On-Device AI Silicon: Apple, Qualcomm, MediaTek NPUs — 2026-09-05
Qualcomm and MediaTek are solidifying their dominance in the on-device AI silicon market through strategic partnerships with Nvidia and OpenAI, while Xiaomi challenges the duopoly with its new Xring O3 chip. Meanwhile, Samsung aims to democratize AI PCs with the $799 Galaxy Book6, and Apple prepares its 2nm M6 chip to maintain its lead in high-performance local inference.
On-Device AI Silicon: Apple, Qualcomm, MediaTek NPUs — 2026-09-05
Top developments
Nvidia Invests $3.5 Billion in MediaTek to Boost AI Partnership
On September 1, 2026, CNBC reported that Nvidia has entered a $3.5 billion partnership with MediaTek, causing MediaTek shares to jump 10%. The deal focuses on integrating Nvidia’s AI technology with MediaTek’s custom AI chip business, specifically targeting PCs and automotive sectors. This move significantly strengthens MediaTek’s position against Qualcomm in the on-device NPU space, potentially accelerating the development of high-TOPS Dimensity chips for next-generation AI smartphones and laptops.

Samsung Launches $799 Galaxy Book6 to Mass-Market AI PCs
Samsung introduced the Galaxy Book6 on September 1, 2026, priced at $799 for the 14-inch model, marking a significant price drop for AI-capable laptops. The device is powered by Intel’s 18A Wildcat Lake Core Series 3 chips and supports Galaxy AI features. This launch aims to bring NPU-equipped AI PCs to the mainstream market, challenging Apple’s premium positioning and competing directly with lower-tier Windows Copilot+ devices.

Xiaomi Unveils Xring O3 Chip to Challenge Qualcomm and MediaTek
In late August 2026, Xiaomi announced its in-house Xring O3 system-on-a-chip, designed to compete directly with Qualcomm Snapdragon and MediaTek Dimensity processors. The chip features enhanced power-efficient image processing and improved AI capabilities, signaling Xiaomi’s push for greater control over its smartphone silicon stack. This move intensifies competition in the Android NPU market, where OEMs are increasingly seeking alternatives to reliance on third-party chipmakers for on-device AI performance.

Apple Debuts 2nm M6 Chip Strategy
DigiTimes reported on August 31, 2026, that Apple is advancing its strategy with the debut of the 2nm M6 chip. This move is part of a broader semiconductor investment trend involving Apple, Qualcomm, and MediaTek, focusing on advanced packaging and 2nm processes. The M6 series is expected to offer substantial improvements in NPU TOPS and efficiency, further cementing Apple’s lead in local AI inference for Macs and iPads.
Local view
South Korea: Exynos 2700 Rumored for Galaxy S27 Ultra
South Korean media outlet Newsspace reported on September 3, 2026, that Samsung Electronics is considering equipping the upcoming Galaxy S27 Ultra with its self-developed Exynos 2700 processor in some regions. This move aims to reduce dependence on Qualcomm and leverage Samsung’s foundry capabilities for 2nm production. If confirmed, this would mark a significant shift in Samsung’s flagship strategy, potentially improving cost competitiveness and supply chain control.

China: Nubia Launches First AI Agent Smartphone
Chinese tech outlet CNMO reported on September 1, 2026, that Nubia received network access approval for the NaviX Ultra, billed as the world’s first "AI agent smartphone," set for release in September. The device represents a shift from passive AI assistants to active agents capable of executing complex tasks, highlighting the growing integration of on-device LLMs in Chinese Android devices.
Context & numbers
AI PC Shipments to Surpass Half of Global Market
Counterpoint Research projects that AI Advanced PC penetration will climb 52% year-over-year in 2026, reaching approximately 59% of global shipments, up sharply from ~39% in 2025. This growth is driven by the mainstreaming of NPU-powered laptops from Intel, AMD, and Qualcomm.
GenAI Smartphone Share Rising
GenAI-capable smartphones are forecast to reach 45% of global shipments in 2026 and 52% in 2027, according to Counterpoint Research. This trend underscores the rapid adoption of on-device AI features in mobile devices.
On the radar
- Qualcomm Snapdragon 8 Elite Gen 6 Launch: Qualcomm is expected to confirm details of two Snapdragon 8 Elite Gen 6 chips, including a leaked 5GHz Oryon CPU, with a launch anticipated around September 22, 2026.
- HUMAIN Horizon Ultra AI PC: A joint venture between HUMAIN and Qualcomm is set to ship the Horizon Ultra AI PC, powered by the 80 TOPS Snapdragon X2 Elite chip, starting September 20, 2026.
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