DeepSeek can improve the efficiency of government affairs, and a nationwide craze for learning Deepseek has swept across the country. Subsequently, the "AI civil servant" launched in Futian District, Shenzhen, became even more popular on the Internet. In addition to the basic conversation function of Deepseek, it has developed functional applications covering 240 business scenarios, further boosting the popularity of Deepseek.

A trend of local deployment of DeepSeek-671B has swept across the country. Since local deployment requires higher computing resources, it has given rise to market demand for a comprehensive solution of computing power + Deepseek installation - there is a strong demand for Deepseek all-in-one machines.

The advantages of Deepseek all-in-one machine are very obvious. It not only meets the needs of data security, but also meets the needs of computing power deployment. At the same time, it can enjoy the open source results of efficiency improvement brought by large models, which has enabled many state-owned enterprises to quickly bid for procurement.

According to online statistics, the DeepSeek all-in-one solution list is as follows:

Domestic Deepseek all-in-one machine brand configuration

1. Dimensity Technology

PriData Hyper-converged All-in-One Machine
PriData Hyper-converged All-in-One Machine adopts servers and hardware with universal standard architecture, and integrates computing, storage and networking into one physical device through software-defined method to form a single hyper-converged node, which further simplifies IT infrastructure and reduces total cost.

2. Convinced

Sangfor One
Cloud has undergone a new upgrade for AI, creating an AI platform for intelligent computing and application construction that is more suitable for large-scale model scenarios. It provides users with one-click deployment, better performance, and best practice solutions for rapid application development based on DeepSeek hosting and application scenarios.

3. Hikvision

Wensou Storage Series Products
Wensou Storage Series products are an application breakthrough that combines multimodal large models with embedded intelligent hardware. Through platform-oriented model design, large and small model distillation, cross-layer mixed precision quantization and other large model deployment technologies and innovative design of embedded intelligent hardware, multimodal large models can be implemented on lightweight embedded hardware platforms.

4. Dahua Technology

Dahua Shensuan
deeply integrates multi-modal large models and embedded hardware architecture to break through the bottleneck of intelligent analysis of complex scenarios on the edge.

5. Inspur Information

Inspur DeepSeek "Inference All-in-One Machine"
is fully compatible with DeepSeek V3 (universal base), R1 (inference optimization), Janus Pro (multi-modal) and other series of models, and supports rapid adaptation to scenarios such as intelligent customer service and dialogue, text analysis, industrial quality inspection, and medical image recognition. It is equipped with domestic AI computing power products, and the single-card FP16 computing power reaches the international mainstream level. It supports FP32/FP16 mixed precision acceleration, and a single machine can complete real-time inference of models with tens of billions of parameters.

6. The Great Wall of China

The Great Wall Qingtian GF7280 V5 AI training and pushing machine
is equipped with a dual-core S5000C processor with up to 128 CPU cores and 16 DDR5 memory sticks, each with a capacity of 64GB, and a total memory capacity of 1024GB; it has been verified that three different GPU computing power cards, NV L20, domestic Tianshu BI-V150 and Huizhan C500, are suitable for DeepSeek R1 private deployment, and have the three advantages of "out-of-the-box use, cost-effective, and continuous updates and support".

7. Sugon

Sugon DeepSeek AI all-in-one machine
has a built-in powerful AI management platform SothisAI3.0, which supports AI full-scenario requirements from 1 billion-level parameter model reasoning to 100 billion-level parameter model training; it is compatible with the entire DeepSeek family including DeepSeek-Janus-Pro and DeepSeek-R1-671B, and is also fully compatible with mainstream domestic and foreign open source AI models such as QWen2.5, LLama3.2, and ChatGLM.

8. UCloud

UCloud's DeepSeek full-capable large model all-in-one machine
supports full adaptation of domestic AI chips such as Muxi, Moyu, Yiteng, and Tianshu Shouxin. With an integrated hardware and software delivery model, it provides a full-stack solution from bottom-level computing power acquisition, model fine-tuning and reasoning capabilities, to AI application development; combined with the cloud computing platform, it provides flexible DeepSeek model deployment and management services and supports elastic expansion.

