In our earlier evaluation of Lattice Semiconductor Company (NASDAQ:LSCC), we delved into the exceptional upsurge of the corporate’s progress in 2022, which surged at a formidable 28.1%, fuelled by strong performances within the Communications & Computing (26.1%) and Industrial & Automotive (41.2%) segments, the place Lattice expanded its product portfolio and elevated its competitiveness. We believed these components enabled the corporate to edge out different opponents. Moreover, our evaluation indicated its progress was supported by the rising use of low-power FPGAs in EVs.
On this newest evaluation, we targeted on Lattice’s newest FPGA developments that might drive progress past 2024. Firstly, we analyzed the enlargement of Lattice’s FPGA portfolio, increasing its low-power portfolio with Nexus and introducing mid-range FPGA options with the launch of Avant-G and Avant-X. We performed a comparative evaluation of their options towards opponents’ choices to gauge their aggressive edge. Moreover, we examined the potential for Lattice to capitalize on AI-driven purposes using its mid-range FPGAs. Lastly, we delved into the outlook for FPGA adoption throughout numerous finish markets, updating our income projections for Lattice.
Enlargement of FPGA Product Portfolio
Firstly, we examined Lattice’s FPGA portfolio and in contrast it with high opponents (excluding Renesas) within the desk for Low to Mid-Vary FPGAs, with low-range FPGAs of fewer than 100,000 logic cells and mid-range spanning 100,000 to 500,000 logic cells based on Lattice.
Comparability of Low to Mid-Vary FPGAs |
Lattice |
AMD |
Microchip |
Intel |
Variety of Low-Vary FPGAs (<100K Logic) |
3,454 |
2,790 |
1,150 |
2,981 |
Variety of Mid-Vary FPGAs (100K – 500K Logic) |
199 |
854 |
301 |
3,573 |
Complete Low to Mid-range FPGAs |
3,653 |
3,644 |
1,451 |
6,554 |
Supply: DigiKey, Khaveen Investments
Based mostly on the desk, Lattice has the best variety of Low-Vary FPGAs (<100K Logic components), highlighting its benefit on this section. In our earlier evaluation, we highlighted the corporate’s deal with “small dimension and power-efficient FPGA as a distinction to its opponents within the FPGA market together with Xilinx and Intel.”
Lattice Nexus Platform
Inside the low-range FPGA portfolio, Lattice lately expanded its portfolio with its CrossLinkU-NX FPGA household, claiming to be the trade’s first low-power FPGAs that includes built-in USB, to speed up USB-equipped system designs and embedded imaginative and prescient purposes. As well as, the corporate highlighted in its earnings briefing Nexus as a “main contributor” to Lattice’s progress and the introduction of recent FPGAs throughout the Nexus household.
A few examples of that’s on Nexus, we have launched seven machine households based mostly on Nexus. 5 of these machine households are already in manufacturing. However there’s two extra that go into manufacturing this 12 months.” – James Anderson, CEO
Avant FPGAs
We recognized that Lattice at present has solely 199 mid-range FPGAs, which is considerably decrease than opponents AMD, Microchip (MCHP), and Intel (INTC). Amongst these corporations, Intel leads the best way with a complete of three,573 mid-range FPGAs. Nevertheless, from its earnings briefing, administration introduced its enlargement within the mid-power FPGAs with the launch of Avant-G and Avant-X lately, following Avant-E. Moreover, Lattice expects the Avant portfolio to develop to between 15% to twenty% of its whole income in 3 to 4 years. From its Investor Presentation, administration claimed Avant supplies 2.5x decrease energy consumption and 2x quicker efficiency than opponents.
Therefore, we in contrast Lattice’s newest mid-range FPGA merchandise, Avant-G and Avant-X, with related mid-range FPGAs from opponents to find out their efficiency competitiveness based mostly on their reminiscence charges, reminiscence kind, transceivers knowledge charges, and course of node.
