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Visualizing the Power of the World’s Supercomputers

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Visualizing the Power of the World’s Supercomputers

A supercomputer is a machine that is built to handle billions, if not trillions of calculations at once. Each supercomputer is actually made up of many individual computers (known as nodes) that work together in parallel.

A common metric for measuring the performance of these machines is flops, or floating point operations per second.

In this visualization, we’ve used November 2021 data from TOP500 to visualize the computing power of the world’s top five supercomputers. For added context, a number of modern consumer devices were included in the comparison.

Ranking by Teraflops

Because supercomputers can achieve over one quadrillion flops, and consumer devices are much less powerful, we’ve used teraflops as our comparison metric.

1 teraflop = 1,000,000,000,000 (1 trillion) flops.

RankNameTypeTeraflops
#1🇯🇵 Supercomputer FugakuSupercomputer537,212
#2🇺🇸 SummitSupercomputer200,795
#3🇺🇸 SierraSupercomputer125,712
#4🇨🇳 Sunway TaihulightSupercomputer125,436
#5🇺🇸 PerlmutterSupercomputer93,750
n/aNvidia Titan RTXConsumer device130
n/aNvidia GeForce RTX 3090Consumer device36
n/aXbox Series XConsumer device12
n/aTesla Model S (2021) Consumer device10

Supercomputer Fugaku was completed in March 2021, and is officially the world’s most powerful supercomputer. It’s used for various applications, including weather simulations and innovative drug discovery.

Sunway Taihulight is officially China’s top supercomputer and fourth most powerful in the world. That said, some experts believe that the country is already operating two much more powerful systems, based on data from anonymous sources.

As you can see, the most advanced consumer devices do not come close to supercomputing power. For example, it would take the combined power of 4,000 Nvidia Titan RTX graphics cards (the most powerful consumer card available) to measure up to the Fugaku.

Upcoming Supercomputers

One of China’s unrevealed supercomputers is supposedly named Oceanlite, and is a successor to Sunway Taihulight. It’s believed to have reached 1.3 exaflops, or 1.3 quintillion flops. The following table makes it easier to follow all of these big numbers.

NameNotationExponentPrefix
Quintillion1,000,000,000,000,000,00010^18Exa 
Quadrillion1,000,000,000,000,00010^15Peta
Trillion 1,000,000,000,00010^12Tera
Billion1,000,000,00010^9Giga
Million1,000,00010^6Mega

In the U.S., rival chipmakers AMD and Intel have both won contracts from the U.S. Department of Energy to build exascale supercomputers. On the AMD side, there’s Frontier and El Capitan, while on the Intel side, there’s Aurora.

Also involved in the EL Capitan project is Hewlett Packard Enterprise (HPE), which claims the supercomputer will be able to reach 2 exaflops upon its completion in 2023. All of this power will be used to support several exciting endeavors:

  • Enable advanced simulation and modeling to support the U.S. nuclear stockpile and ensure its reliability and security.
  • Accelerate cancer drug discovery from six years to one year through a partnership with pharmaceutical company, GlaxoSmithKline
  • Understand the dynamic and mutations of RAS proteins that are linked to 30% of human cancers

Altogether, exascale computing represents the ability to conduct complex analysis in a matter of seconds, rather than hours. This could unlock an even faster pace of innovation.

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Timeline: The Shocking Collapse of Silicon Valley Bank

Silicon Valley Bank was shuttered by regulators becoming the largest bank to fail since the height of the Financial Crisis. What happened?

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Timeline: The Shocking Collapse of Silicon Valley Bank

Just days ago, Silicon Valley Bank (SVB) was still viewed as a highly-respected player in the tech space, counting thousands of U.S. venture capital-backed startups as its customers.

But fast forward to the end of last week, and SVB was shuttered by regulators after a panic-induced bank run.

So, how exactly did this happen? We dig in below.

Road to a Bank Run

SVB and its customers generally thrived during the low interest rate era, but as rates rose, SVB found itself more exposed to risk than a typical bank. Even so, at the end of 2022, the bank’s balance sheet showed no cause for alarm.

