2022 Semiconductor Outlook - Zacks

 
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2022 Semiconductor Outlook - Zacks
January 20, 2022

                                                         2022 Semiconductor
                                                               Outlook

       Semiconductors
       John Vinh, CFA / 503.821.3882 / jvinh@key.com
       Jim Long, CFA / 503.821.3975 / jim.long@key.com

KeyBanc Capital Markets,                                    For important disclosures and certifications,
Member FINRA/SIPC                                                please refer to the Disclosure Appendix.
2022 Semiconductor Outlook - Zacks
2022 Outlook: Portfolio Manager Summary                                                                                                                 2

We expect 2022 to be another strong expansionary year in the semiconductor industry and forecast +12% revenue growth driven
by broad-based end demand and healthy pricing, while key cyclical indicators, such as inventories, remain largely healthy. As
there is likely to be peaking cyclical concerns, following three consecutive years of significant appreciation in the SOXX (+242%
from 2019-2021), while a fourth year would be unprecedented, we recommend investors lean into more secularly focused names,
but remain constructive on the broader cyclical stocks. We see semiconductor growth this year being punctuated by cloud data
center, accelerating EV adoption in auto, industrial expansion, and continued rollouts of 5G globally. Our key ideas given these
industry trends are AMD, MRVL, ON, QCOM, and SYNA.

Key Stock Ideas:
•   AMD (OW, $155 PT) – One of the most levered to cloud, while share gains (FB, MSFT) and increased capacity should drive outsized growth.
•   MRVL (OW, $95 PT) – Most secularly exposed within our sector (cloud, auto, and 5G), while improving enterprise should also provide tailwinds.
•   ON (OW, $72 PT) – While cyclically exposed, management turnaround, increased exposure to EV, and margin expansion should drive outperformance.
•   QCOM (OW, $220 PT) – 5G, share gains vs. Mediatek, and increasing non-handset exposure core to thesis, while Apple 2023 concerns derisked.
•   SYNA (OW, $310 PT) – IoT exposure and increased capacity should drive outperformance, while M&A represents optionality.

Thematic Ideas:
•   We expect cloud to remain a key growth driver for data center, while strengthening enterprise should be additive. We expect cloud data center
    growth of +18% this year, as hyperscalers continue to increase capacity and invest in expansionary workloads such as ML/AI and the metaverse.
    Enterprise demand continues to strengthen and should grow +5% this year (+AMD, +AVGO, +LSCC, +MPWR, +MRVL, +MU, +NVDA).
•   We expect the rollout of 5G to continue and to drive growth both in handsets as well as in infrastructure. We expect the continued rollout of 5G
    globally with most of the infrastructure capex growth being concentrated in North America and China. Accordingly, smartphone units should grow +7%
    in 2022 with 5G penetration reaching just over 50%, as compared to 40% in 2021. Our favorite 5G beneficiaries include +ADI, +MRVL, +MU, +QCOM,
    and +SWKS.
•   The return to automotive LV production growth and shift to EVs should sustain semiconductor growth. With automotive light vehicle (LV)
    production expected to return to growth this year, as we estimate +9% growth, and the continued electrification of vehicles, as we see EV penetration
    reaching 25% this year, we expect sustained growth for automotive semiconductors and beneficiaries to include +ADI, +AMBA, +INDI, +MPWR,
    +MRVL, +MU, +NXPI, and +ON.
•   The metaverse is early days, but not too early to invest in the hype cycle. While the metaverse is clearly still very early days, thematically it’s not
    too early to invest. We see a number of beneficiaries including +AMD, +MU, +NVDA, +QCOM, and +SYNA.
•   Expect M&A to continue. As we enter the latter stages of the current semiconductor upcycle, we anticipate consolidation will continue, as companies
    look to ensure sustained growth beyond the current cycle. In our view, the companies most likely to be acquisitive this year are AVGO, INTC, NVDA,
    NXPI, QCOM, SWKS, and TXN, while the companies most likely to be acquired are AMBA, LSCC, MRVL, SLAB, and SYNA.

                                                                                                                                      January 20, 2022
2022 Semiconductor Outlook - Zacks
Semiconductor Key Ideas                                                                                                                       3

  Key Ideas                          Most Secular                                  5G                               Metaverse
      SYNA                                                                        QRVO      ADI
                                                                        QCOM
 ON                           QCOM                                                                                              AMD
              MRVL                                                                                SWKS       QCOM
                                                  NVDA                               TXN
                                                                        MRVL                                                             SYNA
                              SYNA
QCOM
             AMD                    MRVL                                           XLNX                            NVDA
                                                                           MU                                                            MU
                                                  AMD                                           AVGO
                             SLAB

             M&A: Sharks and Minnows                                                                            Cloud
                                                                                                                                         LSCC
                            SWKS
                                                                                                                              AVGO
                                                                 SYNA                     NVDA                   MU
             AVGO                         NXPI                             AMBA

                                                                    MRVL                               AMD                              INTC
NVDA                                                                                 MPWR
                                                                                                                       MRVL
                       QCOM
                                                                 SLAB
                                      TXN                                                                       Auto
             INTC                                                       LSCC                                             AMBA
                                                                                          ADI     ON     MCHP    MPWR            NXPI
                                                                                                                                          INDI

                                             Key: Overweight              Sector Weight
                Source: KeyBanc Capital Markets Inc. estimates

                                                Circle size correlates with market cap                                        January 20, 2022
4
Higher Aggregate Inventories Are Overstated

 Total Aggregate Supply Chain inventories increased by two days q/q to 68 days, above the five-year 3Q average of
 63 days. This is the first quarter in the current upcycle in which aggregate inventories are above historical levels.

