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Nvidia Corporation ( ) is an American
multinational corporation A multinational corporation (MNC; also called a multinational enterprise (MNE), transnational enterprise (TNE), transnational corporation (TNC), international corporation, or stateless corporation, is a corporate organization that owns and cont ...
and
technology company A technology company (or tech company) is a company that focuses primarily on the manufacturing, support, research and development of—most commonly computing, telecommunication and consumer electronics–based—technology-intensive products and ...
headquartered in
Santa Clara, California Santa Clara ( ; Spanish language, Spanish for "Clare of Assisi, Saint Clare") is a city in Santa Clara County, California. The city's population was 127,647 at the 2020 United States census, 2020 census, making it the List of cities and towns i ...
, and incorporated in Delaware. Founded in 1993 by
Jensen Huang Jen-Hsun "Jensen" Huang ( zh, t=黃仁勳, poj=N̂g Jîn-hun, hp=Huáng Rénxūn; born February 17, 1963) is a Taiwanese and American businessman, electrical engineer, and philanthropist who is the president, co-founder, and chief executive of ...
(president and CEO), Chris Malachowsky, and Curtis Priem, it designs and supplies
graphics processing unit A graphics processing unit (GPU) is a specialized electronic circuit designed for digital image processing and to accelerate computer graphics, being present either as a discrete video card or embedded on motherboards, mobile phones, personal ...
s (GPUs),
application programming interface An application programming interface (API) is a connection between computers or between computer programs. It is a type of software Interface (computing), interface, offering a service to other pieces of software. A document or standard that des ...
s (APIs) for data science and
high-performance computing High-performance computing (HPC) is the use of supercomputers and computer clusters to solve advanced computation problems. Overview HPC integrates systems administration (including network and security knowledge) and parallel programming into ...
, and
system on a chip A system on a chip (SoC) is an integrated circuit that combines most or all key components of a computer or Electronics, electronic system onto a single microchip. Typically, an SoC includes a central processing unit (CPU) with computer memory, ...
units (SoCs) for
mobile computing Mobile computing is human–computer interaction in which a computer is expected to be transported during normal usage and allow for transmission of data, which can include voice and video transmissions. Mobile computing involves mobile commun ...
and the automotive market. Nvidia is also a leading supplier of
artificial intelligence Artificial intelligence (AI) is the capability of computer, computational systems to perform tasks typically associated with human intelligence, such as learning, reasoning, problem-solving, perception, and decision-making. It is a field of re ...
(AI) hardware and software. Nvidia outsources the manufacturing of the hardware it designs. Nvidia's professional line of GPUs are used for edge-to-cloud computing and in supercomputers and workstations for applications in fields such as architecture, engineering and construction, media and entertainment, automotive, scientific research, and manufacturing design. Its GeForce line of GPUs are aimed at the consumer market and are used in applications such as
video editing Video editing is the post-production and arrangement of video shots. To showcase excellent video editing to the public, video editors must be reasonable and ensure they have a thorough understanding of film, television, and other sorts of videog ...
,
3D rendering 3D rendering is the 3D computer graphics process of converting 3D models into 2D images on a computer. 3D renders may include photorealistic effects or non-photorealistic styles. Rendering methods Rendering is the final process of creati ...
, and PC gaming. With a market share of 80.2% in the second quarter of 2023, Nvidia leads global sales of discrete desktop GPUs by a wide margin. The company expanded its presence in the gaming industry with the introduction of the Shield Portable (a
handheld game console A handheld game console, or simply handheld console, is a small, portable self-contained video game console with a built-in screen, game controls and speakers. Handheld game consoles are smaller than home video game consoles and contain the con ...
), Shield Tablet (a gaming tablet), and Shield TV (a digital media player), as well as its cloud gaming service GeForce Now. In addition to GPU design and outsourcing manufacturing, Nvidia provides the
CUDA In computing, CUDA (Compute Unified Device Architecture) is a proprietary parallel computing platform and application programming interface (API) that allows software to use certain types of graphics processing units (GPUs) for accelerated gene ...
software platform and
API An application programming interface (API) is a connection between computers or between computer programs. It is a type of software interface, offering a service to other pieces of software. A document or standard that describes how to build ...
that allows the creation of massively parallel programs which utilize GPUs. They are deployed in supercomputing sites around the world. In the late 2000s, Nvidia had moved into the mobile computing market, where it produced Tegra mobile processors for smartphones and tablets and vehicle navigation and entertainment systems. Its competitors include
AMD Advanced Micro Devices, Inc. (AMD) is an American multinational corporation and technology company headquartered in Santa Clara, California and maintains significant operations in Austin, Texas. AMD is a hardware and fabless company that de ...
,
Intel Intel Corporation is an American multinational corporation and technology company headquartered in Santa Clara, California, and Delaware General Corporation Law, incorporated in Delaware. Intel designs, manufactures, and sells computer compo ...
,
Qualcomm Qualcomm Incorporated () is an American multinational corporation headquartered in San Diego, California, and Delaware General Corporation Law, incorporated in Delaware. It creates semiconductors, software and services related to wireless techn ...
, and
AI accelerator A neural processing unit (NPU), also known as AI accelerator or deep learning processor, is a class of specialized hardware accelerator or computer system designed to accelerate artificial intelligence (AI) and machine learning applications, inc ...
companies such as Cerebras and Graphcore. It also makes AI-powered software for audio and video processing (e.g., Nvidia Maxine). Nvidia's attempt to acquire Arm from
SoftBank is a Japanese multinational Investment company, investment holding company headquartered in Minato, Tokyo, that focuses on investment management. The group primarily invests in companies operating in technology that offer goods and services ...
in September 2020 failed to materialize following extended regulatory scrutiny, leading to the termination of the deal in February 2022 in what would have been the largest semiconductor acquisition. In 2023, Nvidia became the seventh public U.S. company to be valued at over $1 trillion, and the company's valuation has increased rapidly since then amid growing demand for data center chips with AI capabilities in the midst of the AI boom. In June 2024, for one day, Nvidia overtook
Microsoft Microsoft Corporation is an American multinational corporation and technology company, technology conglomerate headquartered in Redmond, Washington. Founded in 1975, the company became influential in the History of personal computers#The ear ...
as the world's most valuable publicly traded company, with a
market capitalization Market capitalization, sometimes referred to as market cap, is the total value of a publicly traded company's outstanding common shares owned by stockholders. Market capitalization is equal to the market price per common share multiplied by ...
of over $3.3 trillion.


