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A new model caps its KV cache at 72 MiB per conversation, and Google’s TurboQuant shrinks it at least six times. Saved memory can bring more AI use or postponed chip orders, and supply still moves slowly.
Read MoreGartner expects most GPU cloud companies to be merged or shut down by 2030. The GPUs they rent out tell a different story: H100 contract rents rose almost 40%, and a 2020-era A100 renewal runs into 2029.
Read MoreBetween August 8 and October 11, not one of the sixty GPU asking-price floors we track fell. RTX 5090 asking prices rose 60%, every RTX 40 used floor rose at least 19%, and five models now show used prices above new. Here is what moved, and what it means for anyone holding retired GPU hardware.
Read MoreSelling retired enterprise GPUs involves more than comparing the highest quote. This guide covers inventory, health data, buyer selection, inspection terms, shipping, and payment before the hardware leaves your facility.
Read MoreTL;DR Agents do need more CPU than chatbots did, but no published study shows the right number is one CPU per GPU. In real traffic, the CPU work of running code and searching databases took as long as the model itself in over a quarter of requests. The chips being sold for this are ordinary…
Read MoreMarket snapshot: August 7–8, 2026 | United States | USD | New and used advertised pricing The finding Across the RTX 50 stack, how far a card trades above its launch MSRP lines up almost perfectly with how much memory it carries — and barely at all with where it sits in the performance stack.…
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