 • While aggregate inventory of 68 days is above the five-year average, we believe that due to kitting issues and supply
   constraints, inventories at current levels are actually overstated and are still effectively below targeted levels. Our
   balance sheet analysis of semiconductor companies under coverage reveals the 3Q21 +10% y/y increase in inventories
   was mostly due to raw materials/WIP, which increased +14% y/y, while finished goods inventory was -1% y/y.

                                                                                                            January 20, 2022
                                                Sources: Company reports
5
2022 Should Be Another Strong Year of Growth

• Semiconductor IC ex-memory shipments grew 17% y/y in November, compared with +15% and +17% y/y
  in October and September, respectively, reflecting a modest improvement in supply with demand
  remaining robust. We expect semiconductor IC shipments ex-memory to sustain double-digit y/y growth
  through 4Q, given sustained demand drivers in auto, computing, and industrials.

• Appreciating 43% in 2021, the SOXX outperformed the S&P 500 by 16%. While a consolation is underway
  with some pullbacks on high-multiple names, we believe the semi-upcycle, supported by secular trends in
  5G, data center, and EV, will sustain in 2022, which should fuel the SOXX to make new highs.

                                                                                            January 20, 2022
                                        Sources: SIA, Thomson Reuters
6
  Introducing 2022 Semiconductor Revenue Forecast of +12%
IC Units Projection: 11% in 2022

                                       Mar-20      Jun-20      Sep-20     Dec-20     Mar-21       Jun-21     Sep-21     Dec-21E     Mar-22     Jun-22        Sep-22      Dec-22E

IC Units (M)                             70,869     70,385      81,334     87,257        89,223     95,602    98,391     100,359    101,362     104,403       110,668    109,561
Q/Q Growth                                  -7%        -1%         16%          7%           2%         7%        3%           2%        1%          3%            6%        -1%
Y/Y Growth                                   4%         1%          6%        14%           26%        36%       21%         15%        14%          9%           12%          9%
Total Units (Year) (M)                                                    309,846                                        383,575                                         425,994
Growth                                                                         6%                                           24%                                             11%
IC ASP ($)                                 $1.21       $1.22      $1.14      $1.08        $1.13      $1.16      $1.23       $1.24      $1.18         $1.16       $1.19      $1.26
Q/Q Growth                                   5%          1%        -7%        -5%           5%         3%         6%           1%       -5%           -1%          2%          6%
Y/Y Growth                                   3%          7%         1%        -6%          -6%        -5%         8%         15%         4%            0%         -3%          2%
Average ASP (Year)                                                           $1.16                                          $1.19                                           $1.20
Growth                                                                         1%                                             2%                                              1%
IC Revenue ($M)                          $85,677    $85,868     $92,719    $94,211   $100,939     $111,249   $121,034    $124,144   $119,283   $121,451       $131,661   $138,298
Q/Q Growth                                  -2%         0%          8%          2%        7%          10%         9%           3%       -4%         2%             8%          5%
Y/Y Growth                                   7%         8%          7%          7%       18%          30%        31%         32%        18%         9%             9%        11%
Total IC Revenue (Year) ($B)                                                $358.5                                         $457.4                                          $510.7
Growth                                                                         8%                                           28%                                             12%
Semi Industry Revenue ($M)*            $104,556    $103,606    $113,587   $115,813   $123,142     $133,675   $144,660    $149,107   $144,931   $147,332       $159,873   $166,597
    IC %                                   82%         83%         82%        81%        82%          83%        84%         83%        82%        82%            82%        83%
Q/Q Growth                                 -4%         -1%         10%          2%        6%           9%         8%           3%       -3%         2%             9%          4%
Y/Y Growth                                  7%          5%          6%          7%       18%          29%        27%         29%        18%        10%            11%        12%
Total Semi Revenue (Year) ($B)*                                             $437.6                                         $550.6                                          $618.7
Growth                                                                         6%                                           26%                                             12%

            For 4Q21 IC unit shipments, we continue to expect sequential unit growth of +2%, supported by
             continued strength in demand and limited supply.

            For 2022, we introduce our IC semiconductor revenue forecast of +12% driven by 5G smartphones,
             data center, industrial, and automotive, with IC unit shipment to +11%. We expect IC ASP to increase
             modestly and increase +1% as supply constraints are expected to persist, while we see memory
             pricing stabilizing in 1H22. This compares to five-year average annual growth rates for IC unit, ASP,
             and revenue of +6%, 0%, and +6%, respectively.

