Graphcore vs MKS Instruments
Side-by-side comparison of AI visibility scores, market position, and capabilities
Graphcore makes Intelligence Processing Units (IPUs) — AI chips purpose-built for graph-based ML workloads — acquired by SoftBank in 2024 for ~$500M and reinvesting $450M+ toward AGI-era silicon.
About
Graphcore is a British semiconductor company that designs Intelligence Processing Units (IPUs), a class of AI accelerator chips architected specifically for the graph-based computation patterns underlying machine learning workloads. Founded in 2016 in Bristol, UK, by Nigel Toon and Simon Knowles, Graphcore raised hundreds of millions of dollars from investors including Sequoia, Microsoft, and BMW before being acquired by SoftBank Group in July 2024 for approximately $500 million.
MKS Instruments (MKSI) reported $3.6B revenue in FY2024, up 15% YoY. Critical supplier of instruments and components for semiconductor manufacturing. HQ: Andover, MA. Market cap ~$6B.
About
MKS Instruments, Inc. is a leading provider of instruments, subsystems, and process control solutions for semiconductor manufacturing, as well as electronics, life sciences, and industrial markets, headquartered in Andover, Massachusetts. Founded in 1961, MKS develops the precision instruments — gas flow controllers, pressure sensors, RF power systems, vacuum components, and spectrometers — that semiconductor fabs use to control deposition, etch, and cleaning processes with extreme precision. The company reported revenues of $3.6B in FY2024 (pro forma including Atotech, acquired in 2022), up approximately 15% year-over-year.
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