2020 US Semiconductors

Financial Strength Rankings using Artificial Intelligence

Top rated17 of 71
Best rating550 %
Worst rating-1,404 %
New companies2
Negative Economic Capital Ratio13 of 71

Enphase Energy Inc climbed 31 positions from 63 to 32 due to its excellent Net Income.CMC Materials Inc lost 38 positions from 7 to 45 due to its bad Liabilities, Non-Current.Sitime Corp entered the 2020 ranking at rank 46, making it the best newcomer.

Revenues206 B
Assets372 B
Expenses164 B
Stockholders Equity266 B
Unprofitable Companies36 of 71
RankCompanySealRating ValueTrend
1Power Integrations INC550.45%3.0
2Xilinx INC510.48%14.0
3Skyworks Solutions INC464.84%0.0
4Nvidia Corp437.81%11.0
5Intel Corp436.56%-3.0
6IPG Photonics Corp416.76%3.0
7Semtech Corp409.23%6.0
8Rubicon Technology Inc403.80%-3.0
9Monolithic Power Systems INC390.97%2.0
10Techpoint Inc376.25%-4.0
11Microchip Technology INC373.86%13.0
12GSI Technology INC368.60%11.0
13Micron Technology INC362.68%-12.0
14Mellanox Technologies Ltd362.20%3.0
15Acacia Communications Inc343.23%5.0
16AXT INC338.70%2.0
17Ambarella INC336.99%-3.0
18Photronics INC336.38%3.0
19Viavi Solutions INC331.77%14.0
20Nlight INC321.54%-8.0
21Formfactor INC316.74%-11.0
22Diodes INC DEL306.72%10.0
23Texas Instruments INC298.87%-1.0
24Qorvo Inc294.82%4.0
25Maxim Integrated Products INC265.38%19.0
26Kulicke Soffa Industries INC262.00%-1.0
27Marvell Technology Group LTD258.03%-19.0
28Silicon Laboratories INC240.89%2.0
29Lightpath Technologies INC237.02%-3.0
30Advanced Micro Devices INC236.61%8.0
31First Solar INC231.24%-4.0
32Enphase Energy Inc216.21%31.0
33Lattice Semiconductor Corp208.01%22.0
34Analog Devices INC206.75%6.0
35Cypress Semiconductor Corp De199.56%0.0
36Applied Materials INC De197.35%6.0
37Wolfspeed INC187.82%-1.0
38Pixelworks INC186.96%3.0
39Maxlinear INC178.65%11.0
40OSI Systems INC154.88%14.0
41Smart Global Holdings Inc146.16%11.0
42Amkor Technology INC137.88%9.0
43Xperi Corp133.75%6.0
44Synaptics Inc133.62%9.0
45CMC Materials Inc131.97%-38.0
46Sitime Corp130.09%0.0
47Ultra Clean Holdings Inc128.64%1.0
48On Semiconductor Corp126.07%-1.0
49Ichor Holdings LTD122.67%-4.0
50Emagin Corp120.45%10.0
51Neophotonics Corp120.45%7.0
52Applied Optoelectronics INC117.31%-18.0
53Inphi Corp66.78%4.0
54Emcore Corp59.02%-17.0
55Isun INC56.80%-12.0
56Adesto Technologies Corp26.40%3.0
57Peraso Inc20.55%13.0
58Sunpower Corp5.30%9.0
59Magnachip Semiconductor Corp-8.60%3.0
60Beam Global-32.88%11.0
61On Track Innovations LTD-32.99%-15.0
62Everspin Technologies INC-49.44%2.0
63Macom Technology Solutions Holdings Inc-76.65%-7.0
64Semileds Corp-87.02%-3.0
65Quicklogic Corp-101.18%0.0
66Odyssey Semiconductor Technologies Inc-150.98%0.0
67Atomera Inc-223.99%-1.0
68Netlist INC-255.53%1.0
69Resonant Inc-691.34%-1.0
70Wisa Technologies INC-1186.89%8.0
71Kinerjapay Corp-1404.14%6.0
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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