                                  *Total semiconductor revenue also includes discretes, optoelectronics, sensors, and actuators. Revenue for these
                                  components has been fairly stable.
                                                                                                                                                         January 20, 2022
                                  Sources: SIA, KeyBanc Capital Markets Inc. estimates
Smartphone Forecast                                                                                                      7

        Global Smartphone Shipments

                                                                         5G Chipset (M)     2021E   Growth 2022E Growth
                                                                         AAPL/QCOM           174     117%   245   41%
                                                                         Huawei/HiSilicon     10     -75%    0   -100%
                                                                         MediaTek            160     191%   200   25%
                                                                         Samsung              65     132%   140  115%
                                                                         QCOM/Other          142     424%   165   17%
                                                                         Total               550     139%   750   36%
                                                                         5G Penetration      40%      23%   51%   11%

 We expect 2022 smartphone shipments to grow 7% to 1.46B, as compared to a 5% increase
 in 2021. The higher growth is driven by continued 5G migration and increasing launch of 5G
 handsets, which we estimate will reach almost 750M (+36% y/y) in 2022. We believe U.S. mobile
 chip suppliers, including AVGO, QCOM, QRVO, and SWKS, will continue to benefit from content
 growth from the adoption of 5G.

                  Sources: IDC, KeyBanc Capital Markets Inc. estimates
                                                                                                           January 20, 2022
iPhone 14 Expectations                                                                                                                 8

                                                              Wi-Fi 6E: We believe all SKUs will
                                                              adopt Wi-Fi 6E, and AVGO and SWKS
       Model size: We project AAPL will                       will benefit from content increases from
       eventually sunset the mini and replace                 the radio and RF FE, respectively.
       it with a 6.1” model. Overall, we expect
       6.1” and 6.7” models for low-end SKUs                                                     mmW: While the global infrastructure
       and 6.1” and 6.7” models for Pros.                                                        rollout of mmW has not been a priority,
                                                                                                 we expect mmW versions to be
                                                                                                 released for more regions, such as
                                                                                                 EU/Japan/Korea, with attach rate
Modem: With a supply agreement with
                                                                                                 increasing from 55% to 67%.
QCOM until 2023 and internal modem
initiative still underway, we believe
                                                                                                              Notch: We expect high-
AAPL will still use QCOM’s modem in
                                                                                                              end models to adopt
the iPhone 14.
                                                                                                              smaller punch-hole(s) to
                                                                                                              replace the notch, which
                                                                                                              will enable more display
                                                                                                              area     while    keeping
                                                                                                              space for the front
                                                                                                              camera. For low-end
Memory: We expect AAPL to increase
                                                                                                              models, we expect the
memory loading in the iPhone 14 with
                                                                                                              notch size to reduce.
6GB DRAM expected for both the low-
end and high-end models, compared
                                                  Application processor: Apple is                Camera: We expect the front-facing
with 6GB and 4GB for the Pro/Max and
                                                  expected to introduce a new A16                camera of all iPhone SKUs to support
13/Mini, respectively.
                                                  processor, based on TSMC 4nm, for              auto-focus using CRUS’s camera
                                                  the high-end models, while keeping             controller.
                                                  A15 for low-end models.

                          Sources: IDC, KeyBanc Capital Markets Inc. estimates
                                                                                                                        January 20, 2022
Global Carrier Capex Forecast                                                                             9

We estimate 2022 global carrier capex growth to moderate to 1.1%, as compared to 5.8% in 2021.
The 2022 growth is expected to be led by the U.S. carriers with a growth of 6.2%, particularly AT&T and
Verizon for C-band deployment. Despite components shortages and rising input costs, China carriers are
expected to increase the 5G capex budget by 5.0%, expecting a continued y/y increase in 5G BTS
deployment. Korea and Japan will likely be stable in 2022. EU carriers are expected to lower capex by
6.9% after 11% growth in 2021.

             Sources: Thomson Reuters, KeyBanc Capital Markets Inc. estimates
                                                                                           January 20, 2022
5G Base Station Forecast                                                                              10

 With the new MIIT’s five-year plan to triple 5G BTS to 3.64M by 2025, we continue to expect
 China to deploy 6.1M BTS over the 5G cycle, as compared to 4M deployments on LTE. We
 continue to expect China deployment to represent more than half of the volume deployed WW in this
 cycle. In 2022, we anticipate China to deploy 670K base stations and WW deployment to pick up
 meaningfully, led by North America.

          Source: KeyBanc Capital Markets Inc. estimates
                                                                                         January 20, 2022
11
Auto Recovery and Secular Shifts Should Benefit Semiconductors
Automotive semiconductor suppliers in our coverage sector have outpaced global LV production by ~15%
over the past four years. We expect the outperformance to continue in 2022, supported by: 1) secular trends in
EV, electrification, and autonomous driving; 2) OEMs’ prioritization of premium models; and 3) accelerating EV
penetration WW. The improving supply chain is also anticipated to enable LV production to resume annual growth.
                                                                               •     Secular trends drive sustainable content gains. The secular shift
                                                                                     toward EV/electrification and autonomous driving is accelerating,
                                                                                     faster than OEMs’ expectations. We believe content gains are likely
                                                                                     to allow auto semis to continue outpacing LV production growth in
                                                                                     2022. With auto LV production estimated to grow 9% in 2022, we
                                                                                     currently estimate auto semi growth of 12%.
                                                                               •     Shortages and COVID-19 disruptions shift focus to premium
                                                                                     models and EV. In this constrained environment, OEMs are
                                                                                     prioritizing premium models and EVs, which create tailwinds for richer
                                                                                     content. We expect content per vehicle (CPE) to increase from ~$480
                                                                                     to ~$630, with a 6% CAGR from 2021-2026. Today, CPV for internal-
                                                                                     combustion auto is $400-$500, as compared to $900-$1K for a
                                                                                     battery-powered electric vehicle.
                                                                               •     We expect EV penetration to reach 25% in 2022. In 2021, EV
                                                                                     accounted for ~20% of the global LV production, compared to 13% in
                                                                                     2020. With increased government mandates, consumer interest, and
                                                                                     OEMs’ prioritization, we expected EV penetration to reach 25% of the
                                                                                     global LV production in 2022, and approach 53% by 2026, with a five-
                                                                                     year CAGR of 28%.
                                                                               •     Our favorite auto-exposed names are ADI (30%), AMBA (23%),
                                                                                     INDI (100%), MCHP (15%), MPWR (17%), NXPI (50%), and ON
                                                                                     (34%).