Comparability of Mid-Vary FPGA |
Avant-G (Lattice) |
Avant-X (Lattice) |
Spartan UltraScale+ (AMD) |
PolarFire (Microchip) |
Agilex 5 D-series (Intel) |
Agilex 5 E-series (Intel) |
Reminiscence Charges (RAM) |
2.4 Gbps |
2.1-2.4 Gbps |
2.4-4.3 Gbps |
1.6 Gbps |
3.2-4.3Gbps |
2.4-3.7Gbps |
Reminiscence Kind (RAM) |
LPDDR4/DDR4 |
DDR5/LPDDR 4/DDR4 |
LPDDR5/DDR4/LPDDR4 |
DDR4/DDR3/LPDDR3 |
DDR5/ LPDDR5/DDR4/LPDDR4 |
DDR5/ LPDDR5/DDR4/LPDDR4 |
Transceivers Information Charges |
10Gbps |
25Gbps |
16.3 Gbps |
12.7 Gbps |
28 Gbps |
28Gbps |
Course of |
16nm |
16nm |
16nm |
28nm |
10nm |
10nm |
Supply: Firm Information, Khaveen Investments
Based mostly on the desk, the 2 Avant FPGAs have a slower reminiscence pace (as much as 2.4 Gbps) in comparison with AMD (2.4 – 4.3 Gbps) and Intel (as much as 4.3 Gbps), quicker reminiscence permits for faster knowledge entry and thus diminished latency. As well as, the reminiscence kind might have an effect on the facility consumption and bandwidth of the FPGAs, and probably the most superior varieties available in the market are DDR5 and LPDDR5. Therefore, Intel’s Agilex 5 collection leads on this side, adopted by AMD and Lattice. Relating to transceivers’ knowledge charges, Intel’s Agilex 5 collection is the very best with 28 Gbps. Excessive transceiver charges enable for quicker knowledge trade and bandwidth-intensive purposes. Lattice’s Avant-X has a barely decrease price of 25 Gbps, however the firm claims it additionally gives “energy effectivity, superior connectivity, and optimized compute”. Different FPGAs’ knowledge charges are considerably decrease at a spread from 10 Gbps to 16.3 Gbps. Lastly, when it comes to course of node know-how used, Intel’s FPGAs are extra superior (10nm). Extra superior course of know-how can provide elevated logic density, decreased energy utilization and enhanced efficiency. However, Microchip falls behind compared to Lattice, AMD and Intel. We then ranked every of the components and calculated the typical rating of all components.
Comparability of Mid-Vary FPGA |
Avant-G (Lattice) |
Avant-X (Lattice) |
Spartan UltraScale+ (AMD) |
PolarFire (Microchip) |
Agilex 5 D-series (Intel) |
Agilex 5 E-series (Intel) |
Reminiscence Charges (RAM) |
5 |
4 |
2 |
6 |
1 |
3 |
Reminiscence Kind (RAM) |
5 |
3 |
4 |
6 |
1 |
1 |
Transceivers Information Charges |
6 |
3 |
4 |
5 |
1 |
1 |
Course of |
3 |
3 |
3 |
6 |
1 |
1 |
Common |
4.75 |
3.25 |
3.25 |
5.75 |
1 |
1.5 |
Supply: Khaveen Investments
In keeping with the desk above, Intel’s Agilex 5 D-series has the very best rating in all facets, main it to be ranked in first place, adopted by Intel’s, Agilex 5 E-series. Avant-X and Spartan Ultrascale+ even have the identical rank, however Avant X has the next reminiscence pace whereas Spartan has higher reminiscence kind and better transceivers knowledge charges. Avant-G ranks fourth and Microchip’s PolarFire ranks final. Due to this fact, we imagine that regardless that Intel’s FPGAs edge out different opponents, Lattice’s FPGAs nonetheless have some aggressive benefits in comparison with Microchip, contemplating the corporate has simply expanded its portfolio to mid-range FPGAs. Total, we decided our efficiency comparability outcomes contradict the administration’s declare from its presentation, and we as a substitute imagine Intel remains to be the superior firm within the mid-range section.
Outlook
Total, we examined the low to mid-range FPGAs of Lattice and its opponents. The corporate dominates with the biggest product breadth in low-range FPGA with nearly 3,500 merchandise. Moreover, the corporate launched a number of new merchandise on this vary which additional solidifies its product breadth. Nevertheless, the corporate has not stood out as a mid-range FPGA producer as a consequence of its low variety of mid-range FPGAs as a brand new entrant competing towards bigger gamers like AMD, Intel and Microchip on this section. In our earlier evaluation of Lattice, we additionally highlighted that AMD and Intel stay the highest FPGA producers with 53% and 26.7% market share in 2022. Lattice’s newest mid-range FPGA, Avant-G and Avant-X, lack competitiveness because it lags behind Intel’s and AMD’s mid-range FPGAs. Nevertheless, we imagine the corporate’s launch of Avant establishes its entry into the mid-range FPGA market and the roadmap beneath reveals the deliberate growth of future Avant FPGAs which might result in the corporate bettering a few of its product specs missing resembling reminiscence charges, reminiscence kind, transceiver knowledge charges and course of based mostly on our FPGA spec comparability evaluation above.