9. CloudWalk Technology

The large-model training and inference all-in-one machine
is based on the YiTeng AI basic software and hardware platform, and integrates a large-model integrated production platform. It has functions such as model training, reasoning, and full-process management. It supports three basic models: language, vision, and multimodal, and can flexibly adapt to parameter specifications ranging from billions to hundreds of billions.

10. Tianrongxin

Rongxin DeepSeek Security Intelligent Computing Machine
clusters multiple computing servers and provides computing power management, computing power scheduling, high-concurrency large-capacity storage system and high-performance network interconnection through the intelligent computing platform. The product is deeply integrated and has completed integration testing with various versions and size models of DeepSeek, and is pre-installed with models of various sizes of DeepSeek-R1 version.

11. Newtouch Software

The Xinzhixin all-in-one machine
uses the Haiguang K100 GPU server as its computing power cornerstone, with 100% independently designed DCU chips, supporting 10 billion-level model training; it can be flexibly expanded to a 32-card supercomputing cluster and can be equipped with a full-blooded version of the Deepseek model; it dynamically allocates GPU resources, improves training efficiency by 40%, and reduces operation and maintenance costs by 50%.

12. iSoftStone

iSoftStone's DeepSeek application solution all-in-one is
based on iSoftStone's professional computing base, with pre-installed large models of different versions of DeepSeek. It also supports pre-installation of the Tianji MaaS platform and Tianji Agent according to customer requirements, and integrates and optimizes the "computing power + model + application" triple engine.

13. iFLYTEK

"Xinghuo + DeepSeek dual-engine all-in-one"
iFlytek Xinghuo DeepSeek tower all-in-one supports office activity deployment, and iFlytek Xinghuo DeepSeek all-in-one is suitable for computer room deployment, covering a variety of deployment scenarios, helping developers and scientific and technological enterprises accelerate business innovation.

14. Tuowei Information

Tuowei Information's intelligent data annotation all-in-one machine
is based on the "Zhaojian" AI computing hardware built on "Yiteng + Kunpeng". It can easily call the 671B full-blooded version and the distilled version of DeepSeek model locally, and complete the software and hardware adaptation of DeepSeek full-blooded version 671B and distilled versions 70B, 32B, 8B, 7B, 1.5B and other different parameter versions.

15. Collaborative Data

The Fcloud DeepSeek full-powered
all-in-one machine is equipped with two Intel fourth-generation Xeon CPUs, as well as high-memory and high-computing power computing modules, high-performance NVMe SSD disks, and up to 2TB of memory. FCloud integrates the private large model service platform MaaS and powerful hardware resources to provide enterprises that need private deployment with a standardized large model service delivery experience that integrates software and hardware.

16. Kylin Security

The domestically produced intelligent computing machine of Kirin Security is
a domestic Kunpeng 920 architecture server + Huawei Ascend AI card, equipped with the Kirin Security Security operating system, built-in DeepSeek large model, and seamlessly compatible with the DeepSeek series models, including DeepSeek V3, DeepSeek R1 and DeepSeek Janus Pro, and also supports the full series of quantitative distillation versions. The Kirin Security Intelligent Computing Machine supports dual-purpose use in one machine, not only with local computing capabilities, but also supports seamless integration with the Kirin Security Cloud.

17. Yakang Huachuang Technology

D-BOX Pro desktop-level smart all-in-one machine
integrates DeepSeek series models (1.5B-14B), A4 paper size, supports WiFi/5G/LAN access, silent design, and pre-installed toolkit.

18. Huawei Ascend

Ascend DeepSeek inference machine
is compatible with the full range of DSV3/R1 models, covering scenarios such as intelligent dialogue, programming, document analysis, and supports customized development by more than 60 partners.

19. Lenovo Group

Intelligent all-in-one machine and training-pushing all-in-one server
Lenovo server + Muxi training-pushing all-in-one GPU + independent algorithm, combined with AI Force development platform.

20. DingTalk Technology

The dedicated AI all-in-one machine
is compatible with DeepSeek R1/V3 671B and distillation models, optimized for the Atlas 800I A2 server, and supports processing of texts up to one million words long.

21. H3C

H3C DeepSeek intelligent all-in-one machine
integrates a high-performance computing unit, supports the full range of DeepSeek models, and optimizes data processing and inference speed.

