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AI Workstation · Hardware First
The Spec Sheet Is the Sales Pitch
ABS Zaurion Ruby Mid-Tower · ZRR9950X3D-RP4500
No warm-up story — the two processors below are why this box exists. Everything else
(Ubuntu with OpenClaw pre-installed, ECC end to end, a quiet liquid loop) is in service of them.
AI Silicon Spotlight · Read This First
Two Processors, Chosen for AI Duty
GPU · Datasheet
NVIDIA RTX PRO 4500 Blackwell · 200 W GPU
VRAM
32 GB GDDR7 with ECC — serves smaller open-weight models and embedding stacks; ECC means a stray bit-flip can't silently corrupt weights on an always-on service. Consumer cards skip this.
Tensor
Blackwell 5th-gen Tensor Cores with FP4 — the low-precision math modern generative inference actually runs on, at architecture-native speed.
Power
200 W GPU budget — cool, quiet, and efficient; the 1000 W 80 PLUS Platinum supply barely notices it, and neither will the office.
Drivers
RTX PRO workstation line — validated, long-lifecycle drivers for production endpoints, not game-day patches.
CPU · Datasheet
AMD Ryzen 9950X3D · Liquid-Cooled
Cache
128 MB L3 with 3D V-Cache — tokenizers, dataloaders, and hot working sets stay on-die instead of waiting on RAM; iteration loops feel it immediately.
Clocks
4.3 GHz base / 5.7 GHz max turbo — single-thread latency is where agent decisions, eval scripts, and notebook cells live.
Cores
16-core — preprocessing, indexing, and OpenClaw agent orchestration run beside the GPU workload without queueing.
Platform
ECC UDIMM support + liquid cooling — server-grade data integrity and clocks that hold through overnight runs, quietly.
Memory
64 GB DDR5 ECC
to 256 GB · 4 DIMM slots
Storage
2× 2 TB NVMe
OS / data split · 4 TB
Network
1× 10 Gb/s + 2.5 Gb/s
+ management LAN
Expansion
PCIe 5.0 x16
+ PCIe 4.0 x16
Power
1000 W 80 PLUS Platinum
headroom to spare
In Service
What That Silicon Does All Day
Private Inference, Quietly
Smaller open-weight models and embedding stacks served all day on ECC-protected VRAM — at a 200 W GPU budget the office never hears.
Always-on endpoint · ECC integrity · low noise
Iteration at V-Cache Speed
Code, run, inspect — the 3D V-Cache and 5.7 GHz max turbo shave the seconds that compound into hours across a development week.
Fast loops · snappy notebooks · 16-core builds
Agents & Team Endpoints
OpenClaw ships pre-installed for day-one automations, and 1× 10 Gb/s + 2.5 Gb/s LAN serves the team — with a management port so IT stays in control.
OpenClaw included · team serving · out-of-band mgmt
Scene photos are AI-generated illustrations of typical deployments, not photographs of this exact product.
Full Datasheet
As Configured
ZRR9950X3D-RP4500
GPU
NVIDIA RTX PRO 4500 Blackwell — 200 W GPU power budget, 32 GB GDDR7 with ECC
64 GB DDR5 ECC UDIMM — expandable to 256 GB across 4 DIMM slots
Storage
2× 2 TB M.2 NVMe (4 TB total)
Network
1× 10 Gb/s + 2.5 Gb/s LAN + dedicated management port
Expansion
PCIe 5.0 x16 + PCIe 4.0 x16 · ASUS Pro WS B850M-ACE SE
Power
1000 W 80 PLUS Platinum
OS
Ubuntu pre-installed, OpenClaw included (Windows available by quote)
Where It Sits
The X3D Door Into the Family
Same agent-ready Ubuntu setup on every rung of this listing (EPYC 4565P CPU variants are offered too):
This Config
32 GB
RTX PRO 4500 tier with the 9950X3D — the family's most accessible X3D + RTX PRO pairing.
Step Up
48 GB
RTX PRO 5000 tier — mid-size model serving with more context headroom.
Max Out
96 GB
RTX PRO 6000 tier, standard or MaxQ — the family's largest single-GPU class.
FAQ
Quick Answers Before You Buy
Why does the hardware matter more than the spec sheet suggests?
Three choices define this box for AI: ECC on the GPU memory (weights can't silently corrupt), 128 MB of 3D V-Cache (hot data stays on-die), and a 200 W GPU budget that runs cool and quiet all day.
Is 32 GB of GPU memory enough?
