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High-Performance & AI Computing

The capacity to build and operate computing at the frontier: supercomputing, AI training and inference at scale, and the accelerator and system architectures that deliver them.

Indicators
3
Leaders
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8capabilities
Developments
22
Definition

What High-Performance & AI Computing is, and how it is measured

The capacity to build and operate computing at the frontier: supercomputing, AI training and inference at scale, and the accelerator and system architectures that deliver them.

Indicators

  • Top-ranked supercomputers held
  • Installed AI accelerator compute
  • Domestic accelerator design and production
Leaders

The nations that lead in High-Performance & AI Computing

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These ratings stand in until the capability is rated.

#NationRating
1GermanyAAA
2JapanAA
3FranceAA
4SwitzerlandA
5ItalyA
6ChinaA
7SpainBBB
8NorwayBBB
9AustraliaBB
10United StatesBB
Related

The capabilities most like High-Performance & AI Computing

Likeness, from 0 to 1, as the Atlas measures it.

Developments

How High-Performance & AI Computing came to be

  • Geopolitical
  • Governance
  • Technology
  • Economy

Historical Developments

Oldest first
  1. 1945 · 81 years ago

    ENIAC became the first general-purpose electronic computer

    Built at the University of Pennsylvania, the machine could be reprogrammed for different calculations rather than built for a single task, and its wartime work computing artillery firing tables made it the direct ancestor of every later high-performance computing system.

  2. 1964 · 62 years ago

    The CDC 6600 became the fastest computer in the world

    Designed by Seymour Cray for Control Data Corporation, the machine is widely regarded as the first true supercomputer, using parallel processing units to outperform every other computer of its era by a wide margin.

  3. 1976 · 50 years ago

    Cray Research delivered the Cray-1, the first commercially successful supercomputer

    Seymour Cray's distinctive cylindrical machine used vector processing to outperform conventional computers by a wide margin, established Cray as the industry's defining brand for a generation and set expectations for what a dedicated supercomputer should be able to do.

  4. 1993 · 33 years ago

    A group of computer scientists founded the TOP500 list of the world's most powerful computers

    Compiled twice a year using a standard benchmark, the list gave governments, laboratories and companies a common, comparable measure of computing power and turned the race to build the fastest machine into a closely watched public contest.

  5. 1997 · 29 years ago

    Sandia National Laboratories operated ASCI Red, the first computer to sustain one teraflop

    Built under the Accelerated Strategic Computing Initiative to simulate the reliability of the American nuclear arsenal without live testing after the Comprehensive Test Ban Treaty, the machine tied the country's most sensitive weapons programme directly to the frontier of computing performance.

  6. 2002 · 24 years ago

    Japan opened the Earth Simulator as by far the world's fastest computer

    The climate-modelling machine outperformed the next fastest system in the world by several times, a gap large enough to prompt an anxious reassessment in the United States of its own commitment to high-performance computing.

  7. 2005 · 21 years ago

    HPC systems shifted from supercomputing towards computing clusters and grids

    From around 2005 the dominant architecture for high-performance computing moved away from monolithic supercomputers towards clusters and grids of commodity machines. This reorganised how nations and institutions assembled computational power, favouring aggregation of many nodes over single bespoke systems.

  8. 2008 · 18 years ago

    IBM built Roadrunner, the first computer to sustain one petaflop

    Installed at the United States Department of Energy's Los Alamos National Laboratory, IBM's Roadrunner combined conventional processors with chips derived from video game hardware to become the first computer to sustain one petaflop, crossing a performance threshold years ahead of most forecasts and showing how commodity components could be harnessed for national laboratory workloads. Ranked among the world's most powerful supercomputers, it was used to simulate the performance, safety and reliability of nuclear weapons and to certify their functionality, illustrating the strategic security role of national HPC capacity.

  9. 2010 · 16 years ago

    China took the top spot in world rankings with Tianhe-1A

    The system's rise to first place marked the first time a Chinese supercomputer led the global rankings, signalling the country's arrival as a serious competitor in a field the United States and Japan had dominated.