History


Founding

Nvidia was founded on April 5, 1993, by
Jensen Huang Jen-Hsun "Jensen" Huang ( zh, t=黃仁勳, poj=N̂g Jîn-hun, hp=Huáng Rénxūn; born February 17, 1963) is a Taiwanese and American businessman, electrical engineer, and philanthropist who is the president, co-founder, and chief executive of ...
(who, , remains CEO), a Taiwanese-American electrical engineer who was previously the director of CoreWare at LSI Logic and a
microprocessor A microprocessor is a computer processor (computing), processor for which the data processing logic and control is included on a single integrated circuit (IC), or a small number of ICs. The microprocessor contains the arithmetic, logic, a ...
designer at
AMD Advanced Micro Devices, Inc. (AMD) is an American multinational corporation and technology company headquartered in Santa Clara, California and maintains significant operations in Austin, Texas. AMD is a hardware and fabless company that de ...
; Chris Malachowsky, an engineer who worked at
Sun Microsystems Sun Microsystems, Inc., often known as Sun for short, was an American technology company that existed from 1982 to 2010 which developed and sold computers, computer components, software, and information technology services. Sun contributed sig ...
; and Curtis Priem, who was previously a senior staff engineer and graphics chip designer at
IBM International Business Machines Corporation (using the trademark IBM), nicknamed Big Blue, is an American Multinational corporation, multinational technology company headquartered in Armonk, New York, and present in over 175 countries. It is ...
and Sun Microsystems. In late 1992, the three men agreed to start the company in a meeting at a Denny's roadside diner on Berryessa Road in East San Jose. This article was written by a ''Forbes'' staff member and was published in the December 19, 2016, issue of ''Forbes'' magazine. At the time, Malachowsky and Priem were frustrated with Sun's management and were looking to leave, but Huang was on "firmer ground", in that he was already running his own division at LSI. The three co-founders discussed a vision of the future which was so compelling that Huang decided to leave LSI and become the chief executive officer of their new startup. The three co-founders envisioned graphics-based processing as the best trajectory for tackling challenges that had eluded general-purpose computing methods. As Huang later explained: "We also observed that video games were simultaneously one of the most computationally challenging problems and would have incredibly high sales volume. Those two conditions don't happen very often. Video games was our
killer app A killer application (often shortened to killer app) is any software that is so necessary or desirable that it proves the core value of some larger technology, such as its host computer hardware, video game console, software platform, or operati ...
— a flywheel to reach large markets funding huge R&D to solve massive computational problems." The first problem was who would quit first. Huang's wife, Lori, did not want him to resign from LSI unless Malachowsky resigned from Sun at the same time, and Malachowsky's wife, Melody, felt the same way about Huang. Priem broke that deadlock by resigning first from Sun, effective December 31, 1992. According to Priem, this put pressure on Huang and Malachowsky to not leave him to "flail alone", so they gave notice too. Huang left LSI and "officially joined Priem on February 17", which was also Huang's 30th birthday, while Malachowsky left Sun in early March. In early 1993, the three founders began working together on their new startup in Priem's townhouse in
Fremont, California Fremont () is a city in Alameda County, California, United States. Located in the East Bay region of the San Francisco Bay Area, Bay Area, Fremont has a population of 230,504 as of 2020, making it the fourth List of cities and towns in the San F ...
. With $40,000 in the bank, the company was born. The company subsequently received $20 million of venture capital funding from
Sequoia Capital Sequoia Capital Operations, LLC is an American venture capital firm headquartered in Menlo Park, California, specializing in seed stage, early stage, and growth stage investments in private companies across technology sectors. the firm had appro ...
, Sutter Hill Ventures and others. During the late 1990s, Nvidia was one of 70 startup companies pursuing the idea that graphics acceleration for video games was the path to the future. Only two survived: Nvidia and ATI Technologies, the latter of which merged into AMD. Nvidia initially had no name. Priem's first idea was "Primal Graphics", a syllabic abbreviation of two of the founders' last names, but that left out Huang. They soon discovered it was impossible to create a workable name with syllables from all three founders' names, after considering "Huaprimal", "Prihuamal", "Malluapri", etc. The next idea came from Priem's idea for the name of Nvidia's first product. Priem originally wanted to call it the "GXNV", as in the "next version" of the GX graphics chips which he had worked on at Sun. Then Huang told Priem to "drop the GX", resulting in the name "NV". Priem made a list of words with the letters "NV" in them. At one point, Malachowsky and Priem wanted to call the company NVision, but that name was already taken by a manufacturer of toilet paper. Both Priem and Huang have taken credit for coming up with the name Nvidia, from " invidia", the Latin word for "envy". After the company outgrew Priem's townhouse, its original headquarters office was in
Sunnyvale, California Sunnyvale () is a city located in the Santa Clara Valley in northwestern Santa Clara County, California, United States. Sunnyvale lies along the historic El Camino Real (California), El Camino Real and U.S. Route 101 in California, Highway 1 ...
.


First graphics accelerator

Nvidia's first graphics accelerator, the NV1, was designed to process
quadrilateral In Euclidean geometry, geometry a quadrilateral is a four-sided polygon, having four Edge (geometry), edges (sides) and four Vertex (geometry), corners (vertices). The word is derived from the Latin words ''quadri'', a variant of four, and ''l ...
primitives ( forward texture mapping), a feature that set it apart from competitors, who preferred triangle primitives. However, when
Microsoft Microsoft Corporation is an American multinational corporation and technology company, technology conglomerate headquartered in Redmond, Washington. Founded in 1975, the company became influential in the History of personal computers#The ear ...
introduced the
DirectX Microsoft DirectX is a collection of application programming interfaces (APIs) for handling tasks related to multimedia, especially game programming and video, on Microsoft platforms. Originally, the names of these APIs all began with "Direct" ...
platform, it chose not to support any other graphics software and announced that its
Direct3D Direct3D is a graphics application programming interface (API) for Microsoft Windows. Part of DirectX, Direct3D is used to render three-dimensional graphics in applications where performance is important, such as games. Direct3D uses hardware ...
API would exclusively support triangles. As a result, the NV1 failed to gain traction in the market. Nvidia had also entered into a partnership with
Sega is a Japanese video game company and subsidiary of Sega Sammy Holdings headquartered in Tokyo. It produces several List of best-selling video game franchises, multi-million-selling game franchises for arcade game, arcades and video game cons ...
to supply the graphics chip for the
Dreamcast The is the final home video game console manufactured by Sega. It was released in Japan on November 27, 1998, in North America on September 9, 1999 and in Europe on October 14, 1999. It was the first sixth-generation video game console, prec ...
console and worked on the project for about a year. However, Nvidia's technology was already lagging behind competitors. This placed the company in a difficult position: continue working on a chip that was likely doomed to fail or abandon the project, risking financial collapse. In a pivotal moment, Sega's president, Shoichiro Irimajiri, visited Huang in person to inform him that Sega had decided to choose another vendor for the Dreamcast. However, Irimajiri believed in Nvidia's potential and persuaded Sega's management to invest $5 million into the company. Huang later reflected that this funding was all that kept Nvidia afloat, and that Irimajiri's "understanding and generosity gave us six months to live". In 1996, Huang laid off more than half of Nvidia's employees—thereby reducing headcount from 100 to 40—and focused the company's remaining resources on developing a graphics accelerator product optimized for processing triangle primitives: the RIVA 128. By the time the RIVA 128 was released in August 1997, Nvidia had only enough money left for one month's payroll. The sense of impending failure became so pervasive that it gave rise to Nvidia's unofficial company motto: "Our company is thirty days from going out of business." Huang began internal presentations to Nvidia staff with those words for many years. Nvidia sold about a million RIVA 128 units within four months, and used the revenue to fund development of its next generation of products. In 1998, the release of the RIVA TNT helped solidify Nvidia's reputation as a leader in graphics technology.


