8 Gpu Server
Overview
Product sourcing insights & recommendations
The 8-GPU server market is currently shifting toward the Blackwell architecture and high-VRAM configurations (768GB+) to support frontier AI models like Llama 3 405B. While enterprise systems using H100/B200 remain the gold standard for training, cost-effective 8x RTX 4090 builds have gained momentum for local inference labs.
Key insights from my research:
- Market Shift: Transition to FP4-capable Blackwell GPUs is a primary trend for 2026 performance gains.
- Cost Dynamics: Niche GPU clouds now offer annual costs (~$203k) that can be more efficient than on-premise TCO unless utilization exceeds 80%.
- Sourcing: B2B platforms show strong availability for Supermicro and ASUS AI servers, with mid-range high-performance systems starting around $15,000-$27,000.
I have compiled a detailed report covering technical specs, cost-performance comparisons, and sourcing recommendations below.
Based on the current market trends, you can continue with these steps:
8 Gpu Server For Ai Training And Llm Inference
Products · 3 lists
Supermicro SYS-821GE-TNHR 8U AI GPU Server Dual Intel Xeon PCIe 5.0 HGX Deep Learning LLM Training Inference HPC Server
Beijing Fengyuan Tengda Technology Co., Ltd.🇨🇳CN10 yrs
ESC8000A-E13X Dual AMD EPYC 9655 4U Rack GPU Server 8-GPU Support High Performance Computing AI LLM Inference Server
Beijing Chuanghai Xinji Information Technology Co., Ltd.verified🇨🇳CN2 yrs
8‑GPU CMP 170HX AI Server 512GB Total HBM2e VRAM 4U Rack Server For LLM Large Model Inference vLLM AWQ Quantization Custom
AiLFond Technology Co., Limited🇭🇰HK2 yrs
WA778 G3 (WA7780 G3) AI Server - 8x GPU High Performance for LLM Training
ESC8000A-E13X Dual AMD EPYC 9655 4U Rack GPU Server 8-GPU Support High Performance Computing AI LLM Inference Server
Beijing Shibei Acceleration Technology Co., Ltd.verified🇨🇳CN4 yrs
In Spur NF5468M7 AI Server 4U 8-GPU for LLM Training Deep Learning Generative AI High Performance Computing Server
Beijing Qianxing Jietong Technology Co., Ltd.verified🇨🇳CN5 yrs
ESC8000A-E13X Dual AMD EPYC 9655 4U Rack GPU Server 8-GPU Support High Performance Computing AI LLM Inference Server
JLS Future Trading Limitedverified🇭🇰HK3 yrs
High Performance 7U 8 GPU AI Server Computer for LLM Training Deep Learning HPC Inference Rackmount Enterprise Host Servers
Beijing Puhua Haotian Technology Co., Ltd.verified🇨🇳CN3 yrs
Generative AI LLM Server | for ThinkSystem SR780a V3 | 8x SXM GPU | NVLink | 5U Liquid Cooled | 3-Year Warranty | Rack Stock
Beijing Guolin Technology Co., Ltd.verified🇨🇳CN1 yr
SYS-822GS-NB3RT 8U Rackmount AI GPU SuperServer Support HGX B300 8-GPU 800G Network for LLM Generative AI HPC Computing
Wuhan Xinqidian Technology Group Co., Ltd.verified🇨🇳CN4 yrs
Dual 5th Gen Xeon AI Server 8U 8 GPU H20, 3TB DDR5, 400G NDR for LLM Training
Beijing Guangtian Runze Technology Co., Ltd.verified🇨🇳CN7 yrs
AI Training 8-GPU 5U Rack Server AS-5126GS-TNRT Dual EPYC 9005 6TB GPU Server for LLM and Generative AI
SYS-821GE-TNHR 8U HGX H100 H200 8 GPU Dual 5th Gen Intel Xeon 8TB DDR5 5600 PCIe 5 0 LLM Training Cluster AI GPU Server
Beijing Wisdom Creative Information Technology Co., Ltd.verified🇨🇳CN6 yrs
WA8080 G5 AI Server 8 GPU OAM Dual Xeon DDR5 PCIe 5.0 Deep Learning Training Custom Config Tested
Beijing Qingyida Technology Co., Ltd.verified🇨🇳CN1 yr
FusionServer G8600 V7 8U AI Server 2x 5th Gen Intel Xeon 8x GPU 32 DDR5 5600 for LLM Training/HPC
