Mali G2-Ultra NX:
The first AI-native Mali GPU
AI Summary
Arm Mali G2-Ultra NX is the first AI-native Mali GPU, designed to bring desktop-class graphics experiences to mobile. It combines Arm Neural Technology, a redesigned execution engine, and the third-generation ray tracing unit to enable AI-native rendering techniques that reconstruct, enhance, and refine graphics in real time. The result is richer visuals, smoother gameplay, and higher efficiency on mobile devices.
Desktop-class graphics within a mobile power budget
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AI-native graphics:
Achieve up to 4x FPS at a sustained power budget with neural graphics versus native rendering, enabling smoother, more immersive mobile experiences without increasing power demands.1
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Higher traditional graphics performance:
Delivers up to 14% higher gaming performance and up to 24% higher benchmark performance.1
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More efficient ray tracing:
Third-generation Ray Tracing Unit and hardware-based Opacity Micromaps reduce ray tracing workload by up to 70%, helping developers create richer scenes while maintaining mobile performance.1

Validated by the ecosystem
Arm Neural Technology for AI-native graphics
Arm Neural Technology is a suite of AI-native rendering technologies, including Neural Super Sampling (NSS), Neural Frame Rate Upscaling (NFRU), and Neural Super Sampling Denoising (NSSD), that helps developers deliver richer visuals while greatly reducing the rendering overhead.
Demonstrated through Neural Dawn, these innovations showcase how AI-native graphics can deliver desktop-class gaming experiences on mobile.
Built for the next generation of mobile graphics
Neural Accelerator
AI acceleration integrated directly within the GPU helps accelerate NSS, NFRU, and NSSD efficiently within mobile power budgets.
New execution engine
The largest redesign in seven generations is designed for increasingly complex shaders and desktop-class workloads.
Third-generation Ray Tracing Unit
More efficient geometry handling and hardware-based Opacity Micromaps reduce ray tracing cost, helping developers bring richer lighting, shadows, and transparent geometry to mobile.
Leading studios using Arm Neural Technology
The impact of Arm Neural Technology comes into focus through real development workflows. See how leading game studios have adopted the technology to deliver a new class of mobile gaming experiences for players.
Mali G2-Ultra NX product support
Visit Arm Product Support for complete support for Mali G2-Ultra NX, including product specifications, technical documentation, downloads, training, security information, and support services.
Explore the Arm CSS for Mobile 2 platform

Arm CSS for Mobile 2
Mali G2-Ultra NX is part of CSS for Mobile 2, a configurable compute platform that combines AI orchestration, neural graphics, System IP, and software to enable next-generation mobile AI experiences.

Arm C2 CPU cluster
The high-performance Arm CPU cluster with SME2 for AI orchestration and responsive application performance.
Talk with an expert
Learn how Mali G2-Ultra NX can help you deliver AI-native graphics experiences with desktop-class visual quality on mobile devices.
Latest news and resources
- NEWS and BLOGS
- Developer
How Neural Super Sampling improves mobile graphics
Explore how NSS uses a trained neural model, temporal feedback, and efficient inference to improve image stability and detail while fitting within mobile rendering constraints.
Inside Neural frame generation for mobile graphics
See how Neural Frame Rate Upscaling and the Neural Graphics Development Kit help developers explore smoother gameplay, advanced rendering, and neural graphics in production mobile pipelines.
Frequently asked questions
What is Arm Mali G2-Ultra NX?
Mali G2-Ultra NX is Arm's first AI-native Mali GPU. It combines dedicated Neural Accelerators, a redesigned execution engine, and an advanced ray tracing unit to deliver desktop-class graphics experiences within the power and thermal constraints of mobile devices.
How does Mali G2-Ultra NX compare to Mali G1-Ultra?
Mali G2-Ultra NX adds dedicated Neural Accelerators, a redesigned execution engine, and a third-generation Ray Tracing Unit to enable AI-native graphics and stronger traditional rendering. Compared with Mali G1-Ultra, it delivers up to 14% higher sustained gaming performance and up to 24% higher peak benchmark performance, while AI-native graphics workloads can achieve efficiency gains of up to 4x.1
What is neural graphics?
Neural graphics uses AI to reconstruct pixels, frames, and visual detail instead of rendering every element traditionally. This reduces rendering workload while maintaining image quality and enabling higher performance.
What are Neural Super Sampling and Neural Frame Rate Upscaling?
Neural Super Sampling (NSS) reconstructs a higher-resolution image from lower-resolution rendered inputs, reducing the number of pixels the GPU needs to render natively. Neural Frame Rate Upscaling (NFRU) uses rendered frames, motion data, and hardware-accelerated optical flow to generate high-quality intermediate frames. Together, they reduce graphics workload while enabling higher visual quality and smoother gameplay.
What is Neural Super Sampling and Denoising?
Neural Super Sampling and Denoising (NSSD) combines neural upscaling with denoising to improve image quality in demanding ray-traced scenes.
Neural Super Sampling and Denoising (NSSD) reconstructs a higher-resolution image from lower-resolution rendered inputs, reducing the number of pixels the GPU needs to render natively. At the same time it also denoises the ray tracing output to provide a high-quality final image.
How does Mali G2-Ultra NX improve ray tracing?
Mali G2-Ultra NX introduces a third-generation Ray Tracing Unit designed for increasingly complex mobile scenes. A more compact geometry structure ensures more memory stays in the GPU cache, while hardware-based Opacity Micromaps make ray-traced transparent geometry more efficient. Together, these improvements can reduce ray-tracing workloads by up to 70% and increase frame rates by up to 30% in tested workloads.1
Who should use Mali G2-Ultra NX?
Mali G2-Ultra NX is designed for mobile SoC vendors, OEMs, and game developers building premium smartphones and devices that want to deliver AI-native, desktop-class graphics.
Compared to previous generation. Testing done internally, March to August 2026; actual results may vary.