Training Example: AMD – Review the Data, Give Your Score & Compare to the Real AI Evaluation

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[H2] Why AMD

[H3] Broadest Portfolio of AI Solutions
AMD is the only AI partner offering CPU, GPU, and adaptive computing solutions, enabling optimized AI deployments tailored to your needs.

[H3] Open Ecosystem Approach
A commitment to open standards and co-innovation fosters flexibility and investment protection, giving you the confidence to deploy AI end-to-end.

[H3] Proven Leadership in Innovation
AMD delivers industry-leading TCO, efficiency, and advanced AI capabilities, providing enterprise performance, reliability, and scalability for the data center, edge, and end user.

Explore AI Solutions

[H2] Leading Businesses Trust AMD

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See How

[H2] A Comprehensive AI Portfolio
End-to-end AI solutions across the data center, edge, and endpoints

[IMG: Data Center With Server Racks]

[H3]
Data Center AI

Accelerate AI deployment on-prem and in the cloud with AMD GPUs, CPUs, and more – coupled with industry-leading systems design expertise.

Instinct™ GPUs

EPYC™ CPUs

Pensando™ DPUs & NICs

Versal™ AI Core SOCs

[IMG: Robotic arm welding in a factory]

[H3]
Edge AI

Integrate and accelerate a wide range of embedded, AI-driven applications by leveraging the advanced capabilities of powerful AMD APUs and SOCs.

Ryzen™ Embedded APUs

Versal™ AI Edge SoCs

[IMG: Woman working on a laptop]

[H3]
AI PCs

Enhance productivity and unlock new levels of creativity with locally-run AI models directly on your PC – without compromising performance or efficiency.

Ryzen™ AI PCs

Ryzen AI Processors

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[H3]
AMD ROCm™ Software

Rapidly develop, deploy, and scale cutting-edge AI solutions with open and optimized software built for developers and enterprises.

ROCm for AI

ROCm AI Developer Hub

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[H3]
AMD Silo AI

Transform AI potential into real-world business results with expertise from a leading AI lab dedicated to empowering your enterprise.

Silo AI

[H2] Developer Central
A comprehensive resource hub for AI developers, offering access to tools, software, and documentation across AMD product lines

Explore Developer Central

[H2] Latest News

Newsroom

AMD Announces More Than $10 Billion in Taiwan Ecosystem Investments to Accelerate AI Infrastructure

[IMG: AMD Announces More Than $10 Billion in Taiwan Ecosystem Investments to Accelerate AI Infrastructure]

[H5]
AMD Announces More Than $10 Billion in Taiwan Ecosystem Investments to Accelerate AI Infrastructure

May 20, 2026

AMD Announces Production Ramp of Next-Generation AMD EPYC Processor “Venice” on TSMC 2nm Process Technology

[IMG: AMD Announces Production Ramp of Next-Generation AMD EPYC Processor “Venice” on TSMC 2nm Process Technology]

[H5]
AMD Announces Production Ramp of Next-Generation AMD EPYC Processor “Venice” on TSMC 2nm Process Technology

May 20, 2026

AMD Powers Next-Generation Agent Computers with New Ryzen AI Halo Developer Platform and Ryzen AI Max PRO 400 Series Processors

[IMG: AMD Powers Next-Generation Agent Computers with New Ryzen AI Halo Developer Platform and Ryzen AI Max PRO 400 Series Processors]

[H5]
AMD Powers Next-Generation Agent Computers with New Ryzen AI Halo Developer Platform and Ryzen AI Max PRO 400 Series Processors

May 20, 2026

AMD Expands AMD Ryzen™ PRO 9000 Series Processor Lineup

[IMG: AMD Expands AMD Ryzen™ PRO 9000 Series Processor Lineup]

[H5]
AMD Expands AMD Ryzen™ PRO 9000 Series Processor Lineup

May 12, 2026

Agentic AI Changes the CPU/GPU Equation

[IMG: Agentic AI Changes the CPU/GPU Equation]

