Side-by-side comparison of AI visibility scores, market position, and capabilities
ScaleFlux designs enterprise NVMe SSDs and CXL memory controllers with embedded computational storage engines; exhibited at GTC 2026 and partnered with XConn on CXL 3.1 compatibility, targeting AI data center infrastructure.
ScaleFlux is a semiconductor company that designs enterprise-grade NVMe solid-state drives (SSDs) and CXL (Compute Express Link) memory controllers with embedded computational storage capabilities. Founded in 2014 and headquartered in Milpitas, California, ScaleFlux integrates intense compute engines directly into its storage controllers — enabling data processing to occur at the drive level rather than consuming CPU cycles on the host. This reduces data center infrastructure costs by allowing a single ScaleFlux SSD to deliver the performance of multiple conventional SSDs for analytics and database workloads.
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.
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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