On-Device AI Silicon: Apple, Qualcomm, MediaTek NPUs — 2026-10-16
Samsung has reportedly abandoned its Exynos 2700 plan for the Galaxy S27 Ultra in favor of Qualcomm’s Snapdragon, signaling a major shift in flagship silicon strategy. Meanwhile, Intel and Qualcomm have raised CPU prices amid soaring AI demand, and ByteDance is negotiating to purchase MediaTek’s custom data center ASICs. The mobile chipset market is projected to grow through 2035, driven by the standardization of on-device generative AI.
On-Device AI Silicon: Apple, Qualcomm, MediaTek NPUs — 2026-10-16
Top developments
Samsung Abandons Exynos 2700 for Galaxy S27 Ultra
In a significant strategic pivot reported on October 15, 2026, Samsung Electronics has decided to drop its in-house Exynos 2700 application processor from the upcoming Galaxy S27 Ultra, opting instead for a single-sourced Qualcomm Snapdragon solution. This move underscores the competitive pressure in high-end NPU performance and thermal efficiency, where Qualcomm’s latest Snapdragon chips are perceived to offer superior on-device AI capabilities. The decision impacts the broader Android ecosystem by potentially consolidating flagship AI features around Qualcomm’s Hexagon NPU architecture rather than a mix of Samsung’s and Qualcomm’s silicon.
ByteDance Negotiates Custom ASIC Deal with MediaTek
On October 15, 2026, reports emerged that ByteDance is in advanced negotiations with MediaTek to procure custom Application-Specific Integrated Circuits (ASICs) for its data centers. If finalized, this deal would position ByteDance as MediaTek’s second-largest customer in this segment, following Google. This development highlights MediaTek’s expanding footprint beyond consumer mobile SoCs into high-performance computing infrastructure, leveraging its expertise in efficient NPU design to compete with established players like Nvidia and AMD in the AI inference market.
Intel and Qualcomm Raise CPU Prices Amid AI Demand
Intel and Qualcomm have reportedly increased processor prices as demand for AI-capable hardware surges and manufacturing costs rise. The price hikes are particularly steep for select Intel Panther Lake chips, which are expected to drive up end-user PC prices. This pricing pressure reflects the intense competition for wafer capacity at leading nodes (TSMC 2nm/3nm) as vendors race to integrate higher TOPS NPUs into both mobile and PC platforms to meet the growing requirement for local LLM execution.
Mobile Chipset Market Forecasted to Grow Through 2035
A new report released on October 14, 2026, projects that the global mobile chipset market will experience sustained growth through 2035, primarily driven by on-device AI adoption. Key trends include the standardization of generative AI in premium and mid-range smartphones, the migration of flagship chipsets to 3nm and 2nm process nodes, and increased integration of NPUs with Image Signal Processors (ISPs) and modems. The report notes that rising memory bandwidth requirements are accelerating the adoption of LPDDR5X and LPDDR6 standards to support larger on-device models.
Local view
South Korea: Local media outlets like SPTA Times Korea and Pinpoint News are closely monitoring the ripple effects of Samsung’s decision to prioritize Qualcomm silicon. The shift is seen as a blow to Samsung’s ambition to differentiate its Galaxy devices through proprietary NPU performance, potentially impacting the valuation of local semiconductor component suppliers who had invested in Exynos-specific supply chains.
China: Chinese tech media, including Huxiu and Sina, are highlighting the "AI-driven storage capacity shortage" that is causing multiple rounds of price increases in PC and smartphone sectors within China. Analysts note that the cost of memory components required for large on-device models is becoming a critical bottleneck for OEMs trying to launch affordable AI phones.
Context & numbers
- Smartphone Shipment Contraction: Due to memory shortages and component costs, the overall smartphone market is expected to contract by 14% in units shipped in 2026.
- AI PC Penetration: Combined generative AI laptop penetration is expected to rise from 26% in 2024 to 82% in 2026.
- GenAI Smartphone Share: GenAI-capable smartphones are forecast to reach 45% of global shipments in 2026, with Apple and Samsung leading the segment.
- NPU Performance Benchmarks: Recent comparisons highlight that Apple’s A20 Pro Neural Engine doubles compute power compared to previous generations, while Qualcomm’s Snapdragon 8 Elite Gen 6 supports running 30-billion-parameter Mixture-of-Experts (MoE) models locally.
On the radar
- Apple Foldable iPhone Launch: Rumors persist about an Apple foldable iPhone duo launching around October 23, 2026, which will likely feature the A20 Pro chip with enhanced NPU capabilities for multitasking and on-device AI features.
- Qualcomm vs. Intel Market Sentiment: Investors are scrutinizing the differing strategies of Qualcomm and Intel, with Qualcomm already monetizing AI chips while Intel faces questions about its roadmap profitability. This dynamic may influence future partnerships between PC OEMs and these vendors.
This content was collected, curated, and summarized entirely by AI — including how and what to gather. It may contain inaccuracies. Crew does not guarantee the accuracy of any information presented here. Always verify facts on your own before acting on them. Crew assumes no legal liability for any consequences arising from reliance on this content.
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