[H5]
Agentic AI Changes the CPU/GPU Equation

May 07, 2026

AMD to Host Annual Meeting of Stockholders

[IMG: AMD to Host Annual Meeting of Stockholders]

[H5]
AMD to Host Annual Meeting of Stockholders

May 07, 2026

AMD Instinct MI350P PCIe GPUs: Run Enterprise AI on Your Existing Infrastructure

[IMG: AMD Instinct MI350P PCIe GPUs: Run Enterprise AI on Your Existing Infrastructure]

[H5]
AMD Instinct MI350P PCIe GPUs: Run Enterprise AI on Your Existing Infrastructure

May 07, 2026

AMD sets new bar for HPC with AMD Instinct MI430X GPU FP64 performance

[IMG: AMD sets new bar for HPC with AMD Instinct MI430X GPU FP64 performance]

[H5]
AMD sets new bar for HPC with AMD Instinct MI430X GPU FP64 performance

May 06, 2026

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All technical documentation, including for AMD EPYC™ processors, AMD Radeon™ graphics, and more is now hosted on the AMD Technical Information Portal (TIP).
For more information, see Getting Started with the Technical Information Portal.

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[H2] Developer Tools
Access development platforms, SDKs, libraries, tools, and more.

[H3] AI & HPC Development

[IMG: AMD Ryzen AI laptop]

[H3]
PC Development

AMD Ryzen AI software offers tools and runtime libraries for optimizing and deploying AI inference on AMD Ryzen™ AI processors.

Ryzen AI Software

[IMG: AMD Radeon AI PRO R9700 and AMD Instinct MI325]

[H3]
GPU Development

AMD ROCm™ software provides models, tools, compilers, libraries, and additional resources for AI and HPC solution development on AMD GPUs.

ROCm Software

[IMG: AMD EPYC 9005 Series]

[H3]
Server CPU Development

AMD Zen Software Studio includes development tools and libraries designed to optimize software for AMD processors using “Zen” architecture.

Zen Software Studio

[IMG: AMD Versal and AMD Zynq]

[H3]
Embedded Development

AMD Vitis™ AI software features a rich set of AI models tools, libraries, and examples—built to maximize AI acceleration on AMD Adaptive SoCs

Vitis AI Software

[H3]
AI Open-Source Projects and Tools

AMD is committed to open-source innovation, contributing to projects like the Linux Kernel, PyTorch, Hugging Face, and TensorFlow. To support developers, AMD also offers open-source tools to help analyze, optimize, and deploy AI models.

View AI Open-Source Projects and Tools

[H3]
AMD Built Generative AI Models

Explore language models, multimodal models, and image/video generation models trained on AMD Instinct™ GPUs using ROCm software.

See AMD AI Models

[H3] Gaming, Graphics, and Code Optimization

[H3]
AMD FidelityFX™ Effects→

Open-source, high quality effects to enhance the visual quality of your game and improve performance, including AMD FidelityFX™ Super Resolution (FSR) technology.

[H3]
AMD Radeon™ Developer Tool Suite→

Access all AMD Radeon™ developer tools in one place, including GPU Profiler, Raytracing Analyzer, Memory Visualizer, GPU Analyzer, and Developer Panel.

[H3]
AMD GPUOpen Libraries and SDKs→

Support for querying AMD GPU software and hardware information, Vulkan® and DirectX® memory management, graphics and media frameworks.

[H3]
AMD Radeon™ ProRender→

Rendering engine that enables creative professionals to produce stunningly photorealistic images.

[IMG: AMD Ryzen 9000 Series processor and Radeon RX 9700 GPU]

*Artist render. Not available for purchase.

[IMG: AMD IP Products]

[H3] Adaptive SoC and FPGA Development

[H3]
AMD Vitis™ Software→

Development environment for developing designs that includes FPGA fabric, Arm® processor subsystems, and AI Engines.

[H3]
AMD Vivado™ Design Suite→

Design software for AMD adaptive SoCs and FPGAs.

