Corp-316.83%-16.0
48TEO Foods INC-324.02%2.0
49Greenway Technologies INC-329.20%2.0
50Yuenglings Ice Cream Corp-343.74%-3.0
51Nightfood Holdings Inc-690.84%-7.0
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 Plot compares the forecasted company valuation with the observed stock market values. A positive correlation suggests that the model effectively explains market prices.


Feature Importance

The Feature Importance Graph highlights the most important industry features for the industry. These variables have the greatest impact on financial health, shown as the last variable at the bottom of the causal graph.


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