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3rd January 2026•18 min read•Research

The Silver Squeeze and the Silicon Squeeze: Twin Crises at the Heart of the AI Revolution

The AI revolution is not a purely digital phenomenon. It has an enormous physical footprint that is consuming critical resources, creating scarcity, and fundamentally reshaping global supply chains and geopolitics.

The Silver Squeeze and Silicon Squeeze - Visual representation showing silver bars and silicon wafers being consumed by AI data centres, illustrating the twin resource crises

What are the Silver and Silicon Squeezes?

The AI boom has triggered two interconnected resource crises. Silver prices surged 175% in 2025 (from $29 to $80/oz) due to industrial demand from solar panels, EVs, and AI data centres, combined with China's export restrictions. Simultaneously, HBM (High-Bandwidth Memory) for AI consumes 3x the wafer capacity of DDR5, causing memory manufacturers to abandon consumer markets, DDR5 prices to spike 200-500%, and the RTX 5090 to sell for $4,000-$5,000 above its $1,999 MSRP. The era of cheap, accessible computing hardware may be ending.

Executive Summary

AgThe Silver Squeeze

  • •Silver surged 175% in 2025: $29 → $80/oz
  • •800M oz cumulative deficit since 2021
  • •75-80% is byproduct, so supply cannot respond to price
  • •China export restrictions leverage supply
  • •Forecasts: $125/oz possible in 2026

SiThe Silicon Squeeze

  • •HBM (High-Bandwidth Memory) uses 3x wafer capacity vs DDR5
  • •Micron exiting consumer "Crucial" brand
  • •DDR5 prices surged 200-500%
  • •Nvidia cutting consumer GPUs by 30-40%
  • •PC market may shrink 9% in 2026

Table of Contents

  • Part I: The Silver Squeeze
    • 1.1 A Market in Historic Deficit
    • 1.2 The Inelasticity of Silver Supply
    • 1.3 Geopolitical Leverage
    • 1.4 Silver's Role in AI and Green Revolutions
    • 1.5 Price Surge and Future Outlook
  • Part II: The Silicon Squeeze
    • 2.1 The Technical Root: HBM's Wafer Appetite
    • 2.2 The Great Reallocation
    • 2.3 Nvidia's Pivot and the Death of Affordable GPUs
    • 2.4 The Colossus Effect
    • 2.5 The End of the PC as We Know It?
  • Conclusion: The Physical Cost of a Digital Future
  • Frequently Asked Questions
  • References

Part IThe Silver Squeeze

The silver market, long the volatile and often-overlooked sibling to gold, has violently awakened in 2025. It has transformed from a market primarily driven by investment and jewellery demand into a strategic arena where industrial necessity, physical scarcity, and geopolitics are colliding.

1.1A Market in Historic Deficit

The foundation of silver's dramatic repricing is a severe and persistent structural imbalance between supply and demand. The market is now in its fifth consecutive year of supply deficit, with the cumulative shortfall since 2021 approaching a staggering 800 million ounces, equivalent to nearly an entire year of global mine production.

ExchangeInventory StatusKey Data Point
COMEX (New York)CollapsedRegistered inventories down 70%+ from 2020 peak (346M → 82M oz)
London Metal ExchangeHistoric LowsWholesale market signalling severe tightness
Shanghai Futures ExchangeDecade LowsCritical hub of industrial consumption running dry

Table 1: Global Silver Exchange Inventory Status, Late 2025. Data from [3][15].

This inventory depletion has led to extreme conditions in the physical market, with borrowing costs for silver spiking to as high as 200% annualised during periods of acute tightness. This is a clear signal that industrial users are willing to pay an enormous premium to secure immediate physical delivery.

1.2The Inelasticity of Silver Supply

Unlike many commodities, a high price for silver does not automatically trigger a significant increase in production. This is because an estimated 75-80% of all silver is produced as a byproduct of mining for other metals, primarily copper, lead, zinc, and gold.

!

Why Silver Supply Cannot Respond to Price

Mining decisions are dictated by base metal economics, not silver prices. If copper or zinc prices are too low to justify an operation, the associated silver remains in the ground, regardless of how high silver prices soar. Primary silver mines account for only 20-25% of global output.

