The Great Depreciation of AI: How Dell PowerEdge XE Series Brings It Home

Discover how Dell’s PowerEdge XE series servers empower organizations to harness AI on their terms—securely, efficiently and cost-effectively.

In just two years, the cost of AI has dropped by 87%, transforming innovative technology into an accessible tool for businesses and individuals.

What was once a luxury is now a revolution knocking on everyone’s door. AI is now an affordable reality for businesses and individuals alike. A key driver of this shift is the depreciation of the cost of AI processing, particularly in token pricing for large language models.

In early 2023, the cost of processing one million tokens—essentially the “fuel” for AI models—was as high as $36. Fast-forward to late 2024, and that cost has dropped to as low as $4 per million tokens, representing an 87% reduction in less than two years. This dramatic cost drop is reshaping the AI landscape, empowering businesses of all sizes to innovate, compete and grow in ways that were once out of reach.

But affordability is only half the story.

To fully capitalize on these advancements, businesses and developers need reliable, high-performance infrastructure. Enter the Dell PowerEdge XE series servers, purpose-built to handle modern AI workloads efficiently.

Why AI Is Depreciating So Quickly

AI’s depreciation isn’t just about token costs. The entire ecosystem—hardware, software and cloud-based AI services—is becoming more affordable as companies scale their infrastructure and innovate faster. Reasons include:

  • Massive Competition: Cloud providers like AWS, Azure and Google are in a price war, which has driven down the cost of hosting AI workloads.
  • Hardware Advancements: GPUs and accelerators are becoming more powerful and efficient, reducing operational costs.
  • Optimization of Models: AI models are increasingly efficient, requiring fewer computational resources to deliver high-quality outputs.

While this depreciation democratizes AI, the question remains: How can businesses stay competitive and harness AI’s potential on their own terms?

How Dell PowerEdge XE Series Fits In

The Dell PowerEdge XE series servers are designed to empower organizations to build, train, and deploy AI models on-premises or in hybrid environments. This reduces reliance on third-party cloud providers, offering better control over costs, security, and performance.

Key features include:

  1. Accelerated Performance: Supports the latest GPUs and accelerators, enabling seamless handling of high-complexity AI tasks.
  2. Flexibility: Modular designs allow businesses to tailor their infrastructure to evolving needs.
  3. Cost Efficiency: Running workloads on your own hardware can save significantly on recurring cloud costs, especially for large-scale AI deployments.
  4. Security: Localized infrastructure ensures sensitive AI models and data remain protected.

Dell’s PowerEdge XE servers make AI not only affordable but also accessible, even to organizations operating on tighter budgets.

Gaining a Legitimate Edge with AI

As AI continues to become more affordable, businesses need to rethink their strategies for adopting and scaling AI. With token prices plummeting and the cost of running AI workloads declining, now is the perfect time to invest in robust, on-premises infrastructure like the Dell PowerEdge XE series. This solution not only puts the power of AI into your hands but also ensures long-term cost efficiency and scalability.

Do not wait to take advantage of this AI revolution. Contact our team today to explore how Dell’s PowerEdge XE series can give your business a competitive edge with innovative AI capabilities. Let us build your custom solution and unlock the full potential of AI—before your competitors do.

Pankaj Pande

About the Author: Pankaj Pande

Pankaj Pande is the Distinguished Engineer of Dell Technologies Services Division. He is a long-time inventor and has delivered several game changing innovations with a vision to reduce the overall service cost per Service Request (CPS), reduce customer pain points and improve Total Customer Experience (TCE), perform reduce, eliminate and deflection (RED), improve serviceability experience while efficiently improving the productivity of support engineers by reducing their workload and Average Handling Time (AHT). Pankaj is currently a CTO Ambassador focused on developing and disseminate of Innovation and knowledge and has received high praises, including prestigious awards and accolades from Customers, Engineering, Field and Support Engineers for his contributions. Pankaj holds a M.Sc in Information Technology from Sikkim Manipal University in India and has been with Dell Technologies for over ten years.