Intel
Intel Corporation is an American multinational corporation and technology company. Intel designs, manufactures and sells computer components and related products for business and consumer markets.
Intel supplies microprocessors for most manufacturers of computer systems, and is one of the developers of the x86 series of instruction sets found in most personal computers (PCs). It also manufactures chipsets, network interface controllers, flash memory, graphics processing units (GPUs), field-programmable gate arrays (FPGAs), and other devices related to communications and computing. Intel has a strong presence in the high-performance general-purpose and gaming PC market with its Intel Core line of CPUs, whose high-end models are among the fastest consumer CPUs, as well as its Intel Arc series of GPUs.
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If AV1 encoding is your goal, just pick up a few A310 and you are good to go. They are around ~$100. Same performance as latest $1000+ GPUs.