  10. 2016 · 10 years ago

    China topped the world rankings with the Sunway TaihuLight supercomputer

    Built entirely with Chinese-designed processors rather than imported American chips, the machine demonstrated that China could compete at the very top of supercomputing without relying on foreign semiconductor technology, a capability that took on greater importance as export controls tightened in later years.

    • Sunway TaihuLight held the top ranking for two consecutive years
  11. 2022 · 4 years ago

    Oak Ridge National Laboratory brought Frontier online as the first officially recognised exascale supercomputer

    The US Department of Energy system exceeded one exaflop of sustained performance on the standard benchmark, a threshold researchers had targeted for over a decade, and reopened a period of intense international competition to build ever faster machines.

Recent Developments

Most recent first
  1. Early 2026 · 6 months ago

    Saudi Arabia expanded high-performance computing investment around KAUST and new data hubs

    The kingdom added computing capacity intended to support scientific research, weather and climate modelling and a wider strategy of positioning the country as a regional hub for advanced computing and artificial intelligence infrastructure.

  2. Early 2026 · 6 months ago

    South Korea expanded production of high-bandwidth memory for HPC and AI accelerators

    SK hynix and Samsung scaled up manufacturing of the memory chips that sit alongside processors in the most powerful computing systems, a component in which South Korean firms held a commanding share of global supply.

  3. Early 2025 · last year

    The United States kept tightening and then rewriting export controls on advanced chips

    A broad rule restricting where the most advanced AI and HPC chips could be sold, issued in the final days of the previous administration, was rescinded and replaced with a narrower approach, leaving allies and chipmakers uncertain about the rules for months.

    • China remained the primary target of continued licensing restrictions
  4. Early 2025 · last year

    Germany brought JUPITER online as Europe's first exascale supercomputer

    Installed at the Julich research centre under the EuroHPC joint programme, the machine gave European researchers exascale computing capacity for climate modelling, materials science and other work that had previously required using systems in the United States or Japan.

    • EuroHPC continued funding further national and regional systems
  5. Mid-2025 · last year

    India expanded its National Supercomputing Mission

    Additional PARAM-series systems were installed at universities and research institutes, and the government backed development of indigenous processors, aiming to reduce dependence on imported hardware for scientific computing and to widen access beyond a handful of national laboratories.

  6. Mid-2025 · last year

    The United Arab Emirates advanced plans for a large AI computing campus in Abu Dhabi

    The project, developed with American technology firms and the Emirati company G42, aimed to build one of the largest concentrations of advanced computing capacity outside the United States, positioning the Gulf state as a hub for regional and international compute demand.

  7. Late 2025 · 9 months ago

    Japan began development of FugakuNEXT, the successor to its Fugaku supercomputer

    Riken and Fujitsu worked with an American chipmaker on the follow-on system, intended to keep Japan among the leading nations in supercomputing after Fugaku's early lead in world rankings faded as other countries reached exascale performance.

  8. Late 2025 · 9 months ago

    China continued to withhold its most powerful systems from public rankings

    Chinese laboratories were widely believed to operate machines that would rank among the fastest in the world, but stopped submitting results to the international TOP500 list years earlier, while the government pressed ahead with domestic processors to reduce dependence on foreign chips.

  9. November 2024 · 2 years ago

    Eni launched HPC6, the world's most powerful industrial supercomputer

    Energy company Eni brought HPC6 into operation in Italy in November 2024, reaching 606 petaFLOPS. It marked the peak of privately owned industrial HPC capacity, applied to energy research rather than state science programmes.

  10. Late 2024 · 2 years ago

    The United Nations adopted the Global Digital Compact addressing the world's compute divide

    Member states agreed a framework touching on artificial intelligence governance and the unequal distribution of computing capacity, an acknowledgement that most of the world's high-performance computing power remained concentrated in a small number of countries.

  11. Late 2024 · 2 years ago

    Lawrence Livermore National Laboratory brought the El Capitan supercomputer online as the world's fastest

    The US Department of Energy system, built around AMD processors and graphics chips, topped the global TOP500 ranking with peak performance above 1.7 exaflops and was dedicated primarily to simulating the reliability of the American nuclear weapons stockpile.

A timeline taken from the English Wikipedia article “High-performance computing” (CC BY-SA 4.0), the only source the Atlas consulted for it.