AI Influence to FPGA Demand
Subsequent, we examined how AI advantages Lattice’s FPGAs. Moreover, as administration highlighted from its earnings briefing that AI-related income was round $100 mln in 2023, accounting for about 14% of Lattice’s whole income, we additionally seemed into what segments the corporate derives its AI-related income. In keeping with the corporate’s CEO from its earnings briefing, Lattice estimated AI-related income from a variety of AI-related purposes together with:
- “AI-optimized servers within the knowledge middle…Lattice gadgets are used within the management, administration, and safety of the AI computing system”
- “AI-enabled PCs, the place Lattice options are used to run the AI inference algorithm that gives options resembling consumer presence and gaze detection in PC methods just like the Lenovo ThinkPad”
- “AI-enabled automotive ADAS methods, the place Lattice options are used to mixture and pre-process important knowledge that’s used for AI processing”.
In keeping with Informa Tech, FPGAs can function {hardware} accelerators in knowledge facilities, and they’re particularly useful for AI inferencing duties as they’ve increased throughput and decrease latency in comparison with common processors or GPUs. As well as, Lattice highlighted that its FPGAs have a 2.5x decrease energy consumption than different FPGAs. In our earlier evaluation of Nvidia (NVDA), we derived a forecasted common progress price for knowledge middle chip progress of 39%, pushed by demand from cloud service suppliers ramping up infrastructure. Moreover, the corporate lately introduced a partnership with Nvidia to make the most of its power-efficient FPGAs to facilitate sensor fusion and bridging in Nvidia’s Jetson Orin and IGX Orin platforms, which fall below Nvidia’s Information Heart section. In keeping with Nvidia, Jetson Orin is designed to speed up energy-efficient autonomous methods, resembling robotics, imaginative and prescient AI, and edge purposes, whereas the IGX Orin is right for AI-powered industrial and medical purposes.
In addition to that, Lattice has additionally developed SensAI, a software program stack that makes use of its FPGAs for inferencing, permitting prospects to “develop and deploy FPGA-based Machine Studying / Synthetic Intelligence options”. In PCs, Lattice’s SensAI can assist prolong battery life by 28% or detect consumer presence and a focus utilizing its Face Framing Expertise. Furthermore, Lattice claimed that its software program also can improve safety and optimize methods in PCs. In keeping with Counterpoint Analysis, the worldwide AI PCs market is predicted to develop at a CAGR of fifty% reflecting the robust demand for AI PCs’ superior safety and elevated effectivity.
Lattice additionally has mVision that helps deploy options resembling “machine imaginative and prescient, robotics, ADAS, video surveillance, and drones”. Moreover, Lattice has highlighted that its FPGAs are additionally utilized in automotive ADAS and Infotainment methods by enabling parallel sensor processing, low-power interfaces and “hardware-based safety” capabilities. For instance, Lattice’s FPGAs are additionally used to assist ADAS “facet radar purposes” for Mazda’s (OTCPK:MZDAY) CX-60 and CX-90 SUV. We highlighted a robust demand for ADAS purposes with a market CAGR of 18.7%.
Outlook
Finish Market |
Forecast CAGR |
Information Heart |
39% |
AI-enabled PC |
50% |
ADAS |
18.7% |
Common |
35.9% |
Supply: Counterpoint Analysis, Acumen Analysis, Khaveen Investments
The desk above consists of the market CAGR of AI purposes together with knowledge facilities, AI-enabled PCs, and the ADAS market. Total, we calculated the typical CAGR to be 35.9%. As well as, the corporate administration additionally expects increased AI-related income within the subsequent few years as highlighted by the quote beneath.
We anticipate our AI-related income to greater than double over the following few years based mostly on the rising pipeline of AI-related design wins. – James Anderson, CEO.
Therefore, from the administration steering of Lattice’s AI-related income to be $200 mln, we assumed the corporate to realize this within the subsequent three years and accordingly calculated the CAGR to be 26%. In contrast with our derived common market CAGR of 35.9%, it surpasses administration’s forecast and due to this fact we imagine administration’s steering of $200 mln in AI-related income could possibly be affordable.