[H2] Technical Documentation

[H6] GPUs
Instinct Guides

ROCm Software Guides

GPUOpen Documentation

GPUOpen Research Publications

[H6] Processors
Ryzen AI Software

Zen Software Studio

Zen Deep Neural Network (ZenDNN)

[H6] Adaptive SoCs & FPGA
Vitis Software

Vitis AI Software

Vivado Design Suite

[H2] Developer Community

[H4] Events, Meet Ups & Contests

[H3]
PyTorch Europe 2026

April 07-08, 2026
Station F, Paris, France

Learn More

[H3]
Beyond Summit 2026

April 08, 2026
Convene 100 Stockton, San Francisco

Learn More

[H3]
AI Dev 26 x SF

April 28-29, 2026
Pier 48, San Francisco

Learn More

[IMG: AMD AI Developer Program]

[H3]
Join the AMD AI Developer Program

Access cloud credits, connect with AMD engineers, receive early invitations to events, gain recognition opportunities, enter member only sweepstakes, publish technical content, and unlock exclusive training and workshops.

Learn More

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[H3]
Join AMD AI Academy

AMD AI Academy offers expert-led, self-learning courses for AI developers, enterprise AI professionals, and kernel developers.

Learn More

[IMG: AMD Developer Community]

[H3]
Join the AMD Developer Community Discord Server

Connect with fellow developers and AMD staff around hardware, software tools, technologies, open-source development and more.

Join the Discussion

[H2] Educational Resources

[H3]
Developer YouTube Channel

Your go-to destination for hands-ontutorial and software insights -- builtby developers, for developers.

Visit Developer YouTube

[H3]
Technical Articles & Blogs

Explore AMD technical articles and blogs onvarious applications, models, tools, features, optimization, and more for development onAMD platforms

Visit Latest Articles & Blogs

[H3]
Support and Reference

Contact support, browse knowledge base articles, and explore support forums. Find reference materials like product specifications and security bulletins.

Visit Developer Support

[H2] Developer Social Channels

[IMG: LinkedIn]

[H2] AMD Developer News
Sign up to receive developer-related emails notifying you about events, training, resources, and AMD product announcements.

Sign Up Today

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[IMG: AMD Advantage™ laptop]

[H2] AMD Advantage™ Premium laptops usher in a new wave of gaming PCs.

Developed through extensive customer research, these systems are engineered to be the most gamer-centric on the market. A harmonious integration of high-performing AMD CPUs and GPUs, exclusive family of smart technologies, AMD software and carefully selected hardware components deliver a revolutionary gaming experience.

[H3] Co-Designed in collaboration with our partners.

[H5] Carefully Crafted
Close collaboration with our partners allows AMD Advantage™ Premium systems to push the boundaries across disruptive form factors and innovation.

[H5] Designed with Gamers in Mind
In the quest for the best gaming PC, AMD Advantage Premium laptops are designed with gaming experiences at the forefront — from the look and feel to the components inside, everything is designed to unleash the ultimate gamer within you.

FreeSync Technology

High-Nit Displays

FHD | QHD | UHD Panels

High-Refresh, High-Resolution Displays

Low Framerate Compensation (LFC)

[H5] AMD FreeSync™ Technology
No stuttering. No tearing. Just gaming. AMD FreeSync technology puts an end to choppy gameplay and broken frames with fluid, artifact-free performance at virtually any framerate.

[H5] High-Nit Displays
With 300 nits or more of brightness, see everything in clarity even when using your laptop in bright environments or direct sunlight.

[H5] FHD | QHD | UHD Panels
Realistic and color accurate displays essential for immersive gaming and production-level editing and content creation.

[H5] High-Refresh, High-Resolution Displays
View more details without sacrificing smoothness or framerates.

[H5] Low Framerate Compensation (LFC)
Available on AMD FreeSync Premium and Premium Pro technology-enabled displays, LFC maintains the supported refresh rate for smooth gameplay.

[IMG: AMD Advantage™ laptop]

[H3] Built to Game
With over 200 design touchpoints, the AMD Advantage™ Premium design framework tunes every aspect of the system to deliver the best gaming experiences — from FPS to load times, to display quality and so much more.