22. Bode

Baode DeepSeek integrated intelligent device
has a compact design, integrates DeepSeek core algorithm, supports edge computing scenarios, and has low power consumption and high performance.

23. China Telecom

Xiran Intelligent Computing All-in-One Machine - DeepSeek Edition
is based on the "Xiran" computing power platform and supports the full process service of DeepSeek-R1.

24. China Mobile

The intelligent computing all-in-one machine - DeepSeek version
is fully compatible with the Ascend ecosystem, supports all versions of DeepSeek models, and can deploy the computing network brain in minutes.

25. China Unicom

The DeepSeek all-in-one machine
pre-installs multi-size models based on the "Xingluo" computing power platform and is supported by the intelligent integrated computing power network.

26. Baifei Electronics

Bofei Electronics' DeepSeek ruggedized all-in-one machine
supports a variety of AI models and frameworks in special fields such as radar, communications, simulation drills, and red-blue confrontation, and can provide industry users with efficient and stable computing support.

27. JD Cloud

JD Cloud DeepSeek large model all-in-one machine
has the core advantages of "full adaptation of domestic computing power" and "out-of-the-box use", built-in intelligent agent and knowledge base dual engines, pre-installed more than 100 industry solution templates and thousands of plug-ins, and supports the rapid construction of local knowledge base.

28. Huaneng Zhenyu -

Huaneng Zhenyu Tianxun DeepSeek large model all-in-one machine
is built based on the "Tianxun CubeX AI enabling platform + Cardoduo AI server", deeply integrating the full range of DeepSeek large models; it is also based on Kunpeng CPU + Ascend + openEuler + inference acceleration engine to build the inference acceleration capability of large models, realize efficient collaboration between CPU and NPU, reduce latency by 40%, quickly enable enterprise applications, and provide enterprises with one-stop AI solutions.

29. Kunlun Technology

Kunlun Technology's DeepSeek local deployment all-in-one machine
is based on the powerful computing power of Kunlun Technology's KunLun AI server and Sino-Korean SigInfer model inference engine, which can achieve excellent performance and provide users with stable and reliable production-level DeepSeek-R1 and V3 services.

30. Baidu

Baidu Baige DeepSeek all-in-one machine
is built on Baidu Baigang platform, providing a purely domestic computing power combination, supporting Kunlun core P800 single machine 8 cards to deploy the full-blooded version of DeepSeek R1/V3, and supporting 8-bit reasoning.

31. Huanghe Information Industry

The Yellow River DeepSeek all-in-one machine deeply integrates the Ascend high-performance computing base and the DeepSeek full range of large model capabilities, covering all-scenario needs such as language understanding, image analysis, and knowledge reasoning, providing enterprises with a one-stop AI solution and helping thousands of industries embark on a new journey of high-quality development.

All-in-one price

The analysis is performed based on the DeepSeek-671B full-capable all-in-one configuration.

Hardware cost analysis

• Server hardware : ¥200,000-500,000 for enterprise-class servers with high-end processors
• AI Accelerator : ¥1,000,000-2,500,000 for 8+ high-performance GPUs/NPUs required for the 671B model
• Memory : ¥150,000-300,000 for 1-2TB RAM configurations (as mentioned by Xiechuang Data)
• Storage : ¥80,000-200,000 for high-performance NVMe SSDs
• Software and Integration : ¥200,000-600,000 for DeepSeek deployment, platform integration, and support services

Estimated total cost range

Based on the hardware configuration of the full version of Deepseek-671, the following estimates are made:

• Entry-level 671B configuration : ¥1,500,000-¥2,500,000
• Mid-range enterprise deployment : ¥2,500,000-¥5,000,000
• High-end multi-server cluster setup : ¥5,000,000-¥10,000,000+

Key cost factors

1. Deployment scale - Differences between single-server and multi-server cluster configurations
2. GPU/NPU selection - cost difference between domestic and international accelerator cards
3. Memory requirements - large models such as the 671B require a lot of memory resources
4. Support and Maintenance Contracts - Cost of an Enterprise-Level Support Agreement
5. Software License - Cost of DeepSeek commercial license and management tools

These estimates represent a rough cost range for an enterprise-grade DeepSeek-671B deployment based on the specifications mentioned in the vendor information.

It is also basically in line with the entry price of Deepseek all-in-one machines on Taobao.