               Sources: Company reports, IHS, KeyBanc Capital Markets Inc.
               Note: Results presented cannot and should not be used as an indicator of future performance.                                January 20, 2022
12
NB/PC Forecast

Looking into 2022, we expect NB/PC unit shipments to be flat at ~350M vs. +24% in 2021, driven by higher commercial
shipments, offset by lower Chromebook demand, while mainstream consumer is expected to be stable. With a higher mix of
commercial, we project the ASPs to increase, benefiting from higher semiconductor content in those models, which should
enable continued growth for commercial NB/PC-exposed companies, such as INTC, MPWR, MU, and SYNA.

We expect 2022 PC market share to remain stable. We expect PC market share between AMD and INTC to remain
relatively stable in 2022 with INTC share expected to be 79-80% and AMD share expected to be 20-21%. With Alder Lake, we
expect INTC to regain market share in desktop PCs with shares expected to increase from 77-78% in 2021 to 85% in 2022.
We expect this to be offset by continued share gains by AMD in Consumer PC NBs, with shares expected to increase from
23% in 2021 to 28-30% in 2022.

                 Sources: KeyBanc Capital Markets Inc.
                                                                                                         January 20, 2022
Data Center Outlook                                                                                                           13

 Total CSP capex is expected to be $234B (+12% y/y) for 2021, and to reach $262B (+12% y/y) in 2022, with data
 center remaining a focus for investment. Meta, Microsoft, Google, and Alibaba are expected to lead 2022 capex
 growth, with Amazon likely maintaining the current level of spending. For data center, we expect the Cloud
 (estimated +18%) to lead the growth, while Enterprise will benefit from the continued recovery of enterprise
 spending for IT upgrades and maintenance, with +5% growth expected. Trends for the metaverse also create
 tailwinds for data center, while the magnitude of opportunities remains early to estimate.

                             Sources: Company reports, KeyBanc Capital Markets Inc. estimates, Thomson Reuters   January 20, 2022
Metaverse                                                                                                             14

  The metaverse and the virtual developer ecosystem is emerging. The metaverse is a persistent and immersive digital
  environment of independent, yet interconnected, networks that will use yet-to-be-determined protocols for communications.
  While the benefits and opportunities from the metaverse are not immediately viable, emergent metaverse solutions indicate
  potential use cases such as gaming, virtual workspace, design, and manufacture. We expect the market to reach $730B by
  2028, representing a 44% CAGR from 2020-2028. Beneficiaries of the metaverse include AMD, MU, NVDA, QCOM, and SYNA.

                                                                         Accelerating capex on metaverse-related R&D
                                                                         and system infrastructure. Meta announced on its
                                                                         recent 3Q results conference call that the Company
                                                                         will spend $10B on the metaverse in 2021, and
                                                                         these costs are expected to rise each year for the
                                                                         next several years. 2022 capex is also expected to
                                                                         reach $29B-$34B, up over 60% from $19B in 2021.
                                                                         Most of the spending will be allocated to AI,
                                                                         servers, and data centers; Nvidia’s development of
                                                                         Omniverse and Nvidia AI is also collaborating with
                                                                         auto manufacturers such as BMW to optimize the
                                                                         digitalization of auto production.

                                                                         Worldwide spending on AR/VR equipment
                                                                         shows strong demand in the market. AR/VR
                                                                         spending is accelerating out of the pandemic and is
                                                                         forecasted to grow from $12B in 2020 to $73B in
                                                                         2024, according to IDC. This represents a five-year
                                                                         CAGR of 54%.