[H5] Game Conquring Performance
Effectively integrating all components extends the promise of great experiences beyond just the CPU and GPU. These systems give you fast and responsive storage drives, speedy game load times and great battery life extending game time when you’re on the go.

[H5] High-Fidelity Displays
An immersive experience awaits: AMD Advantage Premium laptops are designed with bright, color accurate, high refresh rate displays. You won’t miss a frame — with AMD FreeSync™ Premium, enjoy up to 480 Hz refresh rate display and tear-free, stutter-free gaming guaranteed on all laptops.

[H5] Cool & Quiet
Optimized, vapor chamber cooling designs, fan speed and temperature limits mean your laptop never gets too hot no matter what games you play or what apps you run.

[H5] Technology Synergy
The full family of AMD smart technologies intelligently drive system power, performance and resource allocation. And the complete AMD Software suite is ready to monitor performance, launch and tune games and help you reach the highest levels of game play.

Ryzen Processors

Radeon RX Graphics

Smart Technologies

Software

HYPR-RX

FSR 3

[H5] AMD Ryzen Processors
The AMD Ryzen™ processor family delivers the speed you need to play — and to win — thanks to the world’s most advanced processor technology4. With an incredibly powerful PC processor integrated graphics, AMD noise suppression technology5 and smart battery management, you have the perfect engine for your high-performance laptop.

[H5] AMD Radeon™ RX Graphics
Blazing fast clock speeds and AI accelerators come together to deliver remarkable performance while maximizing graphical fidelity.

[H5] AMD Smart Technologies
Designed to enhance system performance and efficiency, AMD smart technologies6 quickly and dynamically direct power where it’s needed by leveraging the synergies of AMD’s Ryzen™ CPUs and Radeon™ GPUs7. Max out your game performance, reduce latency in your favorite games and play longer unplugged.

[H5] AMD Software
Artfully Designed. Meticulously Crafted. Incredibly Intuitive. AMD Software: Adrenalin Edition™ Application ushers in a new era for gamers, one in which they have total control over their graphics card and processor. This application delivers fast and responsive gaming, incredible visuals, and an immersive experience like no other.

[H5] HYPR-RX
Achieve elevated performance and minimized input lag when you enable AMD HYPR-RX8. Through driver-side changes, AMD software now allows AMD Radeon™ Super Resolution9, AMD Radeon™ Anti-Lag and AMD Radeon™ Boost to work together in-game to achieve a performance-stacking effect.

[H5] FSR 3
AMD FidelityFX™ Super Resolution 310 delivers massive framerates in supported games using a combination of super resolution temporal upscaling technology and frame generation using AMD Fluid Motion Frames interpolation technology11

[H3] Tested to Deliver
AMD works directly with partners to ensure that AMD Advantage™ Premium laptops are designed and tested following a rigorous set of qualifications and standards.

[H6] Optimized. Tested. Ready to Game.
Extensive lab testing and qualifications ensure systems meet AMD Advantage Premium standards for performance, component compatibility, thermal characteristics, acoustic noise level and overall out-of-the-box customer experience

[H6] Verified for Exceptional Performance
AMD Advantage Premium takes our pledge for promised system functionality a step further. You can trust that the family of AMD software and smart technology features not only are automatically enabled, but are also giving you the best possible experience. Game with confidence and peace of mind on a truly premium system.

[H2] Specifications

[H3] Co-Designed
[H6] Display Specifications:
Laptops start as thin as 17 mm and as light as 3.8 pounds
Up to 500 nits brightness
FHD | QHD | UHD
Up to 480 Hz refresh rate | 3 ms response times
AMD FreeSync™ Premium1

[H3] Built to Game
[H6] Product Specifications:
AMD Radeon™ 7000 | AMD Ryzen™ 7000
100+ FPS gaming
3x longer gameplay on battery2
47% more performance with smart technologies3
1 TB+ NVMe® SSD storage
32 GB+ DDR5 memory