Public company

Nvidia went public on January 22, 1999. Investing in Nvidia after it had already failed to deliver on its contract turned out to be Irimajiri's best decision as Sega's president. After Irimajiri left Sega in 2000, Sega sold its Nvidia stock for $15 million. In late 1999, Nvidia released the
GeForce 256 The GeForce 256 is the original release in Nvidia's "GeForce" product line. Announced on August 31, 1999 and released on October 11, 1999, the GeForce 256 improves on its predecessor (RIVA TNT2) by increasing the number of fixed Graphics pipelin ...
(NV10), its first product expressly marketed as a GPU, which was most notable for introducing onboard transformation and lighting (T&L) to consumer-level 3D hardware. Running at 120 MHz and featuring four-pixel pipelines, it implemented advanced video acceleration,
motion compensation Motion compensation in computing is an algorithmic technique used to predict a frame in a video given the previous and/or future frames by accounting for motion of the camera and/or objects in the video. It is employed in the encoding of video ...
, and hardware sub-picture alpha blending. The GeForce outperformed existing products by a wide margin. Due to the success of its products, Nvidia won the contract to develop the graphics hardware for
Microsoft Microsoft Corporation is an American multinational corporation and technology company, technology conglomerate headquartered in Redmond, Washington. Founded in 1975, the company became influential in the History of personal computers#The ear ...
's
Xbox Xbox is a video gaming brand that consists of four main home video game console lines, as well as application software, applications (games), the streaming media, streaming service Xbox Cloud Gaming, and online services such as the Xbox networ ...
game console, which earned Nvidia a $200 million advance. However, the project took many of its best engineers away from other projects. In the short term this did not matter, and the GeForce 2 GTS shipped in the summer of 2000. In December 2000, Nvidia reached an agreement to acquire the intellectual assets of its one-time rival
3dfx 3dfx Interactive, Inc. was an American computer hardware company headquartered in San Jose, California, founded in 1994, that specialized in the manufacturing of 3D graphics processing units, and later, video cards. It was a pioneer in the f ...
, a pioneer in consumer 3D graphics technology leading the field from the mid-1990s until 2000. The acquisition process was finalized in April 2002. In 2001,
Standard & Poor's S&P Global Ratings (previously Standard & Poor's and informally known as S&P) is an American credit rating agency (CRA) and a division of S&P Global that publishes financial research and analysis on stocks, bonds, and commodities. S&P is co ...
selected Nvidia to replace the departing
Enron Enron Corporation was an American Energy development, energy, Commodity, commodities, and services company based in Houston, Texas. It was led by Kenneth Lay and developed in 1985 via a merger between Houston Natural Gas and InterNorth, both re ...
in the S&P 500 stock index, meaning that index funds would need to hold Nvidia shares going forward. In July 2002, Nvidia acquired Exluna for an undisclosed sum. Exluna made software-rendering tools and the personnel were merged into the Cg project. In August 2003, Nvidia acquired MediaQ for approximately US$70 million. It launched GoForce the following year. On April 22, 2004, Nvidia acquired iReady, also a provider of high-performance TCP offload engines and
iSCSI Internet Small Computer Systems Interface or iSCSI ( ) is an Internet Protocol-based storage networking standard for linking data storage facilities. iSCSI provides block-level access to storage devices by carrying SCSI commands over a TCP/IP ...
controllers. In December 2004, it was announced that Nvidia would assist
Sony is a Japanese multinational conglomerate (company), conglomerate headquartered at Sony City in Minato, Tokyo, Japan. The Sony Group encompasses various businesses, including Sony Corporation (electronics), Sony Semiconductor Solutions (i ...
with the design of the graphics processor ( RSX) for the
PlayStation 3 The PlayStation 3 (PS3) is a home video game console developed and marketed by Sony Computer Entertainment (SCE). It is the successor to the PlayStation 2, and both are part of the PlayStation brand of consoles. The PS3 was first released on ...
game console. On December 14, 2005, Nvidia acquired ULI Electronics, which at the time supplied third-party southbridge parts for
chipset In a computer system, a chipset is a set of electronic components on one or more integrated circuits that manages the data flow between the processor, memory and peripherals. The chipset is usually found on the motherboard of computers. Chips ...
s to ATI, Nvidia's competitor. In March 2006, Nvidia acquired
Hybrid Graphics AMD Hybrid Graphics technology is a collective brand from AMD for features of its Radeon line of discrete and integrated GPUs, promoting higher performance and productivity while reducing energy consumption. The technology previously applied t ...
. In December 2006, Nvidia, along with its main rival in the graphics industry AMD (which had acquired ATI), received subpoenas from the U.S. Department of Justice regarding possible antitrust violations in the graphics card industry.


2007–2014

''
Forbes ''Forbes'' () is an American business magazine founded by B. C. Forbes in 1917. It has been owned by the Hong Kong–based investment group Integrated Whale Media Investments since 2014. Its chairman and editor-in-chief is Steve Forbes. The co ...
'' named Nvidia its ''Company of the Year'' for 2007, citing the accomplishments it made during the said period as well as during the previous five years. On January 5, 2007, Nvidia announced that it had completed the acquisition of PortalPlayer, Inc. In February 2008, Nvidia acquired Ageia, developer of
PhysX PhysX is an Open-source software, open-source Real-time computer graphics, realtime physics engine middleware Software development kit, SDK developed by Nvidia as part of the Nvidia GameWorks software suite. Initially, video games supporting Ph ...
, a
physics engine A physics engine is computer software that provides an approximate simulation of certain physical systems, typically classical dynamics, including rigid body dynamics (including collision detection), soft body dynamics, and fluid dynamics. I ...
and physics processing unit. Nvidia announced that it planned to integrate the PhysX technology into its future GPU products. In July 2008, Nvidia took a write-down of approximately $200 million on its first-quarter revenue, after reporting that certain mobile chipsets and GPUs produced by the company had "abnormal failure rates" due to manufacturing defects. Nvidia, however, did not reveal the affected products. In September 2008, Nvidia became the subject of a class action lawsuit over the defects, claiming that the faulty GPUs had been incorporated into certain laptop models manufactured by
Apple Inc. Apple Inc. is an American multinational corporation and technology company headquartered in Cupertino, California, in Silicon Valley. It is best known for its consumer electronics, software, and services. Founded in 1976 as Apple Comput ...
,
Dell Dell Inc. is an American technology company that develops, sells, repairs, and supports personal computers (PCs), Server (computing), servers, data storage devices, network switches, software, computer peripherals including printers and webcam ...
, and HP. In September 2010, Nvidia reached a settlement, in which it would reimburse owners of the affected laptops for repairs or, in some cases, replacement. On January 10, 2011, Nvidia signed a six-year, $1.5 billion cross-licensing agreement with Intel, ending all litigation between the two companies. In November 2011, after initially unveiling it at
Mobile World Congress MWC Barcelona (formerly but still commonly referred to as Mobile World Congress) is an annual trade show dedicated to the mobile communications industry. The event is held in L'Hospitalet de Llobregat, Spain, at the Fira de Barcelona Gran ...
, Nvidia released its ARM-based
system on a chip A system on a chip (SoC) is an integrated circuit that combines most or all key components of a computer or Electronics, electronic system onto a single microchip. Typically, an SoC includes a central processing unit (CPU) with computer memory, ...
for mobile devices, Tegra 3. Nvidia claimed that the chip featured the first-ever quad-core mobile CPU. In May 2011, it was announced that Nvidia had agreed to acquire Icera, a baseband chip making company in the UK, for $367 million. In January 2013, Nvidia unveiled the Tegra 4, as well as the Nvidia Shield, an Android-based
handheld game console A handheld game console, or simply handheld console, is a small, portable self-contained video game console with a built-in screen, game controls and speakers. Handheld game consoles are smaller than home video game consoles and contain the con ...
powered by the new system on a chip. On July 29, 2013, Nvidia announced that they acquired PGI from STMicroelectronics. In February 2013, Nvidia announced its plans to build a new headquarters in the form of two giant triangle-shaped buildings on the other side of San Tomas Expressway (to the west of its existing headquarters complex). The company selected triangles as its design theme. As Huang explained in a blog post, the triangle is "the fundamental building block of computer graphics". In 2014, Nvidia ported the
Valve A valve is a device or natural object that regulates, directs or controls the flow of a fluid (gases, liquids, fluidized solids, or Slurry, slurries) by opening, closing, or partially obstructing various passageways. Valves are technically Pip ...
games '' Portal'' and '' Half Life 2'' to its Nvidia Shield Tablet as Lightspeed Studio. Since 2014, Nvidia has diversified its business focusing on three markets: gaming, automotive electronics, and mobile devices. That same year, Nvidia also prevailed in litigation brought by the trustee of 3dfx's bankruptcy estate to challenge its 2000 acquisition of 3dfx's intellectual assets. On November 6, 2014, in an unpublished memorandum order, the U.S. Court of Appeals for the Ninth Circuit affirmed the "district court's judgment affirming the bankruptcy court's determination that vidiadid not pay less than fair market value for assets purchased from 3dfx shortly before 3dfx filed for bankruptcy".


