Ming Zhao Profile picture
May 21, 2021 16 tweets 5 min read Read on X
📀Semiconductor Industry Primer💿

Semis are 🔥🔥 in 2021! But how to trade ‘em?
Hot take: chips are commodities. Trade like oil, not tech.
👇
1 Ecosystem overview
2 Supply chain
3 Key drivers
4 Key Metrics
5 Macro catalysts
6 What's going on in 2021? COVID run-up & sell-off 📈📉 Image
1/ Ecosystem

Semis trade like oil. Calling them "tech" is just deceiving.
What separates gurus from newbs isn’t knowing about wafers. It’s understanding the global value chain & drivers of supply/demand.

Here's a market map of key players & where they sit in the supply chain. Image
First, slice the ecosystem:
👉by component type (Memory, Logic, µP, Analog)
👉by end-market (Comms, PC, Consumer, Industrial, Auto)

Then identify top players per component product & per end-market.

Then trace demand flow:
from component type (source) ➡️ each end-market (dest). ImageImage
ImageImage
Geographical Distribution: ImageImage
Top Players

Intel: Biggest IDM. #1 in µprocessors
TSMC: #1 foundry, ~59% mkt share
Samsung: #1 in DRAM, NAND. LTE modem supplier to AAPL
Broadcom: #1 in network infra (WLAN, BT, GPS, FM, NFC)
Texas Ins: #1 in analog ICs. Big supplier to autos + industrials
Nvidia: #1 in AI GPUs
2/ Supply Chain

From transistors --> iPhones, self-driving cars, & PS-5s...
How do we get there? Image
1st stop: Chip Design (2 strategies)
- Fabless designers (e.g. Nvidia, Xilinx) outsource manufacturing to dedicated foundries & enjoy higher margins + low capex
- IDMs (e.g. Intel, Texas Ins.) are vertically integrated; design & manufacture in-house for higher operating leverage
2nd stop: Manufacturing & Testing
- Foundries (e.g. TSMC, SMIC) do the actual wafer processing, assembly & hardware testing based on designer specs
- most IDMs outsource at least part of their manufacturing
3rd stop: Chip Distribution to Equipment Manufacturers:
- Distributors (e.g. Avnet, Arrow) perform 3 main functions:
a) carry inventory to smooth supply
b) handle import logistics internationally
c) reach smaller equipment manufacturers that chip designers don’t service directly
4th stop: Equipment manufacturing
- ODMs: perform electronics manufacturing on behalf of OEMs
e.g. Foxconn, Jabil
- OEMs: design & market branded electronic products to end customers and service providers (some verticalize the manufacturing in-house)
e.g. IBM, HP, AAPL
5th stop (final): Distribution to end-markets
End customers include:
- Electronics Retailers (B2C)
e.g. Best Buy, Walmart, Amazon
- Industrial conglomerates
e.g. Rockwell, Siemens
- Autos
e.g. Tesla, Toyota
- Governments
3/ Key Drivers

Supply & demand (cyclicality)
4-stage cycle lasting ~3Y: (1) strong market w/ capex expansion → (2) downturn w/ excess capacity & price softening → (3) weak markets w/ low capex investment →(4) upturn w/ price firming

- Geopolitics (US-China tension) Image
4/ Key Metrics to Watch
- Total industry-wide sales
- ASP (avg selling price)
- Gross margin (avg ~50%)
- Inventory
- Capex Spending

No-longer Tracked Metric
- Fab utilization % (this metric used to be a leading indicator of producers’ margins but SICAS stopped report in 2012) Image
5/ Catalysts & Tailwinds

- AI craze spurs demand for GPUs & FPGAs
winner: NVDA
- 5G, faster connectivity craze
winner: Broadcom
- Wearables/IoT craze
winner: TXN, Intel
-US/China Tensions
winner: SMIC
- Biden’s $50B pledge to expand chip manufacturing
winner: all US vendors
6/ So what happened in 2020-2021?

1. COVID forced fabs to shut down, tightening supply
2. WFH forced IT changes, spurring demand
3. Gah! A global chip shortage!
4. Prices ⬆️. “Chip profits must 📈!” said the market in Feb
5. Volumes ⬇️. "Profits must 📉!" said the market in May Image

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More from @FabiusMercurius

May 27, 2023
Nvidia is about to become the 1st trillion-dollar chipmaker, after surging $200B in valuation in a single day.

But when cofounders Jensen, Chris, & Curtis started the company in 1993, they had only $40K in the bank.

Here’s Nvidia’s founding story, from 0 to Taxman of AI.
👇
🧵/ ImageImage
1/ On Day 0
The idea came together over breakfast at Dennys — to bring 3D graphics computing to the burgeoning video game industry.