Sources: IDC, KeyBanc Capital Markets Inc. estimates

                                                                                                           January 20, 2022
M&A Outlook                                                                                                         15

 As we enter the latter stages of the current semiconductor upcycle, we anticipate consolidation
 will continue, as companies look to ensure sustained growth beyond the current cycle. We expect
 the continued drivers of consolidation to be scale and/or accelerate secular growth opportunities
 including cloud/data center, IoT/edge computing, and automotive.
                    Sharks                                                                 Minnows

    Company                   Weighted Score                                     Company    Weighted Score
    NVDA                           4.7                                           SLAB            5.0
    AMD                            4.3                                           AMBA            4.8
    QCOM                           4.1                                           PI              4.7
    INTC                           4.0                                           MRAM            4.4
    AVGO                           4.0                                           GSIT            4.4
    MU                             3.7                                           SMTC            4.3
    NXPI                           3.7                                           INDI            4.3
    TXN                            3.6                                           LSCC            4.2
    STM                            3.6                                           CRUS            4.0
    SWKS                           3.5                                           MRVL            3.9
    IFX                            3.5                                           PXLW            3.9
    MPWR                           3.5                                           SYNA            3.9

Based on our quantitative and qualitative analysis, we believe the companies most likely to be
acquisitive this year are AVGO, INTC, NVDA, NXPI, QCOM, SWKS, and TXN. Conversely, we believe
the companies most likely to be acquired are AMBA, LSCC, MRVL, SLAB, and SYNA.

              Sources: Thomson Reuters, KeyBanc Capital Markets Inc. estimates
                                                                                                       January 20, 2022
16
Secular Growth Is Driving a Rerating in Semiconductors

Multiple secular drivers, including 5G, cloud data center, industrial IoT, and EV/ADAS, are driving rapid
growth in semiconductor demand, with supply constraints and increased industry focus mitigating cyclicality.
As such, we believe valuation multiples for the SOX have been structurally rerated to higher levels, and the
upward trend of multiple expansions is expected to sustain in 2022. Over the last three years (2019-2021),
we’ve seen the SOX rerate to an average forward P/E multiple of 20.6x, as compared to 15.3x from 2017-
2019.

                                                                                              January 20, 2022
                                          Sources: Thomson Reuters
Valuation (P/E Multiple)                                                                          17

Data range: January 20, 2019-January 20, 2022.

                  Sources: Thomson Reuters, KeyBanc Capital Markets Inc. estimates

                                                                                     January 20, 2022
Valuation (EV/S Multiple)                                                                        18

Data range: January 20, 2019-January 20, 2022.

                 Sources: Thomson Reuters, KeyBanc Capital Markets Inc. estimates

                                                                                    January 20, 2022
Comparison Table                                                                                                                                        19

                                                                                                                Valuation
                                       Mkt             Stock            22E       23E        22E       23E
                     1/20/2022         Cap         Performance          EPS       EPS        Rev       Rev    CY22    CY23    CY22     CY23

      Ticker            Price        ($MM)         2021      YTD       Grth       Grth      Grth       Grth   P/E      P/E    EV/Rev   EV/Rev

       NVDA           $241.50       $603,750     125.3%     -17.9%      23%       20%        21%       16%    47.1x   39.2x    19.7x    17.0x
       AVGO           $547.72       $226,139      52.0%     -17.7%      17%        9%        11%        5%    16.3x   15.0x    8.4x     8.0x
       INTC            $52.04       $211,126       3.4%      1.0%      -30%        2%        0%         5%    14.1x   13.7x    3.0x     2.9x
      QCOM            $166.50       $186,480      20.0%      -9.0%      23%        8%        17%        7%    15.2x   14.1x    4.9x     4.5x
       TXN            $173.45       $160,186      14.8%      -8.0%      4%         6%        5%         6%    21.0x   19.8x    8.7x     8.2x
       AMD            $121.89       $147,196      56.9%     -15.3%      27%       22%        19%       14%    36.3x   29.8x    7.9x     6.9x
        MU             $85.07        $95,259      23.9%      -8.7%      42%       22%        18%       15%    8.6x     7.0x    2.9x     2.5x
        ADI           $158.63        $85,091      19.0%      -9.8%      17%       12%        38%        6%    20.6x   18.3x    8.5x     8.0x
       MRVL            $73.80        $62,272      84.0%     -15.6%      42%       29%        33%       19%    34.6x   26.7x    12.0x    10.1x
       NXPI           $199.61        $53,083      43.2%     -12.4%      13%        8%        12%        7%    16.7x   15.5x    5.2x     4.8x
       XLNX           $185.61        $46,009      49.6%     -12.5%      16%       14%        11%        7%    47.0x   41.2x    11.4x    10.7x
       MCHP            $73.97        $41,044      26.1%     -15.0%      16%        6%        12%        5%    15.4x   14.5x    7.0x     6.7x
        ON             $55.54        $23,929     107.5%     -18.2%      17%        6%        7%         4%    17.0x   16.0x    3.8x     3.7x
      SWKS            $142.99        $23,649       1.5%      -7.8%      11%       10%        11%        7%    12.0x   10.9x    4.4x     4.1x
      MPWR            $404.16        $18,629      34.7%     -18.1%      19%       24%        21%       18%    47.2x   38.2x    12.8x    10.9x
      QRVO            $137.15        $15,117      -5.9%     -12.3%      14%       11%        11%        8%    10.7x    9.6x    3.3x     3.0x
       SYNA           $207.11        $8,134      200.3%     -28.5%      21%       10%        14%       13%    17.5x   16.0x    5.2x     4.6x
       LSCC            $56.08        $7,680       68.2%     -27.2%      18%       40%        12%       18%    46.5x   33.2x    14.1x    11.9x
       SLAB           $162.94        $6,548       62.1%     -21.1%      19%       47%        9%        17%    69.4x   47.3x    5.0x     4.3x
       AMBA           $138.42        $5,075      121.0%     -31.8%      29%       33%        22%       24%    73.3x   55.0x    11.9x    9.6x
       CRUS            $87.17        $4,981       11.9%      -5.3%      10%        9%        10%        5%    15.3x   14.0x    2.7x     2.6x
        INDI           $7.96         $1,035       -9.3%     -33.6%        -         -       129%      112%      -       -      6.7x     3.2x
      Average                                     50.5%     -15.7%     17.4%     16.7%      20.0%     15.4%   28.7x   23.6x    7.7x     6.7x
      Median                                      39.0%     -15.2%     16.7%     11.3%      12.0%      7.9%   17.5x   16.0x    6.9x     5.8x
       SOX                                        41.2%     -11.4%
      S&P 500                                     27.2%      -6.0%
      Nasdaq                                      28.0%      -9.5%

