On Device Llm
Overview
Product sourcing insights & recommendations
I have completed a comprehensive analysis of the On-Device LLM market for 2026. The shift toward local AI execution is accelerating, with the global LLM market projected to reach $9.98 billion this year, driven by a 27.25% CAGR in edge deployments Mordorintelligence.
Key insights include:
- Hardware Standards: "AI PCs" now require at least 40 TOPS NPU performance, with 32GB RAM becoming the practical minimum for local execution MordorintelligenceOrdinarytech.
- Model Evolution: Highly efficient "Small Language Models" (SLMs) like Gemma 3 and Phi-4 Mini are now the default choice for mobile and edge integration Github.
- Commercial Trends: Agentic AI and "Sovereign AI" policies are forcing more enterprises to move workloads from the cloud to secure on-premise hardware FutureagiMordorintelligence.
The report below provides detailed market statistics, technical benchmarks for NPUs from Qualcomm, Intel, and AMD, and a selection of B2B-ready hardware for edge AI deployment.
Here is the analysis of the on-device LLM market. You can continue with:
Mobile Edge Ai Gateway On Device Llm Support
Products · 3 lists
Yunifai EC-EC-0005 Gen2 LLM Inference AI Edge Computing Server RS485/LAN Communication Gateway Editable Algorithms IoT Vision
Greentea Shanghai Industries Co., Ltd.🇨🇳CN1 yr
Edge Ai Gateway Ai Box Powerful Computing Systems
Oriental Shanghai Industries Co., Ltd.🇨🇳CN3 yrs
BLIIOT 6TOPS 32/64/128GByte EMMC 4/8/16GByte LPDDR4X Fanless AI Computer RK3588J/RK3588 4*A76 2.4GHz AI Edge Gateway
Sino-Shanghai Yunnan Manufacturing🇨🇳CN4 yrs
TWOWIN NVIDIA Jetson Xavier NX 16GB 21TOPS 128SSD AI Box Gateway Edge AI Systems T502 2 Ethernet Port Supporting POE WIFI 4G/5G
Shanghai Oriental Trade Co., Limitedverified🇨🇳CN4 yrs
Chipboard Firefly GS1-N1 AI Gateway 1U Server High-performance Edge Computing 8K Video Encoding/decoding RS232/RS485 Interfaces
Greentea Shanghai Industries Co., Ltd.verified🇨🇳CN2 yrs
AI Edge Computing Box Video Analysis All-in-One Monitor Vision Algorithm 8-32 Channel Smart Gateway RK3588 Face Recognition
Goldea Shanghai Industries Co., Ltd.🇨🇳CN2 yrs
Rk3588 Edge Computing Gateway Aluminum Alloy Linux System AI Computing Box 64-Channel Video Analysis Box Ethernet
Shanghai Goldea International Group🇨🇳CN8 yrs
AI Edge Computing Gateway 3TOPS INT8 NPU AI Video Behavior Analysis AI Computing Terminal
Shanghai Fujian Import & Export Co., Ltd.🇨🇳CN10 yrs
8GB 70TOPS 128SSD Edge Computing AI Gateway AI Box AI Industrial Educational Learning Robot Jetson Orin Nx
Shanghai Anxi Import & Export Co., Ltd.🇨🇳CN2 yrs
RK3399 edge computing embedded fanless AI edge computer IOT gateway industrial PCs
Shanghai Greentea Trade Co., Limited🇨🇳CN7 yrs
5G AIoT Edge Gateway Fanless Industrial Design with Ascend 310 Atlas 200I A2 8TOPS 4GB for Smart Agriculture Edge Device
Yunnan Shanghai Industries Co., Ltd.🇨🇳CN2 yrs
HAITU Video AI Analysis AI Edge Computing Box 8-Channel IoT Gateway Real-Time Loop Recording H.265 PTZ Control Audio Recording
Hangzhou Shanghai Industries Co., Ltd.verified🇨🇳CN1 yr
Embedded Edge AI Box for EMS and Automation RK3568 SoC Fanless Design Linux Docker IoT Gateway 4GB RAM 64GB Storage
Shanghai Hangzhou Import & Export Co., Ltd.🇨🇳CN1 yr
Advantech UNO-430 All-Around IP69K/IP68 Waterproof Edge Intelligence Gateway With Intel Atom E3950
MM Shanghai Industries Co., Ltd.🇨🇳CN2 yrs
Industrial Controller RK3566 Quad Core AI Edge RS232 RS485 Android Ubuntu Linux Gateway Mini PC IOT Controller
Shanghai Yunnan Import & Export Co., Ltd.🇨🇳CN5 yrs
AI EDGE Computing Box IoT Gateway 12th 13th 14th Gen Core I7 I5 Ultra 155H 125U 6 Lan Industrial Router Pfsense Firewall Mini PC
Shanghai Fujian International Groupverified🇨🇳CN10 yrs
WITTELB Industrial IoT Edge Gateway Dual SIM 4G LTE Modbus MQTT PLC Built-in IO Rugged Housing Remote Monitoring Data
Goldea Shanghai Industries Co., Ltd.🇨🇳CN4 yrs
Edge Computing Home Assistant Serial-to-Network Gateway Modbus TCP/RTU Bi-directional Transparent Transmission, MQTT, IoT RS485
Sino-Shanghai Yunnan Manufacturing🇨🇳CN1 yr
Industrial Control Acquisition Gateway with LoRa Communication Edge Computing and Wireless RF Modules for IoT Expansion
Shanghai Oriental Trade Co., Limitedverified🇨🇳CN2 yrs
ODM Industrial Grade AI Edge Computing Smart Box | 4-Channel Video Stream Detection | Embedded Linux
Oriental Shanghai Industries Co., Ltd.🇨🇳CN1 yr
AI Computer for the Edge
Shanghai Fujian Import & Export Co., Ltd.verified🇨🇳CN11 yrs
Rugged Industrial Lot Protocol Converter Programmable Logic Controller Industrial Grade 4G Edge Computing Router R10A Gateway
Shanghai Yunnan Import & Export Co., Ltd.verified🇨🇳CN7 yrs
Edge Computing Serial Gateway 4G LTE with Node-RED for Custom Logic on Modbus Data Aggregation and Alarm Rule
Sino-Shanghai Greentea Manufacturing🇨🇳CN7 yrs
AI Algorithms AI Models on Local Edge Device Which Enables Real-time Data Without Constant Reliance on Cloud Infrastructure
Shanghai Hangzhou Import & Export Co., Ltd.verified🇨🇳CN18 yrs
Computing AI Box Multifunction Edge Ai Computing Device Supports up to 30 Algorithms up to 16 Channels with 16 Camera Connection
Shanghai Fujian International Group🇨🇳CN15 yrs
4g module dtu iot device mqtt Edge Computing Gateway 232/485 communication tcp/http
Shanghai Hangzhou Import & Export Co., Ltd.🇨🇳CN5 yrs
EdgeBox-RPI4 OpenEmbed Raspberry Pi 4b Industrial Gateway Lora 4G IoT Linux HMI Edge Computer
On Device Llm Pick #28 (814591)
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Sources & References
27 sources cited · Verified industry data & reports
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