650 Group

Chris DePuy, Co-founder & Analyst at 650 Group, highlights the key takeaway from the OCP show: Meta's day one keynote revealed that AI clusters no longer reside within a single building but now span many buildings 2 to 10 kilometers apart, linked by massive trenches of conduits each carrying around a thousand fiber strands. He explains that 650 Group raised its coherent-lite forecast for scale-across applications about two months before the show after seeing earlier trench pictures, and views Meta's presentation as broad industry acknowledgement that this market is taking off in line with those projections.

Alan Weckel, Founder and Technology Analyst at 650 Group, shares his takeaways from a sold-out OCP 2026, describing it as fundamentally an optics show marked by heated debate over near-packaged versus co-packaged optics, with manufacturing scale and alignment with XPU roadmaps shaping adoption. He expects an "all of the above" outcome as laser demand grows from hundreds of millions to billions, with high-power lasers, VCSELs for scale-up networks, and microLEDs for memory each matched to the right workload for cost- and energy-optimized deployments.

Alan Weckel, Founder and Technology Analyst at 650 Group, presents at TEF 2026 on how 400 gig electrical technology enables AI-driven network deployments by unlocking 3.2 terabit speeds through 400 by 8 configurations as Ethernet enters the scale-up space alongside scale-out and scale-across domains. He explains that this evolution will drive the Ethernet switching market beyond $300 billion this decade and exceed one trillion dollars early next decade, requiring an order of magnitude expansion in manufacturing capacity as deployments shift from individual switches to switch racks and from tens of millions to hundreds of millions of ports.

Alan Weckel, Founder and Technology Analyst at 650 Group, discusses the significant bandwidth increases observed at OCP 2025, where networks are experiencing 10x to 100x more bandwidth than historically seen due to GPU and XPU connectivity requirements. He highlights new certifications including 24 gigs equating to 1.6T for switches and transceivers, along with demonstrations of 448 gigs technology for both scale-out and new scale-up applications that deliver 10x the bandwidth of scale-out domains.

Alan Weckel, Founder and Technology Analyst at 650 Group, explains how the new 448 speed standard at OAF marks the first speed designed specifically for the AI era, addressing hyperscalers' next-generation chip requirements. His analysis shows how this advancement has expanded networking from a $10-15 billion market to a $50-100 billion opportunity in data centers, with server markets potentially reaching $300-500 billion.

Alan Weckel, Founder and Technology Analyst at 650 Group, forecasts AI's dominance in 2025 with unprecedented hyperscaler spending and equipment needs driving 300-400% growth in AI ASICs and 100% growth in GPUs. The acceleration of networking speeds through AI fabrics and 1.6T connectivity creates major opportunities for network vendors in this expanding trillion-dollar ecosystem.

Chris DePuy, Co-founder & Analyst at 650 Group, examines key market expectations for 2025, including the Enterprise Wi-Fi market's growth with Wi-Fi 7 and the shift toward flash-based storage solutions in hyperscale environments. His analysis highlights potential challenges in the telecommunications sector, where conflicting expectations about component pricing could impact vendor margins and industry dynamics.

Alan Weckel, Founder and Technology Analyst at 650 Group, presents from TEF 2025 on the $200 billion Ethernet switching market opportunity driven by AI infrastructure requiring multiple interconnected networks for GPUs and XPUs, with bandwidth growth accelerating from 30-40% to 70-80% CAGR. He projects data centers will exceed one billion ports within years, creating multi-billion dollar opportunities across LPO, LRO, ACC, AEC, and CPO transceiver technologies as the industry experiences 4x revenue increases alongside dramatic expansion in speeds and capacity.

Alan Weckel, Founder and Technology Analyst at 650 Group, examines AI's influence on the Ethernet market, highlighting the creation of three networks with faster speeds and a vendor race for new products. He discusses the rapid growth in high-speed Ethernet port adoption and the expanding data center switching market, noting Nvidia's entry into Ethernet semiconductors and systems as a key development.

Alan Weckel, Founder and Technology Analyst at 650 Group, discussed the potential of CXL technology to compete with NVLink, emphasizing its importance in enhancing servers for AI and machine learning. Weckel also noted the rapidly growing demand for bandwidth, necessitating new high switches and multiple switches per rack, and highlighted the shift in spending from cloud to AI, likening it to the significant architectural shift brought about by cloud technology 20 years ago.

Alan Weckel, Founder and Technology Analyst at 650 Group, emphasized the need for server base refreshment to meet AI server power requirements and the growing interest in liquid cooling solutions for server heat management at a recent technology show. He also highlighted the increasing influence of AI on server and data center designs, likening its potential impact to the democratization of compute by the Open Compute Project (OCP) a decade ago, while expressing skepticism towards immersion cooling due to its data center limitations.

Chris DePuy, Co-founder and Analyst at 650 Group, highlighted the anticipated growth of the private cellular market, projected to reach $1-2 billion in five years, serving key verticals and segmented into outdoor and indoor uses. DePuy also revealed that 650 Group has published multiple research reports on the private cellular market, including topics on equipment, software, telecom core, and the public ran market.