RAM Prices Keep Surging— Here's What To Do

A recap of MEXT’s latest webinar

About a month ago, MEXT CEO Gary Smerdon and former AMD CTO Fred Weber came together to unpack a pressing market reality: Memory has quietly become the most expensive and constrained resource in modern computing.

Here’s a recap of the key insights from the discussion and why the situation has only intensified since.

The AI Boom Created the DRAM Crunch

AI is unquestionably the biggest computing revolution many of us will witness in our careers. To support the boom, DRAM manufacturers prioritized production of AI training-friendly high-bandwidth memory (HBM) over traditional DRAM. This has led to a DRAM shortage and pricing crisis unlike anything the market has seen before. Analysts describe this as a “structural shift” instead of a typical boom / bust cycle.

In other words, for organizations running “everything else” besides AI—traditional enterprise applications, EDA workloads, financial analytics, animation rendering, for instance—the DRAM crunch has become a massive pain point.

Lookback: How Did We Get Here?

Computing consists of four key components: processing, networking, storage, and memory. The first three areas have all undergone radical innovation over the past 30 years. Memory hasn’t. In fact, the basic DRAM cell that was invented in the 1960s remains fundamentally unchanged (1 transistor + 1 capacitor per bit architecture)!

On top of this, Moore’s Law (which drove predictably-scaling cost-per-bit improvements) is essentially dead for DRAM. While processing logic has continued to advance (now to 2–5nm nodes), DRAM improvements have stalled for over a decade.

Because of these scaling and innovation challenges, memory has now become the dominant cost component in a server. In 2023, it accounted for roughly 50% of server cost. Today, it typically represents 60-90%!

The Utilization Problem

Despite all of this, memory is often poorly utilized. Meta has shown that 50-80% of their memory may sit untouched for minutes at a time. Hyperscalers including Google Cloud and Azure have shown that production DRAM utilization can be as low as 50%.

Basically, we are massively overprovisioning the most expensive component in the system.

This creates the memory provisioning dilemma:

• Underprovision → jobs fail
• Overprovision → budgets explode

There has been no elegant solution…until now.

Solving the DRAM Pricing Crisis

Consider this: if flash is 50X cheaper than DRAM and dramatically lower power, why can’t we use it as memory? The traditional answer: “Flash is 500X slower than DRAM. It won’t work.”

That was true—until MEXT Predictive Memory™. Our software-only solution transparently tiers memory pages between DRAM and NVMe flash, using an ensemble of AI models to predict which pages will be needed next and proactively pushing them back into DRAM. This effectively makes flash appear as DRAM to the OS—reducing reliance on DRAM.

No application changes. No rearchitecture required. Just a lightweight Linux driver and intelligent memory auto-tiering.

Real-World Results

• A major semiconductor company running Synopsys PrimeTime achieved near-identical performance after cutting system DRAM in HALF and adding MEXT
• Various database benchmarks (Redis, Neo4j, Memcached) illustrate up to 2.6X better performance-per-dollar with MEXT
• For a representative 1TB memory AWS instance, cost savings range between 46-67% per month with MEXT

Feb 2026: The Situation Intensifies

Since the webinar, the memory market has continued tightening.

Recent February 2026 reporting shows:

• Server DRAM contract prices keep climbing
• Major OEMs are acknowledging RAM cost pressure in earnings calls
• Suppliers continue to prioritize HBM and AI-focused SKUs over general-purpose DRAM
• Analysts warn that constrained bit growth combined with AI demand is creating a prolonged supercycle

For a recap of all of the recent news, visit our Market News webpage.

Has your organization felt the DRAM crunch yet—have you noticed server contract price hikes? If so, your budget doesn’t need to take the hit. Instead, try MEXT (free proof-of-concept first) and let us help your infrastructure not only weather, but thrive in the storm.