2016–2018

On May 6, 2016, Nvidia unveiled the first GPUs of the GeForce 10 series, the GTX 1080 and 1070, based on the company's new Pascal microarchitecture. Nvidia claimed that both models outperformed its
Maxwell Maxwell may refer to: People * Maxwell (surname), including a list of people and fictional characters with the name ** James Clerk Maxwell, mathematician and physicist * Justice Maxwell (disambiguation) * Maxwell baronets, in the Baronetage of N ...
-based Titan X model; the models incorporate GDDR5X and GDDR5 memory respectively, and use a 16 nm manufacturing process. The architecture also supports a new hardware feature known as simultaneous multi-projection (SMP), which is designed to improve the quality of multi-monitor and
virtual reality Virtual reality (VR) is a Simulation, simulated experience that employs 3D near-eye displays and pose tracking to give the user an immersive feel of a virtual world. Applications of virtual reality include entertainment (particularly video gam ...
(VR) rendering. Laptops that include these GPUs and are sufficiently thin – as of late 2017, under  – have been designated as meeting Nvidia's "Max-Q" design standard. In July 2016, Nvidia agreed to a settlement for a false advertising lawsuit regarding its GTX 970 model, as the models were unable to use all of their advertised 4 GB of VRAM due to limitations brought by the design of its hardware. In May 2017, Nvidia announced a partnership with
Toyota is a Japanese Multinational corporation, multinational Automotive industry, automotive manufacturer headquartered in Toyota City, Aichi, Japan. It was founded by Kiichiro Toyoda and incorporated on August 28, 1937. Toyota is the List of manuf ...
which would use Nvidia's Drive PX-series artificial intelligence platform for its autonomous vehicles. In July 2017, Nvidia and Chinese search giant
Baidu Baidu, Inc. ( ; ) is a Chinese multinational technology company specializing in Internet services and artificial intelligence. It holds a dominant position in China's search engine market (via Baidu Search), and provides a wide variety of o ...
announced a far-reaching AI partnership that includes cloud computing, autonomous driving, consumer devices, and Baidu's open-source AI framework PaddlePaddle. Baidu unveiled that Nvidia's Drive PX 2 AI will be the foundation of its autonomous-vehicle platform. Nvidia officially released the Titan V on December 7, 2017. Nvidia officially released the Nvidia Quadro GV100 on March 27, 2018. Nvidia officially released the RTX 2080 GPUs on September 27, 2018. In 2018,
Google Google LLC (, ) is an American multinational corporation and technology company focusing on online advertising, search engine technology, cloud computing, computer software, quantum computing, e-commerce, consumer electronics, and artificial ...
announced that Nvidia's Tesla P4 graphic cards would be integrated into Google Cloud service's artificial intelligence. In May 2018, on the Nvidia user forum, a thread was started asking the company to update users when they would release web drivers for its cards installed on legacy
Mac Pro Mac Pro is a series of workstations and servers for professionals made by Apple Inc. since 2006. The Mac Pro, by some performance benchmarks, is the most powerful computer that Apple offers. It is one of four desktop computers in the current ...
machines up to mid-2012 5,1 running the macOS Mojave operating system 10.14. Web drivers are required to enable graphics acceleration and multiple display monitor capabilities of the GPU. On its Mojave update info website, Apple stated that macOS Mojave would run on legacy machines with ' Metal compatible' graphics cards and listed Metal compatible GPUs, including some manufactured by Nvidia. However, this list did not include Metal compatible cards that currently work in macOS High Sierra using Nvidia-developed web drivers. In September, Nvidia responded, "Apple fully controls drivers for macOS. But if Apple allows, our engineers are ready and eager to help Apple deliver great drivers for macOS 10.14 (Mojave)." In October, Nvidia followed this up with another public announcement, "Apple fully controls drivers for macOS. Unfortunately, Nvidia currently cannot release a driver unless it is approved by Apple," suggesting a possible rift between the two companies. By January 2019, with still no sign of the enabling web drivers, Apple Insider weighed into the controversy with a claim that Apple management "doesn't want Nvidia support in macOS". The following month, Apple Insider followed this up with another claim that Nvidia support was abandoned because of "relational issues in the past", and that Apple was developing its own GPU technology. Without Apple-approved Nvidia web drivers, Apple users are faced with replacing their Nvidia cards with a competing supported brand, such as AMD Radeon from the list recommended by Apple.


2019 acquisition of Mellanox Technologies

On March 11, 2019, Nvidia announced a deal to buy Mellanox Technologies for $6.9 billion to substantially expand its footprint in the high-performance computing market. In May 2019, Nvidia announced new RTX Studio laptops. The creators say that the new laptop is going to be seven times faster than a top-end MacBook Pro with a Core i9 and AMD's Radeon Pro Vega 20 graphics in apps like
Maya Maya may refer to: Ethnic groups * Maya peoples, of southern Mexico and northern Central America ** Maya civilization, the historical civilization of the Maya peoples ** Mayan languages, the languages of the Maya peoples * Maya (East Africa), a p ...
and RedCine-X Pro. In August 2019, Nvidia announced '' Minecraft RTX'', an official Nvidia-developed patch for the game ''
Minecraft ''Minecraft'' is a 2011 sandbox game developed and published by the Swedish video game developer Mojang Studios. Originally created by Markus Persson, Markus "Notch" Persson using the Java (programming language), Java programming language, the ...
'' adding real-time DXR ray tracing exclusively to the Windows 10 version of the game. The whole game is, in Nvidia's words, "refit" with
path tracing Path tracing is a rendering algorithm in computer graphics that Simulation, simulates how light interacts with Physical object, objects, voxels, and Volumetric_path_tracing, participating media to generate realistic (''physically plausible'') R ...
, which dramatically affects the way light, reflections, and shadows work inside the engine.


2020–2023

In May 2020, Nvidia announced it was acquiring Cumulus Networks. Post acquisition the company was absorbed into Nvidia's networking business unit, along with Mellanox. In May 2020, Nvidia's developed an
open-source Open source is source code that is made freely available for possible modification and redistribution. Products include permission to use and view the source code, design documents, or content of the product. The open source model is a decentrali ...
ventilator to address the shortage resulting from the global
coronavirus pandemic The COVID-19 pandemic (also known as the coronavirus pandemic and COVID pandemic), caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), began with an disease outbreak, outbreak of COVID-19 in Wuhan, China, in December ...
. On May 14, 2020, Nvidia officially announced their
Ampere The ampere ( , ; symbol: A), often shortened to amp,SI supports only the use of symbols and deprecates the use of abbreviations for units. is the unit of electric current in the International System of Units (SI). One ampere is equal to 1 c ...
GPU microarchitecture and the Nvidia A100 GPU accelerator. In July 2020, it was reported that Nvidia was in talks with
SoftBank is a Japanese multinational Investment company, investment holding company headquartered in Minato, Tokyo, that focuses on investment management. The group primarily invests in companies operating in technology that offer goods and services ...
to buy Arm, a UK-based chip designer, for $32 billion. On September 1, 2020, Nvidia officially announced the GeForce 30 series based on the company's new Ampere microarchitecture. On September 13, 2020, Nvidia announced that they would buy Arm from SoftBank Group for $40 billion, subject to the usual scrutiny, with the latter retaining a 10% share of Nvidia. In October 2020, Nvidia announced its plan to build the most powerful computer in
Cambridge Cambridge ( ) is a List of cities in the United Kingdom, city and non-metropolitan district in the county of Cambridgeshire, England. It is the county town of Cambridgeshire and is located on the River Cam, north of London. As of the 2021 Unit ...
, England. The computer, called Cambridge-1, launched in July 2021 with a $100 million investment and will employ AI to support healthcare research. According to Jensen Huang, "The Cambridge-1 supercomputer will serve as a hub of innovation for the UK, and further the groundbreaking work being done by the nation's researchers in critical healthcare and drug discovery." Also in October 2020, along with the release of the Nvidia RTX A6000, Nvidia announced it is retiring its workstation GPU brand Quadro, shifting its product name to Nvidia RTX for future products and the manufacturing to be Nvidia Ampere architecture-based. In August 2021, the proposed takeover of Arm was stalled after the UK's
Competition and Markets Authority The Competition and Markets Authority (CMA) is the principal competition regulator in the United Kingdom. It is a non-ministerial government department in the United Kingdom, responsible for promoting competitive markets and tackling unfair beh ...
raised "significant competition concerns". In October 2021, the
European Commission The European Commission (EC) is the primary Executive (government), executive arm of the European Union (EU). It operates as a cabinet government, with a number of European Commissioner, members of the Commission (directorial system, informall ...
opened a competition investigation into the takeover. The Commission stated that Nvidia's acquisition could restrict competitors' access to Arm's products and provide Nvidia with too much internal information on its competitors due to their deals with Arm. SoftBank (the parent company of Arm) and Nvidia announced in early February 2022 that they "had agreed not to move forward with the transaction 'because of significant regulatory challenges. The investigation was set to end on March 15, 2022. That same month, Nvidia was reportedly compromised by a cyberattack. In March 2022, Nvidia's CEO Jensen Huang mentioned that they were open to having Intel manufacture their chips in the future. This was the first time the company mentioned that they would work together with Intel's upcoming foundry services. In April 2022, it was reported that Nvidia planned to open a new research center in Yerevan, Armenia. In May 2022, Nvidia opened Voyager, the second of the two giant buildings at its new headquarters complex to the west of the old one. Unlike its smaller and older sibling Endeavor, the triangle theming is used more "sparingly" in Voyager. In September 2022, Nvidia announced its next-generation automotive-grade chip, Drive Thor. In September 2022, Nvidia announced a collaboration with the Broad Institute of MIT and Harvard related to the entire suite of Nvidia's AI-powered healthcare software suite called Clara, that includes Parabricks and MONAI. Following U.S. Department of Commerce regulations which placed an embargo on exports to China of advanced microchips, which went into effect in October 2022, Nvidia saw its data center chip added to the export control list. The next month, the company unveiled a new advanced chip in China, called the A800 GPU, that met the export control rules. In September 2023, Getty Images announced that it was partnering with Nvidia to launch Generative AI by Getty Images, a new tool that lets people create images using Getty's library of licensed photos. Getty will use Nvidia's Edify model, which is available on Nvidia's generative AI model library Picasso. On September 26, 2023, Denny's CEO Kelli Valade joined Huang in East San Jose to celebrate the founding of Nvidia at Denny's on Berryessa Road, where a plaque was installed to mark the relevant corner booth as the birthplace of a $1 trillion company. By then, Nvidia's H100 GPUs were in such demand that even other tech giants were beholden to how Nvidia allocated supply. Larry Ellison of
Oracle Corporation Oracle Corporation is an American Multinational corporation, multinational computer technology company headquartered in Austin, Texas. Co-founded in 1977 in Santa Clara, California, by Larry Ellison, who remains executive chairman, Oracle was ...
said that month that during a dinner with Huang at Nobu in
Palo Alto Palo Alto ( ; Spanish language, Spanish for ) is a charter city in northwestern Santa Clara County, California, United States, in the San Francisco Bay Area, named after a Sequoia sempervirens, coastal redwood tree known as El Palo Alto. Th ...
, he and
Elon Musk Elon Reeve Musk ( ; born June 28, 1971) is a businessman. He is known for his leadership of Tesla, SpaceX, X (formerly Twitter), and the Department of Government Efficiency (DOGE). Musk has been considered the wealthiest person in th ...
of Tesla, Inc. and xAI "were begging" for H100s, "I guess is the best way to describe it. An hour of sushi and begging". In October 2023, it was reported that Nvidia had quietly begun designing ARM-based central processing units (CPUs) for Microsoft's
Windows Windows is a Product lining, product line of Proprietary software, proprietary graphical user interface, graphical operating systems developed and marketed by Microsoft. It is grouped into families and subfamilies that cater to particular sec ...
operating system with a target to start selling them in 2025.