1.3Geopolitical Leverage: China's Export Controls

The silver crisis escalated from a market imbalance to a geopolitical event with China's announcement of export restrictions on silver, effective January 1, 2026. While Mexico and Peru are larger miners of silver ore, China is one of the world's most important processors and refiners, controlling a significant portion of the refined silver that industrial users depend on.

"Once access to a critical input becomes conditional, planning breaks down quickly. The trust-based commodity systems that have underpinned globalisation for decades are straining as governments increasingly treat materials as strategic assets rather than freely traded goods."

Industry analysis [6]

The move has been widely interpreted as a countermeasure to Western restrictions on semiconductor technology. Elon Musk commented on the situation, posting on X that the restrictions were "not good" given silver's critical role in industrial processes.

1.4Silver's Irreplaceable Role in AI and Green Revolutions

With the highest electrical and thermal conductivity of any metal, silver is indispensable for efficiency and performance across multiple sectors:

Solar PV

Nearly 1/3 of industrial demand. Solar's share grew from 11% (2014) to 29% (2024).

Electric Vehicles

EVs use 67-79% more silver than ICE vehicles. Expected to overtake ICE as primary automotive demand by 2027.

AI Data Centres

Thermal conductivity 7% higher than copper. Critical for GPU packaging and high-voltage switchgear.

This industrial demand is largely inelastic. As one analyst stated: "Manufacturers supplying solar panels or AI data centre servers absolutely need the physical silver." They cannot easily substitute it, and the cost of silver, even at record prices, is often a small fraction of the final product's value.

1.5The Price Surge and Future Outlook

+175%

Silver Price Gain 2025

$80/oz

December 2025 High

$125/oz

2026 Bullish Forecast

MetricJanuary 2025December 2025Change
Silver Price~$29/oz~$80/oz+175%
Gold Price~$2,623/oz~$4,500/oz+70%
Gold:Silver Ratio~90:1~56:1Narrowing

Table 2: Precious Metal Performance in 2025. Data from [1][2].

Analysts believe the market has entered a new paradigm, with the old price ceiling of $50/oz now acting as a new floor. The combination of inelastic supply, relentless industrial demand, and a physical squeeze on inventories has created a perfect storm, transforming silver into one of the world's most critical and contested strategic resources.

Part IIThe Silicon Squeeze

Concurrent with the silver crisis, the global technology industry is being rocked by a severe shortage of high-performance silicon. This "silicon squeeze" is not a general semiconductor shortage. It is a highly specific crisis centred on the components most critical to AI: Graphics Processing Units (GPUs) and High-Bandwidth Memory (HBM).

2.1The Technical Root of the Crisis: HBM's Wafer Appetite

The memory shortage can be traced to a fundamental difference in manufacturing. HBM achieves its massive bandwidth by stacking multiple DRAM dies vertically, connecting them with microscopic through-silicon vias (TSVs). This complex, three-dimensional structure is incredibly inefficient from a manufacturing perspective.

3×

HBM consumes roughly 3× the silicon wafer capacity of DDR5 per gigabyte

Yield Loss

Single faulty die renders entire expensive stack useless

Process Complexity

TSV creation and wafer thinning add numerous production steps

Advanced Packaging

Silicon interposer mounting is a major bottleneck

With finite global wafer fabrication capacity, every wafer allocated to HBM for AI contracts is a wafer not available for DDR5 RAM needed for laptops, desktops, and servers.

2.2The Great Reallocation: Memory Makers Abandon Consumers

The world's three dominant memory manufacturers (SK Hynix, Samsung, and Micron) have made a clear strategic choice: prioritise the high-margin AI market. The "Project Stargate" deal between Microsoft/OpenAI and Samsung/SK Hynix alone is estimated to consume 35-40% of global DRAM wafer capacity.

CompanyStrategic ActionImpact on Consumers
MicronExiting consumer "Crucial" brand entirely by early 2026Major source of retail RAM disappearing
SK HynixAdvanced packaging lines fully booked through 2026 for NvidiaNo spare capacity for consumer DDR5
SamsungRaised memory chip prices by up to 60% since September 2025Direct cost pass-through to all devices

Table 3: Memory Manufacturer Strategic Pivots, 2025. Data from [17].

