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HardwareMAG 7
•
2026-10-02•1 min read

OpenAI Rejects Nvidia’s Vera CPU for AMD EPYC Turin to Host Jalapeño ASICs

Zubiqo Take
QuoteThreads

"AI labs will spend billions on bleeding-edge neural net accelerators, but when it comes to the host system, nobody wants to beta test a glued-down motherboard just to keep their dominant supplier happy."

OpenAI Rejects Nvidia’s Vera CPU for AMD EPYC Turin to Host Jalapeño ASICs
📷 Image Source: Tom's Hardware

Executive Summary

  • •OpenAI deployed its custom Jalapeño ASICs alongside AMD's Turin CPUs instead of Nvidia's Vera.
  • •Each AMD host system packs 1.5TB of memory.
  • •Hardware VP Richard Ho cited risk reduction, noting Nvidia's standalone CPU lacks maturity.

Community Sentiment

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Key Developments & Data

OpenAI selected AMD EPYC Turin CPUs to host its new rack-scale Jalapeño ASICs, bypassing Nvidia's standalone Vera CPU entirely. Each AMD host system is equipped with 1.5TB of memory to handle aggressive performance requirements. Despite Nvidia marketing a 1.8x performance advantage over x86 competitors, internal benchmark suites reveal Vera is only 3% ahead of AMD's EPYC 9755. The hardware design also played a functional role, as Turin features a traditional socketed design that is far easier to service than Vera's board-mounted configuration. "The way we approached that design was really in terms of de-risking and being able to do that design fast. Vera, as a standalone, is a little bit behind on that maturity level." — Richard Ho
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Zubiqo Strategic Assessment

Primary Impact

Enterprise data center architects and hyperscalers who are currently evaluating whether to break from x86 architecture and adopt custom Arm-based server CPUs for heavy AI workloads.

Strategic Shift

A hard pivot toward pragmatic risk reduction in AI infrastructure, prioritizing established x86 server reliability and serviceability over experimental, first-generation Arm designs from dominant hardware vendors.

The Ripple Effect

Hyperscalers will likely use OpenAI's cautious stance as leverage to negotiate better pricing with Nvidia, keeping x86 entrenched in host systems for at least another hardware generation.

This intelligence assessment is generated by Zubiqo's AI for informational purposes only.

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#openai#amd#nvidia#server#cpu
Read original on Tom's Hardware
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Synthesized across 1,500+ daily market sources with human editorial oversight under Zubiqo's standards.

Event Magnitude7 / 10
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