              Sources: Thomson Reuters, KeyBanc Capital Markets Inc. estimates
              Note: Results presented cannot and should not be used as an indicator of future performance.
                                                                                                                                           January 20, 2022
Advanced Micro Devices (AMD): Overweight; PT $155                                                                                                                             20

                 Stock                          Ticker                  Price           Mkt-Cap (Bil.)                 Price Target                      % Upside

       Advanced Micro
                                                AMD                 $121.89                   $147                          $155                         27.2%
          Devices

    OUR CALL – Catalysts:
     AMD is positioned well to significantly outpace cloud industry growth in 2022 of high teens, as we expect continued
      market share gains, driven by deployments from CSPs, including MSFT and FB. Additionally, data center demand for
      both hyperscale and enterprise is expected to remain strong in 2022.
     While AMD was heavily constrained in 2021, we believe the Company has been able to secure enough supply,
      particularly on wafer and ABF, to support continued outsized growth in 2022.
     With the XLNX acquisition expected to close in 1Q, AMD remains one of the best companies to capture opportunities
      in heterogeneous compute with both competitive FPGA and GPU offerings.

2021 Stock Performance                                                 Valuation                                           Key Financials – Table
                                                                                                                                                 F2020       F2021E        F2022E
                                                                                                                   Total Revenue ($millions)    $9,763       $16,241       $20,462
                                                                                                                   % y/y                          45%          66%           26%
                                                                                                                   Gross Margin                   45%          48%           49%
                                                                                                                   Operating Profit             $1,657        $3,899        $5,324
                                                                                                                   Operating Margin               17%          24%           26%
                                                                                                                   Tax Rate                        3%          15%           15%
                                                                                                                   Net Income                   $1,575        $3,292        $4,502
                                                                                                                   EPS                          $1.28         $2.68         $3.67
                                                                                                                   % Y/Y Chg                     105%          109%          37%
                                                                                                                   Share Outstanding             1228          1229          1228

Sources: Thomson Reuters, company reports, KeyBanc Capital Markets Inc. estimates   Note: The results presented cannot and should not be viewed as an indicator of future performance.

                                                                                                                                                          January 20, 2022
Marvell Technology (MRVL): Overweight; PT $95                                                                                                                                 21

                 Stock                          Ticker                  Price           Mkt-Cap (Bil.)                 Price Target                    % Upside

    Marvell Technology                         MRVL                  $73.80                   $62.2                          $95                        28.7%

    OUR CALL – Catalysts:
     MRVL is positioned well to deliver LT revenue growth of 15-20%, with diversified secular growth vectors from Cloud,
      5G, and automotive, and incremental supplies continuing to come online.
     Prior acquisitions of AQ, Innovium, CAVM, Avera, and IPHI provide MRVL a complementary product portfolio and
      strengthen MRVL’s capability to meet the increased demand for optimized silicon solutions in data center.
     MRVL remains one of the best companies poised to capture opportunities at tier-ones and regional OEMs in 5G
      infrastructure deployment, with upsides driven by potential share gains and continued networks upgrade WW.
     We expect MRVL to benefit from the growing demand for compute and connectivity within vehicles, which should
      drive content growth, and to continue to gain share in automotive ethernet.

2021 Stock Performance                                                 Valuation                                           Key Financials – Table
                                                                                                                                                    F2021      F2022E F2023E
                                                                                                                   Total Revenue ($millions)        $2,969     $4,446 $5,880
                                                                                                                   % y/y                             10%        50%    32%
                                                                                                                   Gross Margin                      63%        65%    65%
                                                                                                                   Operating Profit                  $718      $1,453 $2,147
                                                                                                                   Operating Margin                  24%        32%    37%
                                                                                                                   Tax Rate                           5%         5%     6%
                                                                                                                   Net Income                        $628      $1,271 $1,916
                                                                                                                   EPS                               $0.93      $1.56  $2.21
                                                                                                                   % Y/Y Chg                         39%        68%    42%
                                                                                                                   Share Outstanding                  675        813    866

Sources: Thomson Reuters, company reports, KeyBanc Capital Markets Inc. estimates   Note: The results presented cannot and should not be viewed as an indicator of future performance.