The risk was clear—$10M+ initial capex needed to ship the first accelerator with no pre-committed customers, no funding, and huge technology &… twitter.com/i/web/status/1…
2/ Cofounders take action

So Jensen quit his director job at chipmaker LSI Logic (now Broadcom). And Chris and Curtis quit their engineering jobs at Sun Microsystems.

Nvidia initially had no name and the co-founders named all their files NV for “next version.” When the founders… twitter.com/i/web/status/1…
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Apr 15, 2023
🔎How to Read a Term Sheet

VC term sheets are one of the most talked-about & least-understood docs in existence.
What's dirty, what's standard?

Whether you're building a company or thinking about it, as founder or employee:

Here's what the VCs know that you need to know👇
🧵/ Image
0/ the basics

Your objective: build cool shit
VC's objective: achieve maximum rate of return

Interests on both sides usually align — until they don't.

Term sheets spell out the:
(1) control rights, and
(2) economic rights

of both parties as the company goes from 0->1.
Key parts:

- Valuation is always the 1st (&only) thing people talk about.

But other subtle clauses can and do foil a high val many times over to sour deal economics.

These include:
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Read 19 tweets
Apr 9, 2023
8 Underrated ChatGPT Prompts for B2B Sales

(with real examples, each scored #/10 on usefulness & accuracy)

👇
1/ Sourcing potential clients
score: 9/10

Prompt:
"Find 50 [insert business, eg. brokers] in [target region] that [do X, eg. offer US stocks on their investment app]?
Indicate each's website, HQ, & [other relevant info: eg. their custodial partner]. Put everything into a chart.
2/ Forming Google Dork queries to refine souring
score: 9/10

If your clients are also clients of X & if you know what terms are in a standard partnership agreement, you can Google DORK to source many more "hidden" candidate clients that have no publicly announced partnerships!
Read 11 tweets
Mar 25, 2023
Dissecting the Impending CRE Crisis

Soon u'll hear a lot more on CRE.

Why? B/c US banks & PE firms are headed for real estate doomsday.
4 collapses in 11 days
$270B in CRE loans due EoY
$3B+ defaulted in March 2023 alone

What is CRE & why does it matter?
What's next?
👇
🧵/… twitter.com/i/web/status/1…
1/ What is CRE?
"Commercial real estate" = property for business

The US CRE industry is a $20.7 trillion market.

Core segments include:
- office
- industrial
- multifamily
- retail
- hotels
- land
Investors specialize into 3 major investment strategies:
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Core:
- low risk, "steady income" play
- safe geos (NYC, SF)
- high starting occupancy
- target IRR: 6-9%

Value add:
- medium risk, "asset appreciation" play
- investor must put in work… twitter.com/i/web/status/1…
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Mar 16, 2023
BREAKING:
Another wrinkle in the regional banks / $SIVB / $SBNY saga.

Retail investors about to lose $𝟑𝟏𝟎 𝐌𝐈𝐋𝐋𝐈𝐎𝐍 𝐓𝐇𝐈𝐒 𝐅𝐑𝐈𝐃𝐀𝐘— $130M on SVB + $180M on SBNY.
But NO ONE is talking about it.

WSB mods are even censoring posts about it.

What’s going on?
👇
🧵/
1/ The News

On 3/14, National Securities Clearing Corp (NSCC) said it will no longer accept $SIVB & $SBNY exercise. Settlements will be be broker-by-broker.

What does this mean?

In short, things are about to get fucked.
Put holders are about to get WIPED.

Let me explain ...
2/ Expectation vs Reality

Normally if u buy a put and stock --> $0, u should make a BOATLOAD of $$! Right?

Wrong
Not this time
Not on $SIVB

Why?
u can only cash in gains via 2 ways:
a) sell
b) exercise

For SVB puts, depending on ur broker, u might not be allowed to do either!
Read 13 tweets
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🏦📉 SVB Crash Explained📉🏦

Silicon Valley Bank—#16 largest US bank with $212B — just crashed 60% in 1 day & fell 22% post-close. Stock halted now.

@BillAckman is calling a US gov bailout.
@peterthiel is calling a bank run.
JPM, BAC, WFC all dropped 6%.
What's next?

Is this… twitter.com/i/web/status/1…
1/ How banks make money

Let's start at the beginning: SVB is a bank.
Banks make 💸💸 by taking in deposits & lending back out at higher rates.

This spread btw interest earned on loans vs paid on deposits is called NII (Net Interest Income).

NII is SVB's #1 profit source: ~73%
2/ How banks lose money

SVB's NII comes from 2 main sources:
1) interest on loans to startups
2) yield from fixed income investments (treasuries, MBS)

So SVB loses $ when:
1) startups default on debt
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Read 16 tweets

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