Chongqing Yujia Technology Co., Ltd.verified🇨🇳CN5 yrs
8-GPU 4070Ti 12GB GDDR6X 4U Rackmount Server Intel Xeon 3rd Gen 32-Core Processor AI Deep Learning Training Inference GPU
Shanxi Jiutai Technology Co., Ltd.🇨🇳CN4 yrs
Hot Sale KunLun G5580 12x3.5' AI Training and Inference 4U Rack Server With 8 GPU Slots
Ideal Future (beijing) Information Technology Co., Ltd.🇨🇳CN4 yrs
G494-ZB4-AAP2 4U Dual Socket AI Server AMD EPYC 9005 9004 8 GPU PCIe5.0 HPC AI Training Inference Visual Computing Server
Xinyang Changyuan Network (beijing) Co., Ltd.verified🇨🇳CN9 yrs
5090 GPU Server AI Server Supercomputing Platform Computing Deep Learning AI Training 7U 8 Gpu Server
AiLFond 8 RTX4090 48GB AI GPU Server for and Deep Learning Support Dual CPU / 16 DDR5 RECC 32G With 4* 3000W PSU
Stellapex Modular Tech (chengdu) Co.,Ltdverified🇨🇳CN2 yrs
G494-ZB4-AAP2 4U Dual Socket AI Server AMD EPYC 9005 9004 8 GPU PCIe5.0 HPC AI Training Inference Visual Computing Server
Beijing Yiwang High Tech Technology Co., Ltd.verified🇨🇳CN3 yrs
New Arrivals OEM 4U Deepseek OEM802 AI 8 GPU Training & Reasoning Video/Image Rack Server Stock 3 Years Warranty
Shenzhen Huatenmax Technology Co., Ltd.🇨🇳CN3 yrs
Inspur NF5468M5 4U Rack Server 8 GPU Slots Support Tesla T4 V100 Deep Learning AI Inference Computing Intel Xeon
Beijing Zhiling Shengjie Technology Co., Ltd.verified🇨🇳CN3 yrs
Deep Learning Intel Xeon DDR5 8U Huaweis Xfusion G8600 V7 AI Database Reasoning Training HPC Monster GPU Server for AI
Beijing Xinchuan Technology Co., Ltd.verified🇨🇳CN5 yrs
TTY TG659V3 AI Server 4U GPU Server Artificial Infrance Large-scale Model Inference Cloud Gaming Other Scenarios 8 GPU 5090
Shenzhen Aochuangshi Technology Co., Ltd.🇨🇳CN3 yrs
In Stock SQC612-8GPU Dual-socket Barebone System Workstation AI Server Deep Learning Rackmount Tower
Shenzhen Suqiao Intelligent Technology Co., Ltd.🇨🇳CN2 yrs
CMP 170HX Unlocked Version 64GB 8 GPU Server Workstation High-Performance AI Computing Deep Learning Rack Server
Shenzhen Huateng Technology Intelligence Information Co., Ltd.🇨🇳CN9 yrs
HPE ProLiant DL380a Gen12 Rack Mount Server 4U Dual Socket Xeon 6 GPU Server 8 Double-Width GPU for AI Inference LLM Web Hosting
Shanghai Qingguang Electronic Technology Co., Ltd.verified🇨🇳CN7 yrsDeep Dive · Full Report
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Sources & References
27 sources cited · Verified industry data & reports
Graphics processing unit
Wikipedia
A graphics processing unit (GPU) is a specialized electronic circuit designed for digital image processing and to accelerate computer graphics, ...
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Micro Center
Shop in-store or online for the best GPUs at Micro Center. With large selections from both NVIDIA and AMD, we have a GPU that will be right for you.
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Best Buy
Shop Best Buy for graphics cards. Experience stunning visuals and fine details when gaming or designing with the fast processing speed of a new GPU video card.
GPU-Z Graphics Card GPU Information Utility
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GPU-Z is a lightweight system utility designed to provide vital information about your video card and graphics processor.
r/gpu
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Report: All those GPUs purchases wrecking the market are actually just sitting in warehouses unused. Half of Nvidia's stock and $82 billion+ in uninstalled GPUs ...