                                                                                                                                                          January 20, 2022
onsemi (ON): Overweight; PT $72                                                                                                                                               22

                 Stock                          Ticker                  Price           Mkt-Cap (Bil.)                 Price Target                    % Upside

               onsemi                             ON                 $55.54                   $23.9                          $72                        29.6%

    OUR CALL – Catalysts:
     We have higher confidence in the sustainability of GM expansion with its increased focus on optimizing
      manufacturing footprint and effort to divest low-margin, non-core business (10-15%) as supply normalizes in 2H22.
     We believe ON’s new strategic focus on intelligent power and sensing in the auto and industrial end markets should
      drive 15% and 13% CAGRs, respectively, 2x market growth, from CY21-CY25.
     2022 is fully booked, supported by its LTSA and non-cancelable backlog with pricing largely fixed. We remain
      optimistic that the new CEO Hassane El-khoury, who has a track record of successful company turnaround, should
      be able to lead ON’s transformation to drive sustainable growth and margin expansion.

2021 Stock Performance                                                 Valuation                                           Key Financials – Table
                                                                                                                                                     F2020     F2021E     F2022E
                                                                                                                    Total Revenue ($millions)       $5,255     $6,692     $7,312
                                                                                                                    % y/y                             -5%       27%          9%
                                                                                                                    Gross Margin                      33%       40%         44%
                                                                                                                    Operating Profit                 $537      $1,420     $1,887
                                                                                                                    Operating Margin                  10%       21%         26%
                                                                                                                    Tax Rate                          13%        7%         18%
                                                                                                                    Net Income                       $352      $1,228     $1,478
                                                                                                                    EPS                             $0.85      $2.82       $3.40
                                                                                                                    % Y/Y Chg                        -43%       232%        21%
                                                                                                                    Share Outstanding                 414        435        435

Sources: Thomson Reuters, company reports, KeyBanc Capital Markets Inc. estimates   Note: The results presented cannot and should not be viewed as an indicator of future performance.

                                                                                                                                                          January 20, 2022
Qualcomm Incorporated (QCOM): Overweight; PT $220                                                                                                                             23

                    Stock                         Ticker                Price           Mkt-Cap (Bil.)               Price Target                  % Upside

              Qualcomm
                                                QCOM                 $166.50                 $186                        $220                       32.1%
             Incorporated
    OUR CALL – Catalysts:
     QCOM is expected to benefit from 5G handset shipments growth to 750M in 2022 vs. 550M in 2021, and increased
      adoption of its modem, mmW, and RF components across VOX+H, Samsung, and Apple, as new spectrums and
      features (e.g., Wi-Fi 6E) are added in 5G handsets.
     QCOM has been able to meaningfully add supply capacity to grow and gain market share vs. MediaTek in 2022.
     The combined revenue from RFFE, auto, and IoT has exceeded $10B in FY21, up 69% y/y, representing 38% of
      QCT revenue. While handsets will still lead NT growth, non-handset businesses are expected to sustain LT growth
      and potentially moderate handset cyclicality.
     Concerns for Apple’s modem are largely derisked, with QCOM expecting its share dropping to 20% in the 2023
      iPhone, while any delay in Apple model development indicates potential upsides.
 2021 Stock Performance                                                  Valuation                                           Key Financials – Table
                                                                                                                                                    F2021     F2022E      F2023E
                                                                                                                  Total Revenue ($millions)       $33,467     $40,448     $43,693
                                                                                                                  % y/y                              55%        21%          8%
                                                                                                                  Gross Margin                       58%        58%         57%
                                                                                                                  Operating Profit                $11,770     $14,898     $16,065
                                                                                                                  Operating Margin                   35%        37%         37%
                                                                                                                  Tax Rate                           13%        14%         14%
                                                                                                                  Net Income                       $9,811     $12,406     $13,410
                                                                                                                  EPS                              $8.54       $10.79      $11.66
                                                                                                                  % Y/Y Chg                         104%        26%          8%
                                                                                                                  Share Outstanding                 1149        1150        1150

Sources: Thomson Reuters, company reports, KeyBanc Capital Markets Inc. estimates   Note: The results presented cannot and should not be viewed as an indicator of future performance.

                                                                                                                                                          January 20, 2022
Synaptics, Incorporated (SYNA): Overweight; PT $310                                                                                                                           24

                    Stock                         Ticker                Price           Mkt-Cap (Bil.)               Price Target                  % Upside

              Synaptics,
                                                 SYNA                $207.11                  $8.1                       $310                       49.7%
             Incorporated

    OUR CALL – Catalysts:
     SYNA’s IoT, accounting for 55%+ of total revenue, is expected to grow at an estimated 10-15% LT revenue CAGR,
      supported by wireless connectivity solutions and the automotive business, which should drive margin expansions.
     SYNA has been able to secure meaningful wafer capacity starting in 4Q21 for its wireless IoT business, likely
      benefiting from AVGO’s wireless IoT franchise, which should support continued robust growth for its IoT.
     SYNA’s high IoT exposure, with the best-in-class wireless franchise from AVGO, makes it a compelling target for
      consolidation.