Summary of the SVB balance sheet at the end of 2022

As well, the bank was viewed positively in a number of places. Most Wall Street analyst ratings were overwhelmingly positive on the bank’s stock, and Forbes had just added the bank to its Financial All-Stars list.

Outward signs of trouble emerged on Wednesday, March 8th, when SVB surprised investors with news that the bank needed to raise more than $2 billion to shore up its balance sheet.

The reaction from prominent venture capitalists was not positive, with Coatue Management, Union Square Ventures, and Peter Thiel’s Founders Fund moving to limit exposure to the 40-year-old bank. The influence of these firms is believed to have added fuel to the fire, and a bank run ensued.

Also influencing decision making was the fact that SVB had the highest percentage of uninsured domestic deposits of all big banks. These totaled nearly $152 billion, or about 97% of all deposits.

ℹ️ The Federal Deposit Insurance Corporation (FDIC) insures up to $250,000 per account, per bank, for depositors.

By the end of the day, customers had tried to withdraw $42 billion in deposits.

What Triggered the SVB Collapse?

While the collapse of SVB took place over the course of 44 hours, its roots trace back to the early pandemic years.

In 2021, U.S. venture capital-backed companies raised a record $330 billion—double the amount seen in 2020. At the time, interest rates were at rock-bottom levels to help buoy the economy.

Matt Levine sums up the situation well: “When interest rates are low everywhere, a dollar in 20 years is about as good as a dollar today, so a startup whose business model is “we will lose money for a decade building artificial intelligence, and then rake in lots of money in the far future” sounds pretty good. When interest rates are higher, a dollar today is better than a dollar tomorrow, so investors want cash flows. When interest rates were low for a long time, and suddenly become high, all the money that was rushing to your customers is suddenly cut off.”

YearU.S. Venture Capital ActivityAnnual % Change
2021$330B98%
2020$167B15%
2019$145B1%
2018$144B64%
2017$88B6%
2016$83B-3%

Source: Pitchbook

Why is this important? During this time, SVB received billions of dollars from these venture-backed clients. In one year alone, their deposits increased 100%. They took these funds and invested them in longer-term bonds. As a result, this created a dangerous trap as the company expected rates would remain low.

During this time, SVB invested in bonds at the top of the market. As interest rates rose higher and bond prices declined, SVB started taking major losses on their long-term bond holdings.

Losses Fueling a Liquidity Crunch

When SVB reported its fourth quarter results in early 2023, Moody’s Investor Service, a credit rating agency took notice. In early March, it said that SVB was at high risk for a downgrade due to its significant unrealized losses.

In response, SVB looked to sell $2 billion of its investments at a loss to help boost liquidity for its struggling balance sheet. Soon, more hedge funds and venture investors realized SVB could be on thin ice. Depositors withdrew funds in droves, spurring a liquidity squeeze and prompting California regulators and the FDIC to step in and shut down the bank.

What Happens Now?

While much of SVB’s activity was focused on the tech sector, the bank’s shocking collapse has rattled a financial sector that is already on edge.

The four biggest U.S. banks lost a combined $52 billion the day before the SVB collapse. On Friday, other banking stocks saw double-digit drops, including Signature Bank (-23%), First Republic (-15%), and Silvergate Capital (-11%).

NameStock Price Change, March 10 2023Unrealized Losses / Tangible Equity
SVB Financial-60%*-99%
First Republic Bank-15%-29%
Zions Bancorp-2%-47%
Comerica-5%-47%
U.S. Bancorp-4%-55%
Fifth Third Bancorp-4%-38%
Bank of America-1%-54%
Wells Fargo1%-33%
JPMorgan-1%-21%

Source: Morningstar Direct. *Represents March 9 data, trading halted on March 10.

When the dust settles, it’s hard to predict the ripple effects that will emerge from this dramatic event. For investors, the Secretary of the Treasury Janet Yellen announced confidence in the banking system remaining resilient, noting that regulators have the proper tools in response to the issue.

But others have seen trouble brewing as far back as 2020 (or earlier) when commercial banking assets were skyrocketing and banks were buying bonds when rates were low.

The whole sector is in crisis, and the banks and investors that support these assets are going to have to figure out what to do.-Christopher Whalen, The Institutional Risk Analyst

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