2021 US Food

Financial Strength Rankings using Artificial Intelligence

Top rated10 of 43
Best rating309 %
Worst rating-8,645 %
New companies11
Negative Economic Capital Ratio10 of 43

Freshpet Inc climbed 15 positions from 19 to 4 due to its excellent Liabilities, Current.Chase General Corp lost 14 positions from 17 to 31 due to its bad Expenses.Vital Farms Inc entered the 2021 ranking at rank 8, making it the best newcomer.

Revenues194 B
Assets340 B
Expenses181 B
Stockholders Equity154 B
Unprofitable Companies18 of 43
RankCompanySealRating ValueTrend
1Tattooed Chef Inc308.67%1.0
2Lancaster Colony Corp261.45%-1.0
3Tyson Foods INC235.56%3.0
4Freshpet Inc223.09%15.0
5Sanderson Farms INC218.89%-1.0
6Medifast INC217.18%1.0
7J J Snack Foods Corp216.67%-4.0
8Vital Farms Inc211.80%0.0
9Tootsie Roll Industries INC192.63%0.0
10Lifeway Foods Inc192.34%2.0
11Laird Superfood Inc191.09%0.0
12Coffee Holding Co INC150.47%4.0
13Sanfilippo John B SON INC150.34%0.0
14Beyond Meat INC137.42%-4.0
15Hain Celestial Group INC126.37%7.0
16Ingredion Inc92.81%-11.0
17Kraft Heinz Co92.35%0.0
18Bridgford Foods Corp91.44%0.0
19Hostess Brands Inc91.39%1.0
20Mondelez International Inc82.58%3.0
21Hershey Co70.76%4.0
22Mccormick Co INC68.72%2.0
23Conagra Brands INC68.59%3.0
24Campbell Soup Co64.04%0.0
25General Mills INC62.10%3.0
26Pilgrims Pride Corp60.78%0.0
27Treehouse Foods Inc56.82%0.0
28Lifecore Biomedical INC De54.32%-7.0
29Post Holdings Inc36.81%0.0
30Ricebran Technologies31.77%-3.0
31Chase General Corp29.49%-14.0
32Lamb Weston Holdings Inc23.66%0.0
33Farmer Brothers Co18.19%-2.0
34Bellring Brands INC-12.88%0.0
35Barfresh Food Group INC-118.53%0.0
36Blue Star Foods Corp-118.76%-4.0
37Nutralife Biosciences INC-123.58%0.0
38TEO Foods INC-336.17%-4.0
39Greenway Technologies INC-391.00%-2.0
40Bio En Holdings Corp-457.57%0.0
41Sipup Corp-465.97%0.0
42Nightfood Holdings Inc-482.70%-6.0
43Netbrands Corp-8645.01%-10.0
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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