Consumer Impact

DDR5 RAM prices have skyrocketed 200-500% in a single quarter. A 32GB kit that cost $135 in September 2025 was selling for over $420 by December.

With no new fabrication plants scheduled until 2027-2028, analysts forecast PC DRAM supply will trail demand until at least late 2028.

2.3Nvidia's Pivot and the Death of the Affordable GPU

Nvidia is planning to cut production of consumer GeForce RTX 50-series GPUs by 30-40% in early 2026. The cuts will disproportionately affect mid-range cards (RTX 5060 Ti, 5070 Ti) that form the backbone of the PC gaming market.

GPU ModelMSRPObserved Retail (Jan 2026)Premium
Nvidia RTX 5090 FE$1,999$3,695 - $5,00085% - 150%
Asus ROG Astral RTX 5090~$2,800$3,611+~29%
XFX Radeon RX 9070 XT$599$850+~42%

Table 4: GPU Price Inflation, January 2026. Data from [10][18].

There are rumours that the planned "RTX 50-series SUPER" refresh may be cancelled entirely due to memory shortages. The result is a death spiral for affordable high-performance gaming.

2.4The Colossus Effect: AI's Physical Footprint

The sheer scale of resources being consumed by AI infrastructure is difficult to comprehend. Two projects illustrate the magnitude of this demand:

xAI's Colossus Supercomputer

1M+

GPUs Planned

2 GW

Power Requirement

1.5M

Homes Equivalent

xAI is building its own natural gas power plant and an $80 million wastewater treatment facility to support operations.

Project Stargate (OpenAI, SoftBank, Oracle)

$500B

Total Investment

5 GW

Power Requirement

Millions

of GPUs

The largest AI infrastructure project ever announced, with $100 billion deploying immediately and facilities spanning several hundred acres.

These are not just data centres. They are AI factories, and they are a primary driver of the feedback loop between the silver and silicon crises. Project Stargate alone is estimated to consume 35-40% of global DRAM wafer capacity through dedicated monthly wafer starts with Samsung and SK Hynix.

These facilities require immense quantities of silver for power distribution and cooling, while their operation consumes a massive share of the world's HBM and GPU supply. The existence of just a few such projects fundamentally distorts global supply chains.

2.5The End of the PC as We Know It?

Major manufacturers like Dell and Lenovo have warned of impending price hikes of 15-30% across their product lines. Dell's COO Jeff Clarke stated he has "never seen memory-chip costs rise this fast."

-9%

IDC Forecast: PC Market Shrinkage

The global PC market could shrink by up to 9% in 2026 due to soaring component costs. This is a shocking reversal for a market anticipating growth from Windows 10 end-of-life and AI PC adoption.

The ultimate irony: the "AI PC" that was supposed to save the market requires a minimum of 16GB RAM, the very component that is becoming prohibitively expensive. The silicon squeeze is not just a supply chain issue; it is an existential threat to the democratisation of computing power.

Conclusion: The Physical Cost of a Digital Future

The twin crises in the silver and silicon markets are not independent phenomena. They are the conjoined consequences of a fundamental paradigm shift: the dawn of the AI era and its unexpectedly immense physical resource requirements. The seemingly ethereal world of digital intelligence is proving to be brutally material.

The geopolitical ramifications are profound and likely irreversible. China's calculated leveraging of its dominance in silver refining signals that the era of frictionless global trade in critical materials is over. We are entering a new age of techno-nationalism, where control over key resources is paramount to national security and economic leverage.

Key Takeaways

  • The AI revolution has an enormous physical footprint consuming critical resources
  • Supply chain vulnerabilities create new geopolitical leverage points
  • Corporate decisions prioritising AI markets directly impact consumers
  • The democratisation of computing may be reversed as hardware becomes luxury

The silver and silicon squeezes are more than a story about market dynamics. They are a warning about the true, physical cost of our digital future.

FAQFrequently Asked Questions

Why did silver prices surge 175% in 2025?

Silver prices surged from $29/oz to over $80/oz due to a five-year structural supply deficit (800 million ounces cumulative), exploding demand from solar panels, EVs, and AI data centres, and China's export restrictions effective January 2026. Since 75-80% of silver is a byproduct of copper/zinc mining, high prices cannot easily stimulate new supply.

What is causing the GPU and memory shortage?

