2023 US Semiconductors

Financial Strength Rankings using Artificial Intelligence

Top rated19 of 79
Best rating1,014 %
Worst rating-1,832 %
New companies3
Negative Economic Capital Ratio20 of 79

Sunhydrogen INC climbed 80 positions from 81 to 1 due to its excellent Net Income.Tempo Automation Holdings Inc lost 72 positions from 7 to 79 due to its bad Net Income.NVE Corp NEW entered the 2023 ranking at rank 2, making it the best newcomer.

Revenues306 B
Assets665 B
Expenses244 B
Stockholders Equity456 B
Unprofitable Companies36 of 79
RankCompanySealRating ValueTrend
1Sunhydrogen INC1013.83%80.0
2NVE Corp NEW571.87%0.0
3Power Integrations INC520.61%-1.0
4Navitas Semiconductor Corp508.16%70.0
5Techpoint Inc507.00%-4.0
6Semtech Corp452.71%-2.0
7Microchip Technology INC449.79%6.0
8Monolithic Power Systems INC443.55%-2.0
9Sitime Corp440.72%-6.0
10Kulicke Soffa Industries INC437.97%-1.0
11Alpha Omega Semiconductor Ltd427.90%25.0
12Advanced Micro Devices INC422.42%-1.0
13Solitron Devices INC414.42%-5.0
14Allegro Microsystems INC410.12%5.0
15Micron Technology INC357.86%3.0
16Intel Corp357.32%-11.0
17Formfactor INC342.65%-3.0
18Texas Instruments INC337.61%-1.0
19Credo Technology Group Holding Ltd333.75%9.0
20Lattice Semiconductor Corp328.10%15.0
21Nvidia Corp322.23%6.0
22Photronics INC316.57%-2.0
23Everspin Technologies INC316.51%-2.0
24Macom Technology Solutions Holdings Inc314.55%29.0
25Diodes INC DEL312.33%7.0
26AXT INC311.94%-16.0
27Magnachip Semiconductor Corp307.89%-11.0
28Ambarella INC305.91%2.0
29Analog Devices INC298.76%-5.0
30Viavi Solutions INC295.44%3.0
31Skyworks Solutions INC288.00%-9.0
32Shoals Technologies Group Inc281.74%34.0
33Qorvo Inc277.47%-8.0
34Applied Materials INC De260.54%-3.0
35Micropac Industries INC253.26%0.0
36On Semiconductor Corp246.50%5.0
37Marvell Technology Inc246.40%-14.0
38First Solar INC246.04%-23.0
39Silicon Laboratories INC245.83%0.0
40Maxlinear INC243.47%8.0
41Amkor Technology INC232.87%-3.0
42Nlight INC214.88%-13.0
43Ichor Holdings LTD209.32%2.0
44GSI Technology INC198.23%0.0
45Wolfspeed INC179.08%12.0
46Synaptics Inc177.21%6.0
47OSI Systems INC168.57%-1.0
48Pixelworks INC167.26%7.0
49Broadcom Inc157.37%5.0
50Lightpath Technologies INC156.23%-7.0
51Ultra Clean Holdings Inc155.95%-1.0
52Emcore Corp144.38%-40.0
53Ideal Power Inc137.59%-27.0
54Enphase Energy Inc128.01%7.0
55Transphorm Inc99.76%0.0
56Emagin Corp84.07%7.0
57Smart Global Holdings Inc82.48%5.0
58Sunpower Corp57.26%-16.0
59Applied Optoelectronics INC39.45%-3.0
60Semileds Corp-12.12%7.0
61Quicklogic Corp-15.55%9.0
62Arteris Inc-16.91%2.0
63Skywater Technology Inc-17.69%5.0
64SPI Energy Co Ltd-41.28%7.0
65Adeia Inc-41.96%-16.0
66Kopin Corp-59.18%-7.0
67Beam Global-80.68%-27.0
68Atomera Inc-116.25%-3.0
69Netlist INC-119.31%4.0
70FTC Solar Inc-223.66%-1.0
71Guerrilla Rf Inc-261.85%-37.0
72Isun INC-278.09%-21.0
73Ascent Solar Technologies Inc-396.68%3.0
74Odyssey Semiconductor Technologies Inc-513.94%1.0
75Wisa Technologies INC-534.37%-3.0
76Smartkem Inc-586.65%3.0
77Peraso Inc-595.52%-40.0
78Rockley Photonics Holdings Ltd-818.35%0.0
79Tempo Automation Holdings Inc-1832.33%-72.0
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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