Qualcomm

Qualcomm Snapdragon X Elite

Arm-based 4 nm PC platform with twelve Oryon CPU cores, Adreno graphics and a Hexagon NPU for on-device AI.

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Overview

Snapdragon X Elite is Qualcomm's Arm-based platform for Windows PCs and edge clients. It combines twelve custom Oryon CPU cores with dual-core boost, an integrated Adreno GPU and the Hexagon NPU, and is programmed through the Qualcomm AI Engine Direct SDK and standard runtimes such as ONNX Runtime.

Typical use cases

  • On-device assistants
  • Vision and audio processing
  • Always-connected clients

Deployment environment

Laptop, thin client or embedded appliance

Key specifications

CPU
12-core Qualcomm Oryon, with dual-core boost
GPU
Integrated Qualcomm Adreno GPU
NPU
Qualcomm Hexagon NPU (exact TOPS rating not published per part on the product brief)
Process
4 nm SoC
Form factor
Laptop SoC, BGA package
Software
Qualcomm AI Engine Direct SDK, Windows AI stack

Specifications taken from current manufacturer documentation and last checked on 2026-09-08.

Source: manufacturer documentation

Specifications are summarised from publicly published manufacturer material and are provided for orientation only. Always confirm current figures directly with the manufacturer before purchasing or designing in.

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Intel

Intel Core Ultra processors (Series 2)

Client processor platform with an NPU rated up to 48 TOPS alongside an Intel Arc Xe2 GPU and hybrid CPU cores.

NPU
NPU 4.0, up to 48 TOPS
GPU
Built-in Intel Arc GPU, Xe2 architecture
CPU
Hybrid performance and low-power efficient cores
Deployment
Laptop, mini PC or industrial client device
Local assistants and transcription
Edge kiosks and clients
Industrial HMI
Mobile device running an on-device machine learning feature
Google

Google LiteRT

Apache 2.0 on-device runtime for machine learning and generative AI, the successor to TensorFlow Lite.

Type
On-device machine learning and generative AI runtime
Licence
Apache 2.0
History
Renamed from TensorFlow Lite in September 2024
Deployment
Phone, embedded device or single-board computer
Mobile and appliance inference
Microcontroller and SBC vision
Offline features
Small single-board computer with a camera module attached
Hugging Face

SmolVLM

Apache 2.0 compact vision-language model family, from 2 billion parameters down to a 256 million variant.

Parameters
2 billion flagship; 256 million compact variant
Licence
Apache 2.0
Modality
Vision-language (image and text input)
Deployment
Edge board, mobile device or small edge server
On-device image question answering
Camera scene description
Embedded multimodal features