High-Bandwidth Memory (HBM) for AI chips consumes roughly 3x the silicon wafer capacity of DDR5 RAM per gigabyte. With AI giants like Microsoft/OpenAI securing 35-40% of global DRAM wafer capacity through deals like Project Stargate, memory manufacturers are abandoning consumer markets. Micron is exiting the Crucial brand entirely to focus on AI clients.

Why is the RTX 5090 selling for $4,000-$5,000?

Nvidia is cutting consumer GeForce RTX 50-series production by 30-40% in early 2026 to prioritise data centre chips. Combined with HBM shortages and memory comprising up to 80% of GPU manufacturing costs, the RTX 5090 (MSRP $1,999) is selling at 85-150% premiums. Predictions suggest prices could reach $5,000 by end of 2026.

How much power does an AI supercomputer like Colossus consume?

xAI's Colossus supercomputer project plans to deploy at least one million GPUs requiring nearly 2 gigawatts of power, enough to power 1.5 million homes. The scale is so immense that xAI is building its own natural gas power plant and an $80 million wastewater treatment centre.

Will the PC market shrink in 2026?

IDC forecasts the global PC market could shrink by up to 9% in 2026 due to skyrocketing RAM pricing. DDR5 prices have increased 200-500%, with Dell and Lenovo warning of 15-30% price hikes across product lines. The AI-driven memory shortage is expected to persist until at least 2028.

Why can't silver production increase to meet demand?

Approximately 75-80% of all silver is produced as a byproduct of mining for copper, lead, zinc, and gold. Mining decisions are based on base metal economics, not silver prices. Primary silver mines account for only 20-25% of global output and cannot ramp up sufficiently to close the supply gap.

What is China's role in the silver crisis?

While Mexico and Peru are larger miners, China is one of the world's most important processors and refiners of silver. China's export restrictions effective January 1, 2026 have turned silver into a geopolitical tool, introducing supply uncertainty and political risk for manufacturers worldwide.

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References

[1] "Silver price soars, capping stellar year for precious metals." CNBC. December 30, 2025.

[2] "Elon Musk warns manufacturers could suffer 'consequences' of surge in price of silver." The Guardian. December 28, 2025.

[3] "Silver may break $125/oz in 2026 as Shanghai shortages could cause force majeure." Kitco News. December 30, 2025.

[4] "Silver Demand Forecast to Expand Across Key Technology Sectors." Silver Institute. December 9, 2025.

[5] "Silver price today: AI demand from datacenters and infrastructure is creating a short squeeze." Business Insider. December 10, 2025.

[6] "Silver Isn't Just a Metal Anymore, It's Infrastructure with Geopolitical Interests." Yahoo Finance. December 31, 2025.

[7] "As AI gobbles up memory chips, prices for devices may rise." NPR. December 28, 2025.

[8] "Why everything from your phone to your PC may get pricier in 2026." BBC. January 1, 2026.

[9] "Elon Musk doubles down on Colossus supercomputer as xAI's power draw nears 2 GW." Interesting Engineering. January 1, 2026.

[10] "High-end PC gaming is in big trouble, thanks to AI." TechRadar. January 2, 2026.

[11] "AI data centers are eating the memory industry, and it could hurt your wallet." Yahoo Finance. December 18, 2025.

[12] "IDC warns PC market could shrink up to 9% in 2026 due to skyrocketing RAM pricing." Tom's Hardware. December 29, 2025.

[13] "Your Next Laptop Could Cost More. The RAM Shortage Is to Blame." CNET. December 10, 2025.

[14] "NVIDIA plans to cut GeForce RTX production by up to 40% in early 2026." Windows Central. December 17, 2025.

[15] "Silver Breaks $65: The Supply Crisis Rewriting Industry Economics." Crux Investor. December 13, 2025.

[16] "Fast Growing AI Sector to Boost Silver Industrial Demand Over Next Five Years." Blanchard Gold. December 17, 2025.

[17] "Here's why HBM is coming for your PC's RAM." Tom's Hardware. December 19, 2025.

[18] "Leaks Predict $5000 RTX 5090 GPUs in 2026 Thanks to AI Industry Demand." TechPowerUp. January 3, 2026.

[19] "Announcing The Stargate Project." OpenAI. January 2026.

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