[H3] Tested to Deliver
[H6] Design Specifications:
Maximum 40 degrees Celsius on WASD keys and 52 °C on bottom panel
Wi-Fi 6e and Bluetooth 5.2
Acoustics regulations
Vapor chamber cooling design

[H2] Explore the Latest

Framework 16" Laptop

ASUS TUF Gaming A16 Laptop

[IMG: Framework 16 Laptop AMD Advantage Edition]

Framework 16" Laptop

[IMG: ASUS TUF Gaming A16]

ASUS TUF Gaming A16 Laptop

[IMG: EMDOOR METAPHYUNI​]

Metaphyni Metamechbook

Shop AMD Advantage Premium Laptops

[H2] Frequently Asked Questions

[H3]
What are AMD Advantage Gaming Laptops?

The AMD Advantage™ Design Framework is the result of a multi- year collaboration between AMD and our global partners to deliver the next generation of premium, high-performance gaming laptops. Combining the latest AMD Radeon™ RX graphics and AMD Ryzen™ processors with exclusive AMD Smart Technologies and other advanced features, AMD Advantage™ systems are designed to deliver ultimate gaming experience.

[H3]
What panels are supported on AMD Advantage laptops?

AMD Advantage™ laptops come equipped with the state-of the-art, gaming-grade, premium quality high-resolution displays. With features like AMD FreeSync™ technology4 Premium displays providing tear free & stutter free gaming with 144Hz+ refresh rates and 300+ nits brightness.

[H3]
Will an AMD Advantage laptop enhance gaming performance?

These laptops are built to game. AMD Advantage™ systems are engineered for high-performance gaming and are paired with high refresh, low-latency premium displays and proprietary AMD Smart Technologies that unlock unmatched gaming experience.

[H3]
Will an AMD Advantage laptop deliver a more responsive overall computing experience?

With Gen4 M.2 solid state drives and DDR5 memory installed as standard, aided by Microsoft® Modern Standby, AMD Advantage™ laptops are designed to & wake up as soon as the lid is lifted and will start programs in blazing-fast time.

[H3]
What are AMD Smart Technologies?

Smart Technologies harness the power of combining AMD Ryzen™ processors and AMD Radeon™ graphics to deliver next-level gaming and battery performance. Through a unique combination of Smart Technologies, these laptops can unlock a new level of gaming.
AMD SmartShift Max – Dynamically shifts laptop power between AMD Ryzen™ Mobile Processors and AMD Radeon™ Mobile Graphics, providing an additional increase in gaming performance.
AMD SmartShift ECO – Increases laptop battery life when gaming unplugged
AMD SmartAccess Memory™6 – Unlocks higher performance for select AMD-powered laptops by providing AMD Ryzen™ processors with unhinged access to AMD Radeon™ graphics memory.
AMD SmartAccess Graphics7 – Automatically switches graphics for either maximum gaming performance or efficient everyday computing

[H3]
Don’t gaming laptops typically run hot?

AMD Advantage™ systems are designed with Smart technologies at their core which dynamically optimize thermals, fan speeds and temperature limits to deliver cool and quiet gaming experience no matter how long you play.

[H3]
Can AMD Advantage laptops game on battery?

YES! Traditionally people shy away from gaming on battery because the discrete graphics card would quickly drain the battery. However AMD SmartShift ECO is designed to optimize battery performance by automatically detecting when a laptop is unplugged and switches gaming to the built-in graphics to deliver a longer battery experience.

[H3]
What is the difference between Intel Evo and AMD Advantage?

The AMD Advantage™ Design Framework is the result of a multi- year collaboration between AMD and our global partners to deliver the next generation of premium, high-performance gaming laptops. Combining the latest AMD Radeon™ RX graphics and AMD Ryzen™ processors with exclusive AMD Smart Technologies and other advanced features, AMD Advantage™ systems are designed to deliver ultimate gaming experience.

[H3]
Which AMD Advantage laptop options are currently available in the market?

Many of the most popular gaming brands have AMD Advantage™ laptops including ASUS ROG, Lenovo Legion, and OMEN by HP with more designs coming!

Footnotes

GD-127: AMD Fr