2024–2025

In January 2024, ''
Forbes ''Forbes'' () is an American business magazine founded by B. C. Forbes in 1917. It has been owned by the Hong Kong–based investment group Integrated Whale Media Investments since 2014. Its chairman and editor-in-chief is Steve Forbes. The co ...
'' reported that Nvidia has increased its lobbying presence in Washington, D.C. as American lawmakers consider proposals to regulate artificial intelligence. From 2023 to 2024, the company reportedly hired at least four government affairs with professional backgrounds at agencies including the United States Department of State and the Department of the Treasury. It was noted that the $350,000 spent by the company on lobbying in 2023 was small compared to a number of major tech companies in the artificial intelligence space. In January 2024, Raymond James Financial analysts estimated that Nvidia was selling the H100 GPU in the price range of $25,000 to $30,000 each, while on
eBay eBay Inc. ( , often stylized as ebay) is an American multinational e-commerce company based in San Jose, California, that allows users to buy or view items via retail sales through online marketplaces and websites in 190 markets worldwide. ...
, individual H100s cost over $40,000. Several major technology companies were purchasing tens or hundreds of thousands of GPUs for their data centers to run
generative artificial intelligence Generative artificial intelligence (Generative AI, GenAI, or GAI) is a subfield of artificial intelligence that uses generative models to produce text, images, videos, or other forms of data. These models Machine learning, learn the underlyin ...
projects; simple arithmetic implied that they were committing to billions of dollars in capital expenditures. In February 2024, it was reported that Nvidia was the "hot employer" in Silicon Valley because it was offering interesting work and good pay at a time when other tech employers were downsizing. Half of Nvidia employees earned over $228,000 in 2023. By then, Nvidia GPUs had become so valuable that they needed special security while in transit to data centers.
Cisco Cisco Systems, Inc. (using the trademark Cisco) is an American multinational digital communications technology conglomerate corporation headquartered in San Jose, California. Cisco develops, manufactures, and sells networking hardware, s ...
chief information officer Fletcher Previn explained at a CIO summit: "Those GPUs arrive by armored car". On March 1, 2024, Nvidia became the third company in the history of the United States to close with a market capitalization in excess of $2 trillion. Nvidia needed only 180 days to get to $2 trillion from $1 trillion, while the first two companies,
Apple An apple is a round, edible fruit produced by an apple tree (''Malus'' spp.). Fruit trees of the orchard or domestic apple (''Malus domestica''), the most widely grown in the genus, are agriculture, cultivated worldwide. The tree originated ...
and Microsoft, each took over 500 days. On March 18, Nvidia announced its new AI chip and microarchitecture Blackwell, named after mathematician David Blackwell. In April 2024, Reuters reported that China had allegedly acquired banned Nvidia chips and servers from Supermicro and Dell via tenders. In June 2024, the Federal Trade Commission (FTC) and the Justice Department (DOJ) began antitrust investigations into Nvidia, Microsoft and OpenAI, focusing on their influence in the AI industry. The FTC led the investigations into Microsoft and OpenAI, while the DOJ handled Nvidia. The probes centered on the companies' conduct rather than mergers. This development followed an open letter from OpenAI employees expressing concerns about the rapid AI advancements and lack of oversight. The company became the world's most valuable, surpassing Microsoft and Apple, on June 18, 2024, after its market capitalization exceeded $3.3 trillion. In June 2024, Trend Micro announced a partnership with Nvidia to develop AI-driven security tools, notably to protect the data centers where AI workloads are processed. This collaboration integrates Nvidia NIM and Nvidia Morpheus with Trend Vision One and its Sovereign and Private Cloud solutions to improve data privacy, real-time analysis, and rapid threat mitigation. Nvidia introduced in October 2024 a family of open-source multimodal large language models called NVLM 1.0, which features a flagship version with 72 billion parameters, designed to improve text-only performance after multimodal training. In November 2024, the company was added to the
Dow Jones Industrial Average The Dow Jones Industrial Average (DJIA), Dow Jones, or simply the Dow (), is a stock market index of 30 prominent companies listed on stock exchanges in the United States. The DJIA is one of the oldest and most commonly followed equity indice ...
. In November 2024,
Morgan Stanley Morgan Stanley is an American multinational investment bank and financial services company headquartered at 1585 Broadway in Midtown Manhattan, New York City. With offices in 42 countries and more than 80,000 employees, the firm's clients in ...
reported that "the entire 2025 production" of all of Nvidia's Blackwell chips was "already sold out". Also in November 2024, the company bought 1.2 million shares of Nebius Group. Nvidia was ranked #3 on Forbes' "Best Places to Work" list in 2024. In January 2025, Nvidia saw the largest one-day loss in market capitalization for a U.S. company in history at $600 billion. This was due to DeepSeek, a Chinese AI startup that developed an advanced AI model at a lower cost and computing power. DeepSeek's AI assistant, using the V3 model, surpassed ChatGPT as the highest-rated free app in the U.S. on
Apple An apple is a round, edible fruit produced by an apple tree (''Malus'' spp.). Fruit trees of the orchard or domestic apple (''Malus domestica''), the most widely grown in the genus, are agriculture, cultivated worldwide. The tree originated ...
's
App Store An app store, also called an app marketplace or app catalog, is a type of digital distribution platform for computer software called applications, often in a mobile context. Apps provide a specific set of functions which, by definition, do not i ...
. On 7 April 2025, Nvidia released the Llama-3.1-Nemotron-Ultra-253B-v1
reasoning Reason is the capacity of consciously applying logic by drawing valid conclusions from new or existing information, with the aim of seeking the truth. It is associated with such characteristically human activities as philosophy, religion, scien ...
large language model, under the Nvidia Open Model License. It comes in three sizes: Nano, Super and Ultra. On 28 May 2025, Nvidia's second-quarter revenue forecast fell short of market estimates due to U.S. export restrictions impacting AI chip sales to China, yet the company's stock rose 5% as investors remained optimistic about long-term AI demand. On 9 June 2025, Nvidia was said to partner up with US chipmaker for a new AI testing environment. The ability to build AI supercomputers in the UK is expected to attract more startups.


