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JNCS AI PRO

RTX PRO 6000 Blackwell workstation, up to 192GB of VRAM.

The JNCS AI PRO runs one or two NVIDIA RTX PRO Blackwell GPUs, from the 32GB RTX PRO 4500 to the 96GB RTX PRO 6000, on a Threadripper 9000 processor and an ASUS Pro WS TRX50-SAGE board with quad-channel registered ECC memory. It is sized for larger models, longer context windows, and multi-day jobs.

RTX PRO Blackwell GPU options

One or two of the same card. Each GPU runs on a dedicated PCIe 5.0 x16 slot.

GPUMemoryPowerVRAM, 1 GPUVRAM, 2 GPUs
RTX PRO 4500 Blackwell32GB GDDR7200W32GB64GB
RTX PRO 5000 Blackwell48GB GDDR7300W48GB96GB
RTX PRO 5000 Blackwell72GB GDDR7300W72GB144GB
RTX PRO 6000 Blackwell Workstation Edition96GB GDDR7600W96GB192GB

Workstation specifications

Fixed platform parts are listed as-is; ranges are the options offered in the configurator.

ProcessorAMD Ryzen Threadripper 9000 on sTR5: 9960X (24 cores), 9970X (32 cores), or 9980X (64 cores, 128 threads). 80 PCIe 5.0 lanes, 350W.
MotherboardASUS Pro WS TRX50-SAGE WIFI (CEB, quad-channel DDR5)
MemoryKingston registered ECC DDR5, one module per channel: 64GB (4×16GB), 128GB (4×32GB), 256GB (4×64GB), 384GB (4×96GB), or 512GB (4×128GB)
StorageSamsung 9100 PRO PCIe 5.0 NVMe, 1TB to 8TB per drive, up to two drives. Optional: up to two Seagate Exos 7200 RPM enterprise hard drives, 12TB to 28TB each, as independent volumes or a RAID 1 or RAID 0 pair
CoolingARCTIC Freezer 4U-M Rev. 2, air cooler for sTR5
Power supplyAuto-sized: ASRock PG-1600G 1600W (80 Plus Gold, 2× 12V-2x6) or SilverStone HELA 3000Rz 3000W (80 Plus Platinum, 4× 12V-2x6)
CaseFractal Design Define 7, solid steel or dark tempered glass side panel
Operating systemWindows 11 Pro, installed and updated

What 48GB to 192GB of VRAM runs

Total VRAM sets the largest model that can be loaded.

Model weights occupy roughly parameters × bits per weight ÷ 8. A 70-billion-parameter model at 4-bit quantization is about 35GB of weights; with context and runtime overhead it requires approximately 48GB of VRAM. Context length and batch size add to every figure below.

48GB: one RTX PRO 5000

A 70B-class model at 4-bit quantization requires approximately 48GB of VRAM.

96GB: one RTX PRO 6000

A 70B-class model fits in 96GB at 8-bit quantization, with the whole model on a single GPU.

144GB to 192GB: two GPUs

Two 72GB or 96GB cards provide the capacity for larger models and longer context windows than a single card allows.

Registered ECC memory

System memory is registered ECC DDR5 across all four channels, suited to jobs that run for days. A common guideline is system memory at least equal to total VRAM; the configurator flags a selection below that.

Power and circuit requirements

Estimated draw at full load, and the circuit the system needs. The power supply is selected automatically.

GPU configurationEstimated drawPower supplyCircuit
1× RTX PRO 4500, 5000, or 6000650W to 1,050W1600WStandard 15A, 120V
2× RTX PRO 4500 or 5000850W to 1,050W1600WStandard 15A, 120V
2× RTX PRO 6000approximately 1,650W3000WDedicated 20A, 110–120V required; 30A, 220–240V recommended

Assembly, burn-in, and delivery

Each system is assembled by hand at our shop in Fairport, NY, by a shop that has built computers for more than thirty years.

Fit and power validated

The configurator checks physical fit, memory, PCIe slots, and power on every selection. The power supply is sized automatically to the GPU count and estimated draw, with a 12V-2x6 cable for every GPU.

Burn-in under load

Every system is stress-tested under sustained full load and firmware-updated before it leaves the bench, so the first long job is not the first test.

Windows 11 Pro installed

Windows 11 Pro is installed and updated before shipment.

Warranty and support

Every build carries a 3-year warranty and lifetime technical support from the shop that built it.

Quoting and payment

The configurator shows a price for every part and an estimated total, including assembly, burn-in, and testing, as the build is configured. GPU and memory pricing changes frequently, so a technician confirms GPU availability and final pricing by email, with lead time, typically within 1-2 business days. There is no cost and no obligation to request a quote.

Payment for AI workstations is by ACH bank transfer; credit cards are not accepted for these systems. An invoice with bank details is issued once the quote is approved. Systems ship across the United States from Fairport, NY, with local pickup available.

RTX PRO Blackwell workstation questions

How much VRAM does an RTX PRO 6000 Blackwell have?
The RTX PRO 6000 Blackwell Workstation Edition has 96GB of GDDR7 and is a 600W, two-slot card. Two of them in the JNCS AI PRO provide 192GB of VRAM.
Which RTX PRO Blackwell cards are offered?
The RTX PRO 4500 Blackwell (32GB, 200W), the RTX PRO 5000 Blackwell in 48GB and 72GB versions (300W), and the RTX PRO 6000 Blackwell Workstation Edition (96GB, 600W). The JNCS AI PRO takes one or two of the same card.
What power does a dual RTX PRO 6000 workstation need?
Two RTX PRO 6000 Blackwell cards with a Threadripper 9000 processor draw approximately 1,650W at full load. The system uses the 3000W power supply and requires a dedicated 20A, 110-120V circuit; a 30A, 220-240V circuit is recommended. Configurations with one card, or two RTX PRO 4500 or 5000 cards, run on a standard 15A circuit.
Why Threadripper for a two-GPU workstation?
Threadripper 9000 provides 80 PCIe 5.0 lanes, so each GPU runs at a full x16 link, along with quad-channel registered ECC memory up to 512GB in this build and 24 to 64 processor cores.
Can this build take four GPUs?
No. The JNCS AI PRO takes one or two GPUs. For up to four RTX PRO Blackwell cards on Threadripper PRO with eight memory channels, see the JNCS AI MAX.
How is an AI workstation ordered and paid for?
Configure the system, which shows an estimated total as you go, and request a quote; there is no cost or obligation. A technician confirms GPU availability, final pricing, and lead time by email, typically within 1-2 business days. Payment is by ACH bank transfer once the quote is approved.

Related AI workstation builds

RTX 5090 AI workstation

JNCS AI 5090

One GeForce RTX 5090, 32GB VRAM, Ryzen 9000, standard 15A circuit.

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Multi-GPU AI workstation

JNCS AI MAX

Up to four RTX PRO Blackwell GPUs, up to 384GB VRAM, Threadripper PRO 9000.

View →

Local LLM workstation guide

Sizing guide

How much VRAM a model needs, and which build provides it.

View →

Configure an RTX PRO Blackwell workstation.

Select the GPU, the GPU count, the processor, memory, and storage. Fit, PCIe slots, and power are validated on every selection.

Have an exact parts list or a department spec sheet? Send the whole list. For more than four GPUs or rackmount systems, see AI servers and larger systems.