Q2 2026 Lead Time Report Highlights

While many traditional product categories remain healthy, demand for AI infrastructure has fundamentally changed procurement conditions across key semiconductor and PEMCO markets. Memory continues to experience the tightest conditions, but Q2 marks the first quarter where the effects of AI have spread beyond memory into power, interconnect, and high-performance passive components.  

Meanwhile, geopolitical pressures continue to add costs throughout the supply chain. Rising raw material prices, combined with logistics challenges, infrastructure costs, and ongoing trade uncertainty, are creating additional pricing pressure. As organizations prepare for Q3, procurement strategies must account for both AI-driven demand and external market risks reshaping the availability of electronic components.  

Q2 2026 Lead Time + Price Takeaways

Throughout 2025, AI-related market disruption was largely contained to GPUs, HBM, DDR5, and enterprise memory. In Q2 2026, this containment ended as hyperscalers deploy next-gen AI infrastructure. Demand is now cascading through multiple stages of the electronics ecosystem, even in categories that may not be apparent:  

• First wave: GPUs and HBM ‍
• Second wave: Enterprise SSDs, DDR5, and power management  ‍
• Third wave: Connectors, MLCCs, relays, thermal management, and other supporting components

As a result, lead times in related categories are being stretched, with those for the most sought-after AI components now reaching approximately 40 weeks. This marks a 67% month-over-month increase, according to Accuris.  

Notably, categories in the third wave, many of which have spent years in comfortable stability, are beginning to join memory and GPUs in experiencing longer lead times. While the market, in general, is experiencing a return to normal growth unaffected by glut or shortage, accelerating investments in AI deployment is causing pockets of extreme tightness.  

As we reach the mid-point of 2026, AI is the market’s dominant disruptor and shows no signs of relinquishing this crown.  

Memory  

Despite rising pressure in several areas of the electronic components supply chain, memory remains the epicenter. Manufacturers continue prioritizing high-margin HBM and DDR5 production, leaving legacy DRAM and DDR4 severely undersupplied. Micron’s DRAM and DDR4 lines now sit at 52-week lead times on allocation, and Samsung SSD lead times are equally stretched under allocation-only terms.  

A late-quarter strike threat at Samsung, diffused at the last minute by a government-mediated deal, briefly raised the prospect of even deeper shortage risk. Though its cancellation helped ease fears of a disastrous supply gap, it did not improve availability in the face of soaring demand.  

Amid this pressure on the memory market, SK Group Chairman Chey Tae-won reiterated on June 2 that he expects memory’s supply-demand imbalance to persist through 2030.  

Upstream commodities  

Beneath component -level demand, input costs are also rising on multiple fronts. Several upstream commodities have experienced significant inflation this quarter, including:  

• Tungsten
• Bromine
• Helium
• Naphtha  
• Petroleum-based manufacturing inputs

Much of this traces back to ongoing geopolitical conflict in the Middle East. Southeast Asian chipmakers, including TSMC, Samsung, and SK Hynix, rely on critical material imports from the region, and instability there has disrupted everything from oil prices to logistics routes through the Strait of Hormuz. The result has been both higher prices and dwindling reserves that leave little room for further disruption.  

Combined with elevated energy costs, increased prices for these irreplaceable commodities are driving up manufacturing costs across numerous categories of semiconductor and passive components. Buyers should expect these secondary cost drivers to remain throughout Q3.  

High-performance passives

High-performance passives are now experiencing many of the same conditions previously seen only in memory. Goldman Sachs estimates MLCCs have become the third-highest cost line item in many AI server BOMs, behind only GPUs and memory. Meanwhile, AI- and automotive-focused passive prices have climbed 15% to 35% during 2026.  

Polymer capacitor lead times remain among the most elevated in the passive market thanks to AI demand and a Tantalum shortage. Lead times are stretching to 50 weeks at some suppliers with prices still trending upward.  

Shifting spend priorities

Notably, spending patterns are starting to change as more organizations divert some investment from compute hardware to focus on the supporting infrastructure, including:  

• Power conversion
• Thermal management  
• Cooling systems  
• High-speed connectors  
• Interconnect products  

As a result, electromechanical components, connectors, and power supplies are absorbing sustained price pressure even in categories where lead times remain stable.  

EU Sanctions on MCC (Yangjie)

During our recent LTR webinar, a question was raised about whether EU sanctions on MCC (Yangjie) have impacted the market.  

In short, the answer is not yet. While the sanctions generated significant concern across the automotive and industrial electronics sectors, they have not yet materially disrupted the broader component market.  

Following strong opposition from European automotive manufacturers and industry groups, the European Commission proposed a temporary exemption while policymakers evaluate the potential impact on critical supply chains. As a result, most procurement activity has remained stable in Q2.

However, this episode is a valuable reminder of how quickly trade policy can become a supply variable in this market.  

Quarter-over-Quarter comparison

The distance between Q1 and Q2 is perhaps best measured by scope. During Q1, tightening conditions were largely confined to memory, with some AI -demand starting to impact other markets. Though power demand was increasing, its effects were still relatively isolated.

At the close of Q2, memory has become almost entirely allocation-driven, and AI’s impact has expanded well beyond the segment. Power management, interconnect, high-performance passives, thermal solutions, and electromechanical components are all registering stronger demand and firmer pricing.

The market entering Q3 is expected to remain fundamentally healthy despite increasing segmentation. Products supporting AI infrastructure will see stronger demand, longer lead times, and higher pricing than the broader market.  

The wildcards are largely unrelated to demand. Trade restrictions, raw material inflation and logistics disruptions, and supplier line consolidations all remain variables capable of altering conditions with little notice. With production capacity for many allocation-only parts booked years in advance, there is little slack in the system to absorb future shocks.  

While new widespread shortages are not expected outside of memory, buyers should still prepare for localized constraints in high-performance product categories with overlapping AI demand.  

For procurement teams, the strategy entering Q3 remains consistent, but the urgency behind it has grown. Vital steps include:  

• Securing critical AI-related components early: Be willing to source these parts from vetted sources outside traditional channels when allocation-only sales block primary paths.  ‍
• Reviewing AI exposure across the BOM: The third demand wave means a connector or relay can now carry AI risk even without appearing anywhere near a GPU.  ‍
• Diversifying your supplier base: Remove sole-source dependencies wherever possible and qualify alternates before shortages emerge rather than after.  ‍
• Maintaining visibility into evolving geopolitical risks: Disruption can strike quickly and cause significant damage for organizations that aren’t prepared to act on early warning signs.  

Moving forward, organizations with global sourcing reach and a proactive approach to procurement will be better positioned to navigate an increasingly segmented electronic components market. With the right partners and real-time market intelligence, this segmentation can become an advantage rather than a liability.