Fabless manufacturing

Nvidia uses external suppliers for all phases of manufacturing, including wafer fabrication, assembly, testing, and packaging. Nvidia thus avoids most of the investment and production costs and risks associated with chip manufacturing, although it does sometimes directly procure some components and materials used in the production of its products (e.g., memory and substrates). Nvidia focuses its own resources on product design, quality assurance, marketing, and customer support.


Corporate affairs


Leadership

Nvidia's key management as of March 2024 consists of: *
Jensen Huang Jen-Hsun "Jensen" Huang ( zh, t=黃仁勳, poj=N̂g Jîn-hun, hp=Huáng Rénxūn; born February 17, 1963) is a Taiwanese and American businessman, electrical engineer, and philanthropist who is the president, co-founder, and chief executive of ...
, founder, president and chief executive officer * Chris Malachowsky, founder and Nvidia fellow * Colette Kress, executive vice president and chief financial officer * Jay Puri, executive vice president of worldwide field operations * Debora Shoquist, executive vice president of operations * Tim Teter, executive vice president, general counsel and secretary


Board of directors

, the company's board consisted of the following directors: * Rob Burgess (former
chief executive officer A chief executive officer (CEO), also known as a chief executive or managing director, is the top-ranking corporate officer charged with the management of an organization, usually a company or a nonprofit organization. CEOs find roles in variou ...
of Macromedia Inc.) * Tench Coxe (former managing director of Sutter Hill Ventures) * John Dabiri (engineer and professor at the
California Institute of Technology The California Institute of Technology (branded as Caltech) is a private research university in Pasadena, California, United States. The university is responsible for many modern scientific advancements and is among a small group of institutes ...
) * Persis Drell (physicist and professor at
Stanford University Leland Stanford Junior University, commonly referred to as Stanford University, is a Private university, private research university in Stanford, California, United States. It was founded in 1885 by railroad magnate Leland Stanford (the eighth ...
) *
Jensen Huang Jen-Hsun "Jensen" Huang ( zh, t=黃仁勳, poj=N̂g Jîn-hun, hp=Huáng Rénxūn; born February 17, 1963) is a Taiwanese and American businessman, electrical engineer, and philanthropist who is the president, co-founder, and chief executive of ...
(co-founder, CEO and president of Nvidia) * Dawn Hudson (former Chief Marketing Officer of the
National Football League The National Football League (NFL) is a Professional gridiron football, professional American football league in the United States. Composed of 32 teams, it is divided equally between the American Football Conference (AFC) and the National ...
) * Harvey C. Jones (managing partner of Square Wave Ventures) * Melissa B. Lora (former president of
Taco Bell Taco Bell Corp. is an American multinational chain of fast food restaurants founded in 1962 by Glen Bell (1923–2010) in Downey, California. Taco Bell is a subsidiary of Yum! Brands, Inc. The restaurants serve a variety of Mexican-inspired ...
International) * Stephen Neal (lead independent director of Nvidia, former CEO and Chairman Emeritus and Senior Counsel of Cooley LLP) * Ellen Ochoa (former director of NASA Johnson Space Center) * Brooke Seawell (venture partner at
New Enterprise Associates New Enterprise Associates (NEA) is an American-based venture capital firm. NEA focuses investment stages ranging from seed stage through growth stage across an array of industry sectors. With over $25 billion in committed capital, NEA is one of t ...
) * Aarti Shah (former Senior Vice President & Chief Information and Digital Officer at
Eli Lilly and Company Eli Lilly and Company, Trade name, doing business as Lilly, is an American multinational Medication, pharmaceutical company headquartered in Indianapolis, Indiana, with offices in 18 countries. Its products are sold in approximately 125 count ...
) * Mark Stevens (managing Partner at S-Cubed Capital)


Finances

For the fiscal year 2020, Nvidia reported earnings of US$2.796 billion, with an annual revenue of US$10.918 billion, a decline of 6.8% over the previous fiscal cycle. Nvidia's shares traded at over $531 per share, and its market capitalization was valued at over US$328.7 billion in January 2021. As of late Q3 2024, Nvidia's market cap is around US$2.98 trillion. For the Q2 of 2020, Nvidia reported sales of $3.87 billion, which was a 50% rise from the same period in 2019. The surge in sales and people's higher demand for computer technology. According to the financial chief of the company, Colette Kress, the effects of the pandemic will "likely reflect this evolution in enterprise workforce trends with a greater focus on technologies, such as Nvidia laptops and virtual workstations, that enable remote work and virtual collaboration." In May 2023, Nvidia crossed $1 trillion in market valuation during trading hours, and grew to $1.2 trillion by the following November. For its strength, size and market capitalization, Nvidia has been selected to be one of Bloomberg's " Magnificent Seven", the seven biggest companies on the stock market in these regards.


Ownership

The 10 largest shareholders of Nvidia in early 2024 were: * The Vanguard Group (8.280%) *
BlackRock BlackRock, Inc. is an American Multinational corporation, multinational investment company. Founded in 1988, initially as an enterprise risk management and fixed income institutional asset manager, BlackRock is the world's largest asset manager ...
(5.623%) *
Fidelity Investments Fidelity Investments, formerly known as Fidelity Management & Research (FMR), owned by FMR LLC and headquartered in Boston, Massachusetts, provides financial services. Established in 1946, the company is one of the largest asset managers in the ...
(5.161%) * State Street Corporation (3.711%) *
Jensen Huang Jen-Hsun "Jensen" Huang ( zh, t=黃仁勳, poj=N̂g Jîn-hun, hp=Huáng Rénxūn; born February 17, 1963) is a Taiwanese and American businessman, electrical engineer, and philanthropist who is the president, co-founder, and chief executive of ...
(3.507%) * Geode Capital Management (2.024%) * T. Rowe Price (2.013%) *
JPMorgan Chase JPMorgan Chase & Co. (stylized as JPMorganChase) is an American multinational financial services, finance corporation headquartered in New York City and incorporated in Delaware. It is List of largest banks in the United States, the largest ba ...
(1.417%) *
BlackRock BlackRock, Inc. is an American Multinational corporation, multinational investment company. Founded in 1988, initially as an enterprise risk management and fixed income institutional asset manager, BlackRock is the world's largest asset manager ...
Life (1.409%) * Eaton Vance (1.337%)


GPU Technology Conference

Nvidia's GPU Technology Conference (GTC) is a series of technical conferences held around the world. It originated in 2009 in San Jose, California, with an initial focus on the potential for solving computing challenges through GPUs. In recent years, the conference's focus has shifted to various applications of artificial intelligence and
deep learning Deep learning is a subset of machine learning that focuses on utilizing multilayered neural networks to perform tasks such as classification, regression, and representation learning. The field takes inspiration from biological neuroscience a ...
; including self-driving cars, healthcare,
high-performance computing High-performance computing (HPC) is the use of supercomputers and computer clusters to solve advanced computation problems. Overview HPC integrates systems administration (including network and security knowledge) and parallel programming into ...
, and Nvidia Deep Learning Institute (DLI) training. GTC 2018 attracted over 8400 attendees. GTC 2020 was converted to a digital event and drew roughly 59,000 registrants. After several years of remote-only events, GTC in March 2024 returned to an in-person format in San Jose, California.


