2019 US Semiconductors

Financial Strength Rankings using Artificial Intelligence

Top rated19 of 78
Best rating493 %
Worst rating-7,122 %
New companies7
Negative Economic Capital Ratio17 of 78

Rubicon Technology Inc climbed 55 positions from 60 to 5 due to its excellent Liabilities, Current.Isun INC lost 29 positions from 14 to 43 due to its bad Liabilities, Current.Monolithic Power Systems INC entered the 2019 ranking at rank 11, making it the best newcomer.

Revenues212 B
Assets337 B
Expenses161 B
Stockholders Equity242 B
Unprofitable Companies40 of 78
RankCompanySealRating ValueTrend
1Micron Technology INC493.20%33.0
2Intel Corp471.66%7.0
3Skyworks Solutions INC471.32%-2.0
4Power Integrations INC462.27%8.0
5Rubicon Technology Inc457.75%55.0
6Techpoint Inc452.80%-4.0
7CMC Materials Inc443.18%16.0
8Marvell Technology Group LTD442.71%12.0
9IPG Photonics Corp433.78%-6.0
10Formfactor INC398.84%17.0
11Monolithic Power Systems INC395.62%0.0
12Nlight INC394.71%0.0
13Semtech Corp393.61%-3.0
14Ambarella INC392.64%-9.0
15Nvidia Corp388.31%14.0
16Xilinx INC384.00%-5.0
17Mellanox Technologies Ltd379.11%15.0
18AXT INC373.50%-11.0
19On Semiconductor Connectivity Solutions Inc345.62%-15.0
20Acacia Communications Inc341.00%-3.0
21Photronics INC339.40%-3.0
22Texas Instruments INC333.79%4.0
23GSI Technology INC330.55%-1.0
24Microchip Technology INC303.02%0.0
25Kulicke Soffa Industries INC302.29%-6.0
26Lightpath Technologies INC297.16%-2.0
27First Solar INC282.38%6.0
28Qorvo Inc276.09%2.0
29Aquantia Corp266.34%-1.0
30Silicon Laboratories INC258.27%8.0
31Intermolecular INC257.35%14.0
32Diodes INC DEL252.03%10.0
33Viavi Solutions INC249.82%-20.0
34Applied Optoelectronics INC240.45%-19.0
35Cypress Semiconductor Corp De240.03%15.0
36Wolfspeed INC234.49%-11.0
37Emcore Corp223.20%-21.0
38Advanced Micro Devices INC222.12%6.0
39Finisar Corp213.38%-4.0
40Analog Devices INC210.30%7.0
41Pixelworks INC203.09%8.0
42Applied Materials INC De198.19%-5.0
43Isun INC183.93%-29.0
44Maxim Integrated Products INC180.95%-3.0
45Ichor Holdings LTD177.51%3.0
46On Track Innovations LTD165.38%0.0
47On Semiconductor Corp165.05%-1.0
48Ultra Clean Holdings Inc160.36%-12.0
49Xperi Corp156.07%-28.0
50Maxlinear INC154.43%2.0
51Amkor Technology INC135.52%2.0
52Smart Global Holdings Inc132.92%10.0
53Synaptics Inc108.47%-14.0
54OSI Systems INC103.16%-3.0
55Lattice Semiconductor Corp101.24%6.0
56Macom Technology Solutions Holdings Inc89.32%2.0
57Inphi Corp69.45%-1.0
58Neophotonics Corp68.73%-1.0
59Adesto Technologies Corp61.72%-4.0
60Emagin Corp33.48%-1.0
61Semileds Corp3.31%2.0
62Magnachip Semiconductor Corp-0.95%2.0
63Enphase Energy Inc-6.24%5.0
64Everspin Technologies INC-29.72%8.0
65Quicklogic Corp-45.15%2.0
66Atomera Inc-75.07%3.0
67Sunpower Corp-142.59%-1.0
68Resonant Inc-280.46%5.0
69Netlist INC-284.62%5.0
70Peraso Inc-329.55%0.0
71Beam Global-414.34%4.0
72Sunhydrogen INC-497.17%-7.0
73Ideal Power Inc-504.72%-2.0
74Living 3D Holdings INC-549.64%2.0
75Ascent Solar Technologies Inc-649.55%2.0
76Transphorm Inc-919.47%0.0
77Kinerjapay Corp-1425.50%0.0
78Wisa Technologies INC-7122.31%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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