Side-by-side comparison of AI visibility scores, market position, and capabilities
Recogni raised $102M Series C to build AI inference chips targeting generative AI and autonomous platforms; total $176M raised from Mayfield, BMW i Ventures, Celesta Capital, and GreatPoint Ventures.
Recogni is a San Jose, California-based AI chip startup founded in 2017, developing purpose-built inference accelerators for generative AI and intelligent autonomy applications. Originally focused on autonomous vehicle inference processing, Recogni pivoted to serve the broader generative AI market — where inference (running trained models at scale) has become a critical and costly bottleneck. Its chips are designed to deliver high compute density with low power consumption and low latency, targeting a market where NVIDIA dominates but alternatives are actively sought.
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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