# Infinity and HP double AI workload capacity on NVIDIA GB300 superchip

Digest AI · Hardware & Compute · published 2026-10-20T10:33:00Z

Canonical: https://digestai.news/story/infinity-and-hp-double-ai-workload-capacity-on-nvidia-gb300-superchip

## Summary

Infinity Artificial Intelligence Institute and HP Inc. announced that their joint effort using Infinity Auto Research optimized the NVIDIA Nemotron 3 Super model on the HP ZGX Fury workstation, which is powered by NVIDIA's GB300 Grace Blackwell Ultra Desktop Superchip. In tests the configuration handled roughly 2X concurrent AI requests and achieved about double the token throughput, all without changing any hardware. 

HP’s Jim Nottingham said the result shows the ZGX Fury can deliver greater efficiency and support more simultaneous workloads, helping customers get more return from their AI investments. Infinity CEO Jeremy Nixon added that the performance gain was delivered in under 24 hours of engineering work and that the collaboration demonstrates how workload‑specific auto‑research optimization can extract the maximum from high‑performance chips.

## Key points

- Infinity and HP achieved roughly 2X concurrent AI requests on HP ZGX Fury with NVIDIA GB300, without hardware changes
- Token throughput also doubled in the tested configuration
- Performance gain was delivered in under 24 hours of engineering work

## Why it matters

Doubling concurrent inference on a single workstation cuts hardware costs and speeds AI deployment, making high‑performance local AI more accessible for enterprises.

## Sources

1. [Infinity and HP Deliver 2X Performance Gains on NVIDIA's GB300 Grace Blackwell Ultra Desktop Superchip](https://finance.yahoo.com/technology/ai/articles/infinity-hp-deliver-2x-performance-173300914.html) (finance.yahoo.com, 2026-10-20)

## Cite

Digest AI, "Infinity and HP double AI workload capacity on NVIDIA GB300 superchip", 20 October 2026, https://digestai.news/story/infinity-and-hp-double-ai-workload-capacity-on-nvidia-gb300-superchip

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