Finish Markets Development Outlook for FPGAs
Lastly, we examined the top market outlook for FPGAs and subsequently forecasted the corporate’s income. Lattice’s Avant and Nexus are low and mid-range FPGAs, that concentrate on purposes in Communications, Computing, Industrial & Automotive.
Communications and Computing
In keeping with Lattice, the corporate supplies options for “computing methods resembling servers and consumer gadgets, 5G wi-fi infrastructure, switches, routers, and different associated purposes” on this section. For Computing, FPGAs can speed up knowledge facilities and their computing capabilities by liberating up processor assets and lowering energy consumption. In keeping with Intel, FPGAs can carry out higher than GPUs when “the appliance calls for low latency and low batch sizes”. In our earlier evaluation of Microsoft (MSFT), we estimated that the cloud market shall be rising by a ahead common of 23% pushed by knowledge quantity progress. We imagine knowledge middle demand to be a great gauge of FPGA demand in Computing, as FPGAs are utilized in knowledge middle servers to dump “compute-intensive duties from the CPU and GPU” as a consequence of their low latency and power effectivity. For Communications, given their low latency and the flexibility for parallel processing, FPGAs are appropriate for processing huge knowledge circulation required within the 5G RAN. We highlighted in our earlier evaluation of Qualcomm that the penetration price of 5G gadgets is projected to “attain 83% by 2027 from 62% in 2023”, boding properly for the demand for 5G providers.
Industrial and Automotive
For this section, the corporate gives options to “industrial Web of Issues (“IoT”) and “Business 4.0”, machine imaginative and prescient, robotics, manufacturing facility automation, superior driver help methods (“ADAS”), and automotive infotainment.”
For Industrial, from our earlier evaluation of ADI (ADI), we highlighted robust progress within the semicon industrial market with a CAGR of seven.21%, pushed by sensible grid deployments and digitalization of factories. Intel’s case examine explains how FPGAs might allow the transformation of sensible factories with their parallel computing capabilities. Furthermore, Lattice’s Automate 3.0 resolution stack can be used to speed up sensible automation system growth, together with “robotics, embedded real-time networking, predictive upkeep, useful security (FuSa) and safety”.
For Automotive, the ADAS market is predicted to develop at a CAGR of 18.7%. Furthermore, McKinsey expects the automotive software program market to develop at a CAGR of 9.4%, pushed by Software program-defined Autos as customers demand safer and extra superior automobiles. FPGAs might assist automotive producers enhance numerous options and allow SDVs, resembling zonal architectures, energy effectivity, real-time networking, and infotainment interfaces. Lattice claimed that its FPGA gives 2x quicker connectivity pace and 5x extra unbiased sensor interfaces. The chart beneath summarizes how Lattice’s software program is utilized in numerous automotive purposes.
Client
Within the Client section, the corporate’s merchandise are utilized in purposes together with “sensible house gadgets, prosumer gadgets, sound bars, high-end projectors, Augmented Actuality (“AR”) / Digital Actuality (“VR”), and wearables”, FPGAs can speed up processing energy, allow real-time sensor fusion and object recognition for AR purposes, and optimize energy consumption. We highlighted that the AR/VR market CAGR is 42.24% in our earlier evaluation of Apple (AAPL), pushed by demand in client and enterprise purposes.
Outlook
Phase Income ($’000s) |
Our Earlier Forecast (2023) |
Precise Income (2023) |
Distinction |
Communication and Computing |
326,092 |
257,536 |
-68,556 |
Development % (YoY) |
18.7% |
-6.3% |
-25.0% |
Industrial and Automotive |
397,793 |
433,482 |
35,689 |
Development % (YoY) |
24.5% |
35.7% |
11.2% |
Client |
49,064 |
46,136 |
-2,928 |
Development % (YoY) |
0.0% |
-6.0% |
-6.0% |
Licensing and Companies |
15,730 |
-15,730 |
|
Development % (YoY) |
-8.2% |
8.2% |
|
Complete Income |
788,678 |
737,154 |
-51,524 |
Development % (YoY) |
19.4% |
11.6% |
-7.8% |
Supply: Firm Information, Khaveen Investments
In our earlier protection, we projected the corporate’s 2023 income based mostly on its historic 5-year common progress price. Our forecast was increased in comparison with its precise 2023 income progress of 11.6%, attributed primarily to the unanticipated market headwinds highlighted by administration.