For smaller open-weight models, embeddings, RAG, and agents — comfortably. For bigger models, the 48 GB and 96 GB rungs are on this same listing.
What does "OpenClaw pre-installed" actually mean?
The OpenClaw enterprise AI agent framework comes installed and ready on Ubuntu — agentic workflows on day one, no framework setup.
Can I get it with Windows?
It ships with Ubuntu pre-installed; Windows is available — request a quote from the listing.
Government / public-sector eligible?
TAA compliant and assembled in the USA, with compliance documents available for purchase review.
How is it supported?
1-year parts and labor limited warranty backed by ABS manufacturer support. Build to Order — custom built and stress-tested after purchase.
OpenClaw pre-installed
Assembled in USA
TAA Compliant
Liquid-cooled · ECC end to end
ABS Zaurion Ruby ZRR9950X3D-RP4500 · ASUS Pro WS B850M-ACE SE platform · Positioning and specifications per the Newegg listing;
3D V-Cache is an AMD-published feature of the Ryzen 9950X3D. Optional components and software are configured at time of purchase.
Learn more about the ABS ZRR9950X3D-RP4500
Model
Brand
ABS
Series
Zaurion Ruby
Model
ZRR9950X3D-RP4500
Part Number
ZRR9950X3D-RP4500
Details
Workload
AI Workstation
Type
Mid-tower
AI Features
AI Development: Accelerate AI development and inference workloads, and build agentic AI applications. Data Science: Accelerate your data pipelines. HPC: Accelerate scientific breakthroughs with enhanced accuracy. AI-Driven Rendering and Graphics: Deliver stunningly realistic designs and simulations with speed and precision. Video Content and Streaming: Boost performance for live media and video pipelines. Game Development: Drive new possibilities for game development with AI.
The ABS Zaurion Ruby ZRR9950X3D-RP4500 is a prebuilt AI workstation for researchers, developers, and technical teams who need high-throughput local inference, agentic AI development, and GPU-accelerated data science on Ubuntu. Its Ryzen 9950X3D, RTX Pro 4500 Blackwell 32GB, 64GB ECC DDR5, and dual 2TB NVMe setup fit serious single-workstation AI and HPC workflows.
Recommended For
AI developers who want a local Ubuntu workstation for model inference, RAG, agent workflows, or experimentation with models that fit comfortably within 32GB of VRAM, without moving straight to a multi-GPU server.
Engineering, CAD, and visualization users who need a workstation-class NVIDIA GPU for pro-app driver support, certified-workflow expectations, ECC memory, and a desktop tower they can leave on at a desk or lab bench.
Researchers or technical teams running long compute jobs who value workstation reliability features more than peak gaming-style throughput: ECC UDIMM system memory, ECC-capable GPU memory, dual high-speed networking, and Ubuntu preinstall.
Small studios and technical creators doing mixed workloads such as AI-assisted rendering, simulation, Unreal or content creation, where strong CPU performance and workstation GPU features matter more than portability.
Spec Summary
Attribute
Value
Best For
AI workstation workloads including AI development and inference, data science, HPC, AI-driven rendering and graphics, video/media pipelines, and game-development workflows that need strong CPU+GPU compute
Processor And Core Count
AMD Ryzen 9950X3D 16-core (Socket AM5) with 4.3 GHz base and up to 5.7 GHz turbo, 128 MB L3 cache; single-processor system with liquid CPU cooling
Memory Configuration
64GB DDR5 ECC UDIMM installed across 4 memory slots, supports up to 192GB
GPU And VRAM
Single NVIDIA RTX Pro 4500 Blackwell GPU with 32GB GDDR7 ECC video memory
Storage And Expansion
Two 2TB M.2 NVMe SSDs installed (4TB total); expansion includes one PCIe 5.0 x16 and one PCIe 4.0 x16 slot for additional GPUs or accelerators
Wired Networking
1 x 10Gb RJ45 and 1 x 2.5Gb RJ45 LAN ports plus a dedicated 10/100/1000 Mbps management LAN
Operating System And AI Features
Ubuntu operating system with an AI-focused feature set for accelerating development, inference, data science, HPC, rendering, video content and game development workflows
Power And Cooling
Single 1000W ATX 80 PLUS Platinum power supply with liquid CPU cooling provision
Chassis And Dimensions
Mid-tower chassis measuring 17.5" x 9.17" x 19.45"
Model Identifiers
ABS Zaurion Ruby — model ZRR9950X3D-RP4500 (Part Number ZRR9950X3D-RP4500)
here!