2021 Stock Performance                                                 Valuation                                              Key Financials – Table
                                                                                                                                               FY2021       FY2022E       FY2023E
                                                                                                                  Total Revenue ($millions)    $1,340        $1,639        $1,855
                                                                                                                  % y/y                          0%           22%           13%
                                                                                                                  Gross Margin                  54%           58%           58%
                                                                                                                  Operating Profit              $366          $570          $648
                                                                                                                  Operating Margin              27%           35%           35%
                                                                                                                  Tax Rate                      12%           12%           12%
                                                                                                                  Net Income                    $316          $478          $538
                                                                                                                  EPS                          $8.35         $11.62        $12.69
                                                                                                                  % Y/Y Chg                     39%           39%            9%
                                                                                                                  Share Outstanding              35            38            39

Sources: Thomson Reuters, company reports, KeyBanc Capital Markets Inc. estimates   Note: The results presented cannot and should not be viewed as an indicator of future performance.

                                                                                                                                                          January 20, 2022
Disclosure Appendix

Important Disclosures
Important disclosures for the companies mentioned in this report can be found at https://key2.bluematrix.com/sellside/
Disclosures.action.
Please refer to the analysts' recently published reports for company-specific valuation and risks.

Reg A/C Certification
The research analyst(s) responsible for the preparation of this research report certifies that:(1) all the views expressed
in this research report accurately reflect the research analyst's personal views about any and all of the subject
securities or issuers; and (2) no part of the research analyst's compensation was, is, or will be directly or indirectly
related to the specific recommendations or views expressed by the research analyst(s) in this research report.

Rating Disclosures

                                        Distribution of Ratings/IB Services Firmwide and by Sector

                       KeyBanc Capital Markets                                                  Technology
                                                    IB Serv/Past 12 Mos.                                               IB Serv/Past 12 Mos.

  Rating                      Count     Percent     Count      Percent Rating                   Count      Percent   Count     Percent

  Overweight [OW]                353      54.31       121         34.28 Overweight [OW]              134     68.02      46       34.33

  Sector Weight [SW]             281      43.23         62        22.06 Sector Weight [SW]            61     30.96       9       14.75

  Underweight [UW]                16       2.46          4        25.00 Underweight [UW]              2       1.02       1       50.00

Rating System

Overweight - We expect the stock to outperform the analyst's coverage sector over the coming 6-12 months.

Sector Weight - We expect the stock to perform in line with the analyst's coverage sector over the coming 6-12
months.

Underweight - We expect the stock to underperform the analyst's coverage sector over the coming 6-12 months.

January 20, 2022                                                                                                                       Pg.25
John Vinh, CFA                                                                                                (503) 821-3882 / jvinh@key.com
Disclosure Appendix (cont'd)

Important disclosures for the companies mentioned in this report can be found at https://key2.bluematrix.com/sellside/
Disclosures.action.

Please refer to the analysts' recently published reports for company-specific valuation and risks.

Other Disclosures
KeyBanc Capital Markets is a trade name under which corporate and investment banking products and services of KeyCorp
and its subsidiaries, KeyBanc Capital Markets Inc., Member FINRA/SIPC (“KBCMI”), and KeyBank National Association
(“KeyBank N.A.”), are marketed.

KeyBanc Capital Markets Inc. (“KBCMI”) does and seeks to do business with companies covered in its research reports. As
a result, investors should be aware that the firm may have a conflict of interest that could affect the objectivity of this report.
Investors should consider this report as only a single factor in making their investment decision.

This report has been prepared by KBCMI. The material contained herein is based on data from sources considered to be
reliable; however, KBCMI does not guarantee or warrant the accuracy or completeness of the information. It is published for
informational purposes only and should not be used as the primary basis of investment decisions. Neither the information
nor any opinion expressed constitutes an offer, or the solicitation of an offer, to buy or sell any security. The opinions and
estimates expressed reflect the current judgment of KBCMI and are subject to change without notice. This report may contain
forward-looking statements, which involve risk and uncertainty. Actual results may differ significantly from the forward-looking
statements. This report is not intended to provide personal investment advice and it does not take into account the specific
investment objectives, financial situation and the specific needs of any person or entity.

No portion of an analyst’s compensation is based on a specific banking transaction; however, part of his/her compensation
may be based upon overall firm revenue and profitability, of which investment banking is a component. Individuals associated
with KBCMI (other than the research analyst(s) listed on page 1 of this research report) may have a position (long or short) in
the securities covered in this research report and may make purchases and/or sales of those securities in the open market or
otherwise without notice. As required by FINRA Rule 2241(C)(4)(A), financial interest, if any, by any research analysts listed
on page 1 of this report will be disclosed in Important Disclosures, Company-specific regulatory disclosures located above
in the Disclosure Appendix. KBCMI itself may have a position (long or short) in the securities covered in this research report
and may make purchases and/or sales of those securities in the open market or otherwise without notice. As required by
FINRA Rule 2241(C)(4)(F), if KBCMI, or its affiliates, beneficially own 1% or more of any class of common equity securities
in the subject company(ies) in this research report, it will be disclosed in Important Disclosures, Company-specific regulatory
disclosures located above in the Disclosures Appendix. This communication is intended solely for use by KBCMI clients. The
recipient agrees not to forward or copy the information to any other person without the express written consent of KBCMI.

January 20, 2022                                                                                                               Pg.26
John Vinh, CFA                                                                                        (503) 821-3882 / jvinh@key.com
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