Human ingenuity drives AI forward—but too often, innovation hits a wall long before ideas do. The culprit? Computation limits. Across research labs, startups, and enterprises, teams push up against the ceiling of what even high-end workstations can handle.

Today’s top-spec desktop setups—like Dell’s own Pro Max with 96GB of GPU VRAM—tap out around 45 billion parameters. That’s impressive, but not enough for modern large language models or advanced AI workloads. When memory becomes the bottleneck, teams face two tough options: compress models (and risk sacrificing accuracy) or turn to expensive cloud solutions that aren’t always practical or secure. For industries where sensitive data must remain on-site, cloud computing isn’t an option.

That’s what makes the Dell Pro Max with GB10 such a breakthrough. This new workstation, powered by NVIDIA Grace Blackwell architecture and running DGX OS, redefines what’s possible on the desktop. It brings true data centre-class AI performance to the point of work—no cloud required.

Powering Models Up to 200 Billion Parameters

At the heart of the Dell Pro Max with GB10 is 128GB of unified memory, a leap that allows teams to train or run models with up to 200 billion parameters locally. Performance peaks at 1,000 FP4 TOPS, placing it in a category previously reserved for rack-mounted systems in AI data centres.

Every system ships with NVIDIA CUDA, PyTorch, TensorRT, and NVIDIA AI Workbench pre-installed, so teams can go from unboxing to production-ready experimentation in minutes.

For those who need even more raw horsepower, Dell has built in an elegant scalability path: link two Pro Max systems with GB10, and they operate as a single unified node capable of handling models with up to 400 billion parameters. It’s a practical demonstration of Dell’s modular approach to AI infrastructure—scalable, powerful, and built for real-world workloads.

Four Groups Poised to Benefit Most

While the specs are headline-worthy, the real story is how this new desktop reshapes work for people across industries. Here’s how four very different groups stand to gain from the Pro Max with GB10.

1. Academic Researchers: Accelerated Discovery

For researchers, time to insight is everything. Delayed access to high-performance computing can stall projects for months, especially when shared university clusters are overbooked. With the Dell Pro Max with GB10, scientists can run large-scale models like Llama 3.3 70B right at their desks.

This local power means faster hypothesis testing, quicker fine-tuning, and the freedom to iterate without waiting for remote GPU time. Research that once moved at a crawl can now advance in days instead of months—unlocking faster innovation in everything from natural language processing to materials science.

2. Startups: Agility Without Overhead

Startups face a familiar dilemma: invest heavily in cloud infrastructure or risk slowing innovation. The GB10 offers a third path. By giving founders and small teams the ability to prototype, fine-tune, validate, and deploy models locally, Dell’s latest workstation keeps the focus on building products, not managing infrastructure.

The unified memory architecture also eliminates the complexity of distributed systems, meaning even two-person teams can run workloads that used to require enterprise-level clusters. For founders, that translates to agility without overhead—and the freedom to scale ideas before scaling costs.

3. Regulated Industries: Secure AI, On-Premises

For financial institutions, healthcare providers, and other regulated sectors, keeping sensitive data in-house isn’t a preference—it’s a requirement. The Dell Pro Max with GB10 enables these organisations to train and deploy advanced AI solutions like fraud detection or diagnostic imaging entirely on-premises.

Medical IT teams already report that GB10’s performance matches leading cloud solutions—but without the data governance risks or compliance headaches of moving information off-site. In short, it offers a secure way to embrace next-gen AI while staying within the boundaries of regulatory frameworks.

4. Individual Creators: Democratizing AI Innovation

One of the most exciting aspects of the GB10 is how it brings enterprise-grade AI capabilities within reach of individual creators and developers.

Whether it’s a game developer training custom NPC behaviour models, a photographer fine-tuning a vision model for a portfolio app, or an independent researcher experimenting with generative AI, the same horsepower once locked in corporate data centres now fits on a desktop.

The GB10 turns creative ambition into an achievable reality, all without the recurring costs or limitations of the cloud.

Bridging the Gap Between Ideas and Execution

What the Dell Pro Max with GB10 represents isn’t just another bump in specs—it’s a redefinition of what “desktop computing” can mean in the age of AI. For the first time, teams can develop, train, and deploy models at data centre scale—right where ideas originate.

It’s a powerful equaliser, bridging the gap between innovation and infrastructure. By combining scalable performance, secure on-premises capability, and developer-ready software out of the box, Dell has effectively collapsed the AI development pipeline into a single machine.

In practice, that means:

• Researchers accelerate discovery without waiting for shared compute.

• Startups can build faster, without betting the budget on cloud costs.

• Regulated industries gain performance without losing control over data.

• Independent creators finally get access to tools once reserved for enterprises.

Desktop Supercomputing Without Barriers

The Dell Pro Max with GB10 is more than a workstation—it’s an AI accelerator built for the real world. It empowers customers to advance securely, accelerate insights, and innovate on their own terms.

By putting data centre-class capability directly on the desktop, Dell has given engineers, scientists, and creators a new kind of freedom—the freedom to push AI further, faster, and without compromise.

The Dell Pro Max with GB10 will be available starting 15th October. Visit dell.com/dell-pro-max-nvidia-ai.