MediaTek has unveiled its first smartphone processor made on Taiwan Semiconductor Manufacturing Company’s 2-nanometre process, betting that more computing on the handset—and less in the cloud—can help it win a larger share of the premium Android market.

The Dimensity 9600 Pro sits at the top of a two-chip launch announced on Tuesday. MediaTek said the first phones using it and the 3nm Dimensity 9600M should arrive this quarter. The company has not yet named individual models, and performance and battery-life claims remain manufacturer benchmarks until independent devices can be tested.

That qualification is important. A smaller process node can improve transistor density and energy efficiency, but it does not by itself determine how fast a phone feels, how long its battery lasts or whether it runs cool. Those outcomes depend on chip design, memory, software, cooling and the decisions made by each handset manufacturer.

What MediaTek is claiming

The 9600 Pro uses an eight-core “all big core” CPU design, with two high-performance cores and six additional large cores. MediaTek says it delivers 17 per cent higher single-core performance and 15 per cent higher multi-core performance than the previous generation, while cutting multi-core power consumption by 61 per cent in its own tests.

Its most strategic component may be the dual neural-processing unit. The NPU 1090 is designed for demanding generative and so-called agentic AI workloads; a second, lower-power unit handles always-on tasks. MediaTek claims 51 per cent faster processing of the prompt before a large language model starts generating a response, 55 per cent more token-generation performance per watt and support for models with as many as 30 billion parameters.

Those figures describe specific workloads, not a universal 51 per cent improvement in artificial intelligence. They will also vary with model size, memory limits and software optimisation. MediaTek’s announcement says the platform supports LPDDR6 memory and UFS 5.0 storage, technologies intended to move data more quickly, but phone makers will decide which configurations reach consumers.

The chip also adds a new graphics processor, upgraded image processing and support for high-frame-rate gaming and advanced video capture. Together, those features show how flagship mobile processors are becoming integrated computing platforms rather than simply faster CPUs.

Why 2nm matters to the supply chain

The launch is also a statement about manufacturing access. MediaTek designs chips but relies on TSMC to fabricate them. Leading-edge capacity is expensive, difficult to produce at scale and heavily contested by companies building processors for smartphones, data centres and AI accelerators.

MediaTek is therefore competing on two fronts: against Qualcomm and other mobile-chip designers for handset orders, and for reliable access to the most advanced foundry capacity. The 9600M’s use of a 3nm process creates a second tier for manufacturers that want flagship features without the full cost of the newest node.

That split could become increasingly common. The smartphone industry has matured, unit growth is limited in many markets and consumers are keeping devices longer. Chipmakers can still expand revenue by selling more expensive components into premium phones, but the higher bill of materials makes pricing and product segmentation more delicate.

JC Hsu, a senior MediaTek executive, told Reuters that the company was working with handset manufacturers to contain the effect of higher component costs. He also argued that the broader move towards more expensive devices left room for MediaTek to increase its flagship share.

On-device AI is the commercial wager

Running AI functions locally can reduce latency, keep some personal data on the device and allow features to work without a continuous network connection. It can also lower cloud-computing costs for manufacturers and app providers. But the benefits depend on whether developers create useful applications and whether users are willing to grant software access to messages, calendars, photos and other sensitive data.

The phrase “agentic AI” describes systems that can plan and act across multiple steps, but it is not a guarantee of autonomy or reliability. Phone makers will need clear permission controls, visible logs and ways to reverse automated actions. The hardware can make local inference possible; it cannot settle the product, privacy and security questions around it.

For consumers, the practical tests will be simpler: whether AI features solve everyday problems, whether they drain the battery, and whether they justify higher handset prices.

MediaTek’s broader move beyond phones

The new mobile chips arrive as MediaTek expands into custom silicon and data-centre accelerators. Reuters reported that the company expects its first AI accelerator for a major US cloud provider to enter mass production in the fourth quarter. MediaTek also raised $3.9 billion through a convertible bond sale in August, with Nvidia and Alphabet participating.

That expansion gives MediaTek a larger addressable market and deeper relationships with companies investing heavily in AI infrastructure. It also increases its exposure to the same constraints shaping the mobile business: leading-edge manufacturing capacity, advanced packaging, memory supply and rapidly changing customer requirements.

What to watch next

The first decisive evidence will come from commercial phones. Their launch prices, thermal performance, battery life and sustained AI workloads will show whether the 2nm advantage survives outside controlled benchmarks. Named handset partners and shipment volumes will indicate whether the 9600 Pro can shift MediaTek’s position at the top of the market rather than simply mark a technical milestone.

For TSMC, each successful high-volume 2nm product helps establish the process as the next industry standard. For MediaTek, the question is harder: whether it can convert early access to that process into durable pricing power and market share.

Sources and methodology

ASTER reviewed MediaTek’s September 15 product announcement and specifications, then cross-checked the launch timing, manufacturing relationship and commercial context against Reuters reporting. Performance and power figures are identified as company claims because independent handset tests were not yet available at publication.