Finish Market Development |
Market CAGR |
Lattice’s 5Y Common |
Computing and Communication |
14.6% |
16.6% |
Industrial and Automotive |
12.96% |
23.7% |
Client |
6.60% |
-9.3% (4Y common) |
Supply: Grand View Analysis, Khaveen Investments
Evaluating the market CAGR and the corporate’s 5-year historic common income progress, we noticed that these two are barely according to the Computing and Communication section (14.6% and 16.6%). Nevertheless, for the Industrial & Automotive and Client section, the market CAGR differs considerably from the corporate’s historic common progress. Due to this fact, we imagine that basing our forecast on its historic progress is extra in line than utilizing market CAGR. Nevertheless, we additionally took into consideration the administration steering for the corporate in 2024 the place administration expects Q1 income to be between $130 mln to $150 mln with Q2 surprising to rise considerably however H2 revenues to be increased than H1, reflecting bettering market situations and its new Nexus and Avant product launches in that interval.
Lattice Income Forecasts ($’000s) |
2023 |
2024F |
2025F |
2026F |
Communications and Computing |
257,536 |
236,241 |
264,274 |
305,582 |
Development % (YoY) |
-6.3% |
-8.3% |
16.6% |
15.6% |
Industrial and Automotive |
433,482 |
392,581 |
472,879 |
580,030 |
Development % (YoY) |
35.7% |
-9.4% |
23.7% |
22.7% |
Client |
46,136 |
47,771 |
41,740 |
37,854 |
Development % (YoY) |
-6.0% |
3.5% |
-9.3% |
-9.3% |
Complete Income |
737,154 |
676,592 |
778,893 |
923,466 |
Development % (YoY) |
11.6% |
-8.2% |
18.9% |
18.6% |
Supply: Firm Information, Khaveen Investments
Total, we forecasted the corporate’s whole income to say no by 8.2% in 2024 based mostly on administration steering reflecting the anticipated market headwinds highlighted within the first half and the potential restoration within the second half. In 2025 and past, we forecasted the income progress for every section based mostly on the up to date 5-year historic progress price. Significantly for the Client section, we used 4-year previous progress as the corporate restructured this section in 2019 by winding down its smartphone merchandise.
Threat: Competitors in FPGAs
AMD (Xilinx) lately introduced the event of low-cost Spartan UltraScale+ FPGAs highlighting their excessive I/O-to-logic-cell ratios and superior safety features, together with “NIST-approved post-quantum safety” and tamper-resistant circuits. This growth is prone to pose challenges to Lattice’s low to mid-range FPGAs. As AMD is the main participant within the FPGA market by market share, we imagine Lattice could face elevated competitors, prompting them to innovate additional to keep up their aggressive edge within the low-cost FPGA section. Moreover, we imagine that Renesas, a brand new entrant into the FPGA market, could additional result in intensifying competitors.
Verdict
All in all, regardless of anticipated market progress headwinds in 2024, our evaluation signifies a robust potential for Lattice to maintain progress by increasing its product portfolio in low- and mid-power FPGAs. We anticipate vital strides from the corporate’s enlargement into the mid-range FPGA market. Nevertheless, we additionally take notice that whereas Lattice’s mid-range FPGAs outperform Microchip’s choices, they nonetheless lag behind trade leaders like AMD and Intel, although the corporate’s roadmaps indicated future product developments which might see enhancements in product efficiency to raised compete towards main gamers. Moreover, we imagine that Lattice may benefit from the robust progress in AI-related purposes resembling knowledge facilities, AI-enabled PCs, and ADAS methods as our market evaluation confirmed a mean CAGR of 35.9%, surpassing the administration’s forecasts. Delving deeper into end-market prospects for FPGAs, we recognized key progress drivers throughout numerous finish markets and the way Lattice is capitalizing on these drivers. Total, we imagine that Lattice is poised to capitalize on the rising demand for AI purposes, additional strengthening the corporate’s place within the FPGA market.
Based mostly on a reduction price of 13.4% (firm’s WACC), and terminal worth based mostly on its 5-year common EV/EBITDA of 49.77x, our mannequin reveals an upside of 25.95%. As well as, our up to date mannequin reveals the next upside as we beforehand used the trade’s EV/EBITDA ratio, which was solely 20.13x. We up to date the ratio as the corporate’s historic EV/EBITDA was considerably increased than the trade common (27.78x). Based mostly on our up to date DCF, we obtained a value goal of $99.57 and improve the corporate to a Purchase ranking.