2021 US Semiconductors

Financial Strength Rankings using Artificial Intelligence

Top rated17 of 70
Best rating540 %
Worst rating-1,170 %
New companies11
Negative Economic Capital Ratio10 of 70

Magnachip Semiconductor Corp climbed 58 positions from 59 to 1 due to its excellent Net Income.Pixelworks INC lost 20 positions from 38 to 58 due to its bad Net Income.Allegro Microsystems INC entered the 2021 ranking at rank 20, making it the best newcomer.

Revenues233 B
Assets474 B
Expenses187 B
Stockholders Equity311 B
Unprofitable Companies32 of 70
RankCompanySealRating ValueTrend
1Magnachip Semiconductor Corp540.07%58.0
2Advanced Micro Devices INC437.95%28.0
3Power Integrations INC436.16%-2.0
4Intel Corp430.01%1.0
5Skyworks Solutions INC425.34%-2.0
6Microchip Technology INC410.55%5.0
7Techpoint Inc409.53%3.0
8IPG Photonics Corp407.94%-2.0
9Semtech Corp407.30%-2.0
10Monolithic Power Systems INC406.95%-1.0
11Rubicon Technology Inc405.47%-3.0
12Xilinx INC397.65%-10.0
13Acacia Communications Inc390.73%2.0
14Marvell Technology Group LTD388.23%13.0
15AXT INC374.79%1.0
16Photronics INC351.39%2.0
17Nvidia Corp350.63%-13.0
18Formfactor INC349.64%3.0
19First Solar INC332.18%12.0
20Allegro Microsystems INC321.78%0.0
21Micron Technology INC297.77%-8.0
22Kulicke Soffa Industries INC296.41%4.0
23GSI Technology INC295.43%-11.0
24Texas Instruments INC290.54%-1.0
25Ambarella INC290.04%-8.0
26Lightpath Technologies INC277.07%3.0
27Sitime Corp272.88%19.0
28Beam Global263.28%32.0
29Qorvo Inc257.33%-5.0
30Nlight INC255.47%-10.0
31DSP Group INC De246.15%0.0
32Solitron Devices INC244.71%0.0
33Applied Materials INC De223.61%3.0
34Analog Devices INC210.24%0.0
35Adeia Inc200.58%0.0
36Diodes INC DEL196.12%-14.0
37Ultra Clean Holdings Inc194.89%10.0
38Ichor Holdings LTD191.93%11.0
39Wolfspeed INC191.15%-2.0
40Neophotonics Corp189.42%11.0
41Synaptics Inc184.68%3.0
42Amkor Technology INC177.74%0.0
43Enphase Energy Inc172.31%-11.0
44Alpha Omega Semiconductor Ltd169.16%0.0
45CMC Materials Inc168.42%0.0
46Kopin Corp167.06%0.0
47Emcore Corp164.38%7.0
48OSI Systems INC162.31%-8.0
49Atomera Inc146.72%18.0
50Isun INC139.28%5.0
51Applied Optoelectronics INC137.34%1.0
52On Semiconductor Corp133.70%-4.0
53Broadcom Inc105.27%0.0
54Inphi Corp71.95%-1.0
55Smart Global Holdings Inc71.69%-14.0
56Maxlinear INC66.09%-17.0
57Macom Technology Solutions Holdings Inc53.03%6.0
58Pixelworks INC41.80%-20.0
59Everspin Technologies INC34.18%3.0
60Semileds Corp26.47%4.0
61Emagin Corp-14.79%-11.0
62Meta Materials INC-74.28%0.0
63On Track Innovations LTD-109.75%-2.0
64Peraso Inc-111.48%-7.0
65Ascent Solar Technologies Inc-235.03%0.0
66Resonant Inc-246.85%3.0
67Transphorm Inc-358.18%0.0
68Wisa Technologies INC-410.54%2.0
69Odyssey Semiconductor Technologies Inc-474.06%-3.0
70Sunhydrogen INC-1169.65%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.


Feature Importance


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