Product families

Nvidia's product families include graphics processing units, wireless communication devices, and automotive hardware and software, such as: * GeForce, consumer-oriented graphics processing products * RTX, professional visual computing graphics processing products (replacing GTX and Quadro) * NVS, a multi-display business graphics processor * Tegra, a
system on a chip A system on a chip (SoC) is an integrated circuit that combines most or all key components of a computer or Electronics, electronic system onto a single microchip. Typically, an SoC includes a central processing unit (CPU) with computer memory, ...
series for mobile devices * Tesla, line of dedicated general-purpose GPUs for high-end image generation applications in professional and scientific fields * nForce, a motherboard chipset created by Nvidia for Intel (Celeron, Pentium and Core 2) and AMD (Athlon and Duron) microprocessors * GRID, a set of hardware and services by Nvidia for graphics virtualization * Shield, a range of gaming hardware including the Shield Portable, Shield Tablet and Shield TV * Drive, a range of hardware and software products for designers and manufacturers of autonomous vehicles. The Drive PX-series is a high-performance computer platform aimed at autonomous driving through deep learning, while Driveworks is an operating system for driverless cars. * BlueField, a range of
data processing unit A data processing unit (DPU) is a programmable Processor (computing), computer processor that tightly integrates a general-purpose CPU with Network interface controller, network interface hardware. Sometimes they are called "IPUs" (for "infrastr ...
s, initially inherited from their acquisition of Mellanox Technologies * Datacenter/server class CPU, codenamed Grace, released in 2023 * DGX, an enterprise platform designed for deep learning applications * Maxine, a platform providing developers a suite of AI-based conferencing software


Open-source software support

Until September 23, 2013, Nvidia had not published any documentation for its advanced hardware, meaning that programmers could not write
free and open-source Free and open-source software (FOSS) is software available under a Software license, license that grants users the right to use, modify, and distribute the software modified or not to everyone free of charge. FOSS is an inclusive umbrella term ...
device driver In the context of an operating system, a device driver is a computer program that operates or controls a particular type of device that is attached to a computer or automaton. A driver provides a software interface to hardware devices, enabli ...
for its products without resorting to
reverse engineering Reverse engineering (also known as backwards engineering or back engineering) is a process or method through which one attempts to understand through deductive reasoning how a previously made device, process, system, or piece of software accompl ...
. Instead, Nvidia provides its own binary GeForce graphics drivers for X.Org and an open-source library that interfaces with the
Linux Linux ( ) is a family of open source Unix-like operating systems based on the Linux kernel, an kernel (operating system), operating system kernel first released on September 17, 1991, by Linus Torvalds. Linux is typically package manager, pac ...
,
FreeBSD FreeBSD is a free-software Unix-like operating system descended from the Berkeley Software Distribution (BSD). The first version was released in 1993 developed from 386BSD, one of the first fully functional and free Unix clones on affordable ...
or Solaris kernels and the proprietary graphics software. Nvidia also provided but stopped supporting an obfuscated open-source driver that only supports two-dimensional hardware acceleration and ships with the X.Org distribution. The proprietary nature of Nvidia's drivers has generated dissatisfaction within free-software communities. In a 2012 talk,
Linus Torvalds Linus Benedict Torvalds ( , ; born 28 December 1969) is a Finnish software engineer who is the creator and lead developer of the Linux kernel. He also created the distributed version control system Git. He was honored, along with Shinya Yam ...
, in criticism of Nvidia's approach towards Linux, raised his middle finger and stated "Nvidia, fuck you." Some Linux and BSD users insist on using only open-source drivers and regard Nvidia's insistence on providing nothing more than a binary-only driver as inadequate, given that competing manufacturers such as
Intel Intel Corporation is an American multinational corporation and technology company headquartered in Santa Clara, California, and Delaware General Corporation Law, incorporated in Delaware. Intel designs, manufactures, and sells computer compo ...
offer support and documentation for
open-source Open source is source code that is made freely available for possible modification and redistribution. Products include permission to use and view the source code, design documents, or content of the product. The open source model is a decentrali ...
developers and that others (like
AMD Advanced Micro Devices, Inc. (AMD) is an American multinational corporation and technology company headquartered in Santa Clara, California and maintains significant operations in Austin, Texas. AMD is a hardware and fabless company that de ...
) release partial documentation and provide some active development.An overview of graphic card manufacturers and how well they work with Ubuntu
Ubuntu Gamer, January 10, 2011 (Article by Luke Benstead)
Nvidia only provides x86/x64 and ARMv7-A versions of their proprietary driver; as a result, features like
CUDA In computing, CUDA (Compute Unified Device Architecture) is a proprietary parallel computing platform and application programming interface (API) that allows software to use certain types of graphics processing units (GPUs) for accelerated gene ...
are unavailable on other platforms. Some users claim that Nvidia's Linux drivers impose artificial restrictions, like limiting the number of monitors that can be used at the same time, but the company has not commented on these accusations. In 2014, with Maxwell GPUs, Nvidia started to require firmware by them to unlock all features of its graphics cards. On May 12, 2022, Nvidia announced that they are opensourcing their GPU kernel modules. Support for Nvidia's firmware was implemented in nouveau in 2023, which allows proper power management and GPU reclocking for Turing and newer graphics card generations.


List of Nvidia open-source projects

* Nouveau * NVDLA *
PhysX PhysX is an Open-source software, open-source Real-time computer graphics, realtime physics engine middleware Software development kit, SDK developed by Nvidia as part of the Nvidia GameWorks software suite. Initially, video games supporting Ph ...
* VDPAU * Vibrante * GR00T


Deep learning

Nvidia GPUs are used in
deep learning Deep learning is a subset of machine learning that focuses on utilizing multilayered neural networks to perform tasks such as classification, regression, and representation learning. The field takes inspiration from biological neuroscience a ...
, and accelerated analytics due to Nvidia's
CUDA In computing, CUDA (Compute Unified Device Architecture) is a proprietary parallel computing platform and application programming interface (API) that allows software to use certain types of graphics processing units (GPUs) for accelerated gene ...
software platform and API which allows programmers to utilize the higher number of cores present in GPUs to parallelize BLAS operations which are extensively used in
machine learning Machine learning (ML) is a field of study in artificial intelligence concerned with the development and study of Computational statistics, statistical algorithms that can learn from data and generalise to unseen data, and thus perform Task ( ...
algorithms. They were included in many Tesla, Inc. vehicles before Musk announced at Tesla Autonomy Day in 2019 that the company developed its own SoC and full self-driving computer now and would stop using Nvidia hardware for their vehicles. These GPUs are used by researchers, laboratories, tech companies and enterprise companies. In 2009, Nvidia was involved in what was called the "big bang" of deep learning, "as deep-learning neural networks were combined with Nvidia graphics processing units (GPUs)". That year, the
Google Brain Google Brain was a deep learning artificial intelligence research team that served as the sole AI branch of Google before being incorporated under the newer umbrella of Google AI, a research division at Google dedicated to artificial intelligence ...
team used Nvidia GPUs to create
deep neural networks Deep learning is a subset of machine learning that focuses on utilizing multilayered neural networks to perform tasks such as classification, regression, and representation learning. The field takes inspiration from biological neuroscience a ...
capable of machine learning, where Andrew Ng determined that GPUs could increase the speed of deep learning systems by about 100 times.


DGX

DGX is a line of supercomputers by Nvidia. In April 2016, Nvidia produced the DGX-1 based on an 8 GPU cluster, to improve the ability of users to use deep learning by combining GPUs with integrated deep learning software. Nvidia gifted its first DGX-1 to OpenAI in August 2016 to help it train larger and more complex AI models with the capability of reducing processing time from six days to two hours. It also developed Nvidia Tesla K80 and P100 GPU-based virtual machines, which are available through Google Cloud, which Google installed in November 2016.
Microsoft Microsoft Corporation is an American multinational corporation and technology company, technology conglomerate headquartered in Redmond, Washington. Founded in 1975, the company became influential in the History of personal computers#The ear ...
added GPU servers in a preview offering of its N series based on Nvidia's Tesla K80s, each containing 4992 processing cores. Later that year, AWS's P2 instance was produced using up to 16 Nvidia Tesla K80 GPUs. That month Nvidia also partnered with IBM to create a software kit that boosts the AI capabilities of Watson, called IBM PowerAI. Nvidia also offers its own Nvidia Deep Learning software development kit. In 2017, the GPUs were also brought online at the Riken Center for Advanced Intelligence Project for Fujitsu. The company's deep learning technology led to a boost in its 2017 earnings. In May 2018, researchers at the artificial intelligence department of Nvidia realized the possibility that a robot can learn to perform a job simply by observing the person doing the same job. They have created a system that, after a short revision and testing, can already be used to control the universal robots of the next generation. In addition to GPU manufacturing, Nvidia provides parallel processing capabilities to researchers and scientists that allow them to efficiently run high-performance applications.


