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Latest from Tom's Hardware in Cpus

Intel Xeon 6+ ‘Clearwater Forest’ puts 18A in the data center with up to 288 cores, 576 MB of L3 cache — new Xeon 6990E+ is 30% faster per thread than 192-core AMD Epyc 9965, says Intel Intel Xeon 7 ‘Diamond Rapids’ CPUs officially launching in 2027 on Intel 18A-P — next-gen P-core Xeon features PCIe 6.0, 50% higher core counts, and twice the memory bandwidth AMD brings back Ryzen 7 5800X3D, launches Ryzen 7 7700X3D to combat rising component prices — eight-core X3D CPUs arrive under $350 for AM4 or AM5, DDR4 or DDR5 AMD confirms AM5 support through 2029 — Zen 4 and 5 platform will likely see two more generations, at least Nvidia's long-awaited N1/N1X SoC specs leak ahead of Computex launch — N1 to feature up to 20 Arm-based cores, standard N1 equipped with 12- and 10-core configs AMD Ryzen 7 5800X and Nvidia RTX 5060 combo is only $439 — deal includes a free CPU cooler, totaling out to $150… Intel’s new Bartlett Lake flagship loses fight to a four-year-old CPU — Core 9 273PQE has 50% more P-cores… $100 CPU Shootout: Comparing the Ryzen 5 5500, Core i3-14100F, and Core i3-12100F to find the top DDR4 CPU Analyst says Nvidia poised to capture two-thirds of the x86 server CPU market from Intel and AMD with expected $20 billion in revenue — 'Nvidia is already on track' to deliver 4 million Vera CPUs in FY2027 AMD Ryzen AI Max 400 ‘Gorgon Halo’ packs up to 192GB of unified memory — refreshed APU uses Zen 5 and… Ryzen 7 5800X3D AM4 10th Anniversary Edition surfaces online for $310 — return of iconic gaming CPU for budget… Intel CEO Lip-Bu Tan stamps out chip bugs with aggressive new quality standards, says major validation errors can result in termination — 'B0, you keep your job. Anything above that, you are fired' AMD rumored to ready budget-friendly Ryzen 7 7700X3D for suffering gamers — chipmaker lowers clocks and price with… The Core Ultra 7 270K was too good, so Intel scrapped the flagship Core Ultra 9 290K Plus — benchmarks of the 290K prototype find slim 2% faster performance in gaming and applications Intel Core Ultra 5 250K Plus vs AMD Ryzen 5 7600X3D faceoff — Battle for the fastest mid-range gaming CPU AMD reaches 46% of server x86 CPU revenue — Intel still controls 70% of the consumer PC market share AMD expands its Ryzen 9000 PRO lineup with six new SKUs, now featuring 3D V-Cache for the first time — new workstation CPUs have up to 170W TDPs, available with OEMs later this year China's next-gen CPUs and GPUs prepare to challenge last-gen Intel and AMD in 2027 — Loongson 3B6600 and… Arm's $2 billion in AGI CPU sales are still not enough to penetrate 5% of overall market share, analyst reveals — at least $90 million worth of CPUs to be shipped before FY2027 AMD Ryzen 9 9950X3D2 vs Ryzen 9 9950X3D faceoff — How far does dual cache take you? Intel Core Ultra 5 225 review: Arrow Lake’s forgotten CPU needs a price cut AMD to broaden and specialize EPYC CPUs, already working on Zen 7 architecture — increased customization to better… AMD posts record first-quarter results, driven by skyrocketing data center CPU demand — company expects consumer and gaming revenue to decline in Q2 over rising memory and component costs Intel's P-core Core 9 273PQE 'Bartlett Lake' CPU beats 14900K by up to 9% in gaming tests — embedded-only chip is unofficially Intel's fastest gaming CPU (at 720p) New server-focused SPEC CPU 2026 benchmarking suite has results for a Raspberry Pi 5 — updated tools feature more tests and can run a wide range of systems AMD Ryzen AI 5 435G APU breaks cover in early benchmarks — six-core Zen 5 chip goes head-to-head with the Ryzen 5 8600G for budget PC builders AMD Ryzen AI Max+ PRO 495 APU could arrive with 192GB of unified memory — leaked PassMark benchmarks suggest… AMD Ryzen 9 PRO 9965X3D spotted on Passmark — company's first PRO chip with 3D V-Cache also bumps the lineup… Tech teardown specialist delids a Xeon with a blowtorch and hunting knife — wood chopping block makes a worthy… More details emerge about how Intel now earns more revenue from each wafer by looking to the edges — analyst reports say reduced yield variability across each wafer leads to more sellable CPUs
CPU requirements for AI workloads are multiplying, drivin...
Luke James · 2026-04-24 · via Latest from Tom's Hardware in Cpus
Intel
(Image credit: Intel)

Intel said during its Q1 2026 earnings call that the ratio of CPUs to GPUs deployed in data centers could tighten by as much as 1:1 in agentic scenarios as AI workloads shift from training to inference. Currently, one CPU is needed for every four to eight GPUs in an AI server, but with Agentic AI, that shifts dramatically to one CPU per GPU. That shift has driven server CPU prices up by as much as 20% since March, with Intel already having confirmed back in October that it’s prioritizing data center chip production over consumer CPUs to meet demand it can’t currently fulfill.

One of the standout details from the call was how CFO David Zinsner described server deployments as shifting, with the ratios of CPUs to GPUs in data centers having already moved from 1:8 to 1:4. He added that as workloads continue migrating towards inference and agentic AI, that ratio could converge to 1:1 or even tilt further in favor of CPUs. “As you think about the growth rate now going forward, it’s [CPU demand] going to become a significant part of the AI [total addressable market],” Zinsner said.

At 1:8, a rack filled with eight GPUs needed a single server CPU to manage orchestration and data handling. But at 1:4, that same rack needs twice as many CPUs, and eight times as many at 1:1. Intel is already supply-constrained on Xeon, with Zinsner stating during the call that the unmet demand “starts with a B. So it’s meaningful.” Server CPU lead times are currently around the six-month mark, with both AMD and Intel acknowledging the demand spike at last month’s Morgan Stanley conference, where Zinsner called the CPU “cool again.”

This supply crunch is translating directly into price increases, with the Commercial Times reporting earlier this week that server CPU prices have risen 10% to 20% since March, with consumer CPUs up 5% to 10% over the same period. Intel raised PC CPU prices in March and adjusted server CPU pricing again at the beginning of April. Analysts expect another round of increases of 8% to 10% in the second half of 2026.

On the call, Zinsner confirmed that higher average selling prices contributed to Intel's Q1 results. "As core count increases, we get the lift on the ASPs from that, and that obviously is meaningful," he said. Intel posted Q1 revenue of $13.6 billion, beating its own guidance midpoint by $1.4 billion, with its Data Center and AI group up 22% year over year to $5.1 billion.

To keep server customers supplied, Intel has been shifting wafer capacity away from client CPUs. The company has been prioritizing data center output since at least October, when Zinsner first acknowledged that capacity constraints on Intel 10 and Intel 7 were limiting the company's ability to serve both markets simultaneously.

Intel says it expects full-year PC unit volumes to decline by low double-digit percentages, and that client revenue should flatten from Q2 onward. Q1 revenues were also partly aided by sales of previously reserved inventory, including older chips that were shipped to meet demand despite their age, adding that supply will increase every quarter going forward, but that the same inventory benefit is unlikely to repeat in Q2.

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Luke James is a freelance writer and journalist.  Although his background is in legal, he has a personal interest in all things tech, especially hardware and microelectronics, and anything regulatory.