On-Device AI Silicon: Apple, Qualcomm, MediaTek NPUs — 2026-09-10
Qualcomm has confirmed a double-digit price hike for its chips effective September 1, 2026, coinciding with the launch of the Snapdragon X2 Elite Horizon Ultra AI PC. Meanwhile, Arm has launched its new C2-Ultra CPU and Mali G2-Ultra NX GPU, embedding neural AI accelerators directly into shader cores to compete with Qualcomm’s Adreno Neural Fusion.
On-Device AI Silicon: Apple, Qualcomm, MediaTek NPUs — 2026-09-10
Top developments
Qualcomm Confirms Double-Digit Chip Price Hike
On September 1, 2026, Qualcomm officially implemented a price increase of over 10% across its chip portfolio. This move accompanies the launch of the Snapdragon X2 Elite Horizon Ultra AI PC, developed in partnership with HUMAIN. The price hike reflects rising manufacturing costs and the premium associated with integrating advanced NPU capabilities for on-device AI workloads in both mobile and PC segments.
Arm Launches Mali G2-Ultra NX with Embedded Neural Cores
On September 8, 2026, Arm introduced the Mali G2-Ultra NX, a new mobile GPU that integrates AI accelerators directly inside its shader cores. This architectural choice contrasts with Qualcomm’s approach of placing Matrix Cores at the GPU-slice level. Both strategies aim to enhance AI-accelerated upscaling and frame generation for Android flagships, signaling a shift toward tighter integration of graphics and neural processing units for improved efficiency in on-device AI tasks.
Qualcomm and Amazon Strike Multi-Year AI Chip Deal
In a significant move announced around September 8-9, 2026, Qualcomm secured a multi-year partnership with Amazon to provide custom AI chips and optical networking for AWS data centers. Following this announcement, Qualcomm’s stock surged by approximately 9%. This deal underscores Qualcomm’s strategy to expand beyond smartphone processors into data center infrastructure, leveraging its NPU expertise for cloud-scale AI inference.
Intel Plans Third Straight CPU Price Hike
Intel is tentatively planning a third consecutive PC processor price increase of roughly 10%, targeting an effective date around October 5, 2026. CEO Lip-Bu Tan is reviewing the potential exit from the Small Core line, a decision that could impact industrial and IoT customers by forcing architecture transitions within 12–24 months. This pricing pressure may accelerate the adoption of Arm-based solutions in industrial sectors where cost stability is critical.
Local view
In South Korea, local media such as Korea Data Economy Newspaper reported that Acer is showcasing local AI desktops and ultra-light laptops (799g) at IFA 2026, highlighting the shift from raw processing speed to on-device AI computational power. This aligns with broader Korean industry trends where Samsung’s Galaxy AI features are becoming central to device differentiation.
Context & numbers
- AI PC Shipments: Counterpoint Research projects that AI Advanced PCs will reach ~59% of global shipments in 2026, up sharply from ~39% in 2025.
- GenAI Smartphones: Counterpoint forecasts that GenAI-capable smartphones will account for 45% of global shipments in 2026, rising to 52% in 2027.
- Market Value: The generative AI chipset market is expected to grow at a 27.3% CAGR, reaching $136.97 billion by 2030.
On the radar
- October 5, 2026: Potential effective date for Intel’s third straight CPU price hike.
- Q4 2026: Expected availability of more devices featuring Arm’s newly launched C2-Ultra and Mali G2-Ultra NX architectures.
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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