Robotics

In 2020, Nvidia unveiled " Omniverse", a virtual environment designed for engineers. Nvidia also open-sourced Isaac Sim, which makes use of this Omniverse to train robots through simulations that mimic the physics of the robots and the real world. In 2024, Huang oriented Nvidia's focus towards humanoid robots and
self-driving car A self-driving car, also known as an autonomous car (AC), driverless car, robotic car or robo-car, is a car that is capable of operating with reduced or no human input. They are sometimes called robotaxis, though this term refers specifica ...
s, which he expects to gain widespread adoption. In 2025, Nvidia announced Isaac GR00T N1, an open-source foundation model "designed to expedite the development and capabilities of humanoid robots". Neura Robotics, 1X Technologies and Vention are among the first companies to use the model.


Inception Program

Nvidia's Inception Program was created to support startups making exceptional advances in the fields of artificial intelligence and data science. Award winners are announced at Nvidia's GTC Conference. In May 2017, the program had 1,300 companies. As of March 2018, there were 2,800 startups in the Inception Program. As of August 2021, the program has surpassed 8,500 members in 90 countries, with cumulative funding of US$60 billion.


Reception


Maxwell advertising dispute


GTX 970 hardware specifications

Issues with the GeForce GTX 970's specifications were first brought up by users when they found out that the cards, while featuring 4 GB of memory, rarely accessed memory over the 3.5 GB boundary. Further testing and investigation eventually led to Nvidia issuing a statement that the card's initially announced specifications had been altered without notice before the card was made commercially available, and that the card took a performance hit once memory over the 3.5 GB limit were put into use. The card's back-end hardware specifications, initially announced as being identical to those of the GeForce GTX 980, differed in the amount of L2 cache (1.75 MB versus 2 MB in the GeForce GTX 980) and the number of ROPs (56 versus 64 in the 980). Additionally, it was revealed that the card was designed to access its memory as a 3.5 GB section, plus a 0.5 GB one, access to the latter being 7 times slower than the first one. The company then went on to promise a specific driver modification to alleviate the performance issues produced by the cutbacks suffered by the card. However, Nvidia later clarified that the promise had been a miscommunication and there would be no specific driver update for the GTX 970. Nvidia claimed that it would assist customers who wanted refunds in obtaining them. On February 26, 2015, Nvidia CEO Jen-Hsun Huang went on record in Nvidia's official blog to apologize for the incident. In February 2015 a class-action lawsuit alleging false advertising was filed against Nvidia and Gigabyte Technology in the U.S. District Court for Northern California. Nvidia revealed that it is able to disable individual units, each containing 256 KB of L2 cache and 8 ROPs, without disabling whole memory controllers. This comes at the cost of dividing the memory bus into high speed and low speed segments that cannot be accessed at the same time unless one segment is reading while the other segment is writing because the L2/ROP unit managing both of the GDDR5 controllers shares the read return channel and the write data bus between the two GDDR5 controllers and itself. This is used in the GeForce GTX 970, which therefore can be described as having 3.5 GB in its high speed segment on a 224-bit bus and 0.5 GB in a low speed segment on a 32-bit bus. On July 27, 2016, Nvidia agreed to a preliminary settlement of the U.S. class action lawsuit, offering a $30 refund on GTX 970 purchases. The agreed upon refund represents the portion of the cost of the storage and performance capabilities the consumers assumed they were obtaining when they purchased the card.


GeForce Partner Program

The Nvidia GeForce Partner Program was a
marketing Marketing is the act of acquiring, satisfying and retaining customers. It is one of the primary components of Business administration, business management and commerce. Marketing is usually conducted by the seller, typically a retailer or ma ...
program designed to provide partnering companies with benefits such as public relations support, video game bundling, and marketing development funds. The program proved to be controversial, with complaints about it possibly being an anti-competitive practice. First announced in a blog post on March 1, 2018, it was canceled on May 4, 2018.


Hardware Unboxed

On December 10, 2020, Nvidia told
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tech reviewer Steven Walton of Hardware Unboxed that it would no longer supply him with GeForce Founders Edition graphics card review units. In a Twitter message, Hardware Unboxed said, "Nvidia have officially decided to ban us from receiving GeForce Founders Edition GPU review samples. Their reasoning is that we are focusing on rasterization instead of ray tracing. They have said they will revisit this 'should your editorial direction change. In emails that were disclosed by Walton from Nvidia Senior PR Manager Bryan Del Rizzo, Nvidia had said:
...your GPU reviews and recommendations have continued to focus singularly on rasterization performance, and you have largely discounted all of the other technologies we offer gamers. It is very clear from your community commentary that you do not see things the same way that we, gamers, and the rest of the industry do.
TechSpot, partner site of Hardware Unboxed, said, "this and other related incidents raise serious questions around journalistic independence and what they are expecting of reviewers when they are sent products for an unbiased opinion." A number of technology reviewers came out strongly against Nvidia's move. Linus Sebastian, of Linus Tech Tips, titled the episode of his weekly WAN Show, "NVIDIA might ACTUALLY be EVIL..." and was highly critical of the company's move to dictate specific outcomes of technology reviews. The review site Gamers Nexus said it was, "Nvidia's latest decision to shoot both its feet: They've now made it so that any reviewers covering RT will become subject to scrutiny from untrusting viewers who will suspect subversion by the company. Shortsighted self-own from NVIDIA." Two days later, Nvidia reversed their stance. Hardware Unboxed sent out a Twitter message, "I just received an email from Nvidia apologizing for the previous email & they've now walked everything back." On December 14, Hardware Unboxed released a video explaining the controversy from their viewpoint. Via Twitter, they also shared a second apology sent by Nvidia's Del Rizzo that said "to withhold samples because I didn't agree with your commentary is simply inexcusable and crossed the line."


Improper disclosures about cryptomining

In 2018, Nvidia's chips became popular for cryptomining, the process of obtaining crypto rewards in exchange for verifying transactions on distributed ledgers, the U.S. Securities and Exchange Commission (SEC) said. However, the company failed to disclose that it was a "significant element" of its revenue growth from sales of chips designed for gaming, the SEC further added in a statement and charging order. Those omissions misled investors and analysts who were interested in understanding the impact of cryptomining on Nvidia's business, the SEC emphasized. Nvidia, which did not admit or deny the findings, has agreed to pay $5.5 million to settle civil charges, according to a statement made by the SEC in May 2022.


French Competition Authority Investigation

On September 26, 2023, Nvidia's French offices were searched by the French Competition Authority. The raid, authorized by a judge, was part of an investigation into suspected anti-competitive practices in the graphics card sector. Nvidia has not publicly commented on the incident.


Proposed Shanghai facility

In May 2025, U.S. senators Jim Banks and
Elizabeth Warren Elizabeth Ann Warren (née Herring; born June 22, 1949) is an American politician and former law professor who is the Seniority in the United States Senate, senior United States senator from the state of Massachusetts, serving since 2013. A mem ...
criticized a proposed Nvidia facility in Shanghai, saying that it "raises significant national security and economic security issues that warrant serious review."


See also

* Fast approximate anti-aliasing * General-purpose computing on graphics processing units * Huang's law * Molecular modeling on GPUs * Nvidia Parabricks - GPU-accelerated
genomics Genomics is an interdisciplinary field of molecular biology focusing on the structure, function, evolution, mapping, and editing of genomes. A genome is an organism's complete set of DNA, including all of its genes as well as its hierarchical, ...
toolkit * GPU workstations * Groq


Notes


References


Further reading

*


External links

*
Nvidia Developer website
*
''After Words'' interview with Stephen Witt on ''The Thinking Machine: Jensen Huang, Nvidia, and the World's Most Coveted Microchip'', April 25, 2025
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GeForce logo history at 1000logos
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