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Maximum single-GPU performance with professional support

BOXX APEXX 8R (1x RTX PRO 6000 Blackwell)

BOXX · Verified 2026-07-23

From $18,000

Professionally overclocked 96GB VRAM workstation with premium thermal management and warranty.

Main limitation: Expensive; large physical footprint
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Key Specifications

SpecificationValue
Form Factordesktop tower
GPUNVIDIA RTX PRO 6000 Blackwell Workstation Edition
GPU Count1
GPU Memory per GPU96
Total Accelerator Memory96
Memory Architecturededicated VRAM (GDDR7)
GPU Memory TypeGDDR7
Memory Bandwidth (per GPU)1792
System RAM256
RAM TypeDDR5 ECC
ECC MemoryYes
Max System RAM2048
CPUAMD Ryzen Threadripper Pro (current gen)
CPU Cores64+
CPU TDP350
Primary Storage4096
Storage TypeNVMe SSD (PCIe 5.0)
PCIe GenerationPCIe 5.0
PCIe x16 Slots2+
NVLink SupportNo
Power Supply1500
Est. Peak Power1000
CoolingBOXX custom liquid cooling
DimensionsFull-tower workstation
OSWindows 11 Pro / Ubuntu
Linux SupportYes
Windows SupportYes
WSL SupportYes
CUDA SupportYes
Metal SupportNo
Warranty3
Onsite SupportYes (optional)
Release Year2026

What Models Can It Run?

Calculated estimates using weight-only memory analysis at Q4 (4-bit) quantization. Actual requirements vary by framework, context length, and runtime overhead. See methodology.

ModelParamsRequired Memory (Q4)Fits in 96GB?
Llama 3.1 8B 8B 5.52 GB ✓ Yes
Llama 3.1 70B 70B 37.14 GB ✓ Yes
Llama 3.2 1B 1B 2 GB ✓ Yes
Llama 3.2 3B 3B 3.01 GB ✓ Yes
Qwen 2.5 7B 7B 5.01 GB ✓ Yes
Qwen 2.5 14B 14B 8.53 GB ✓ Yes
Qwen 2.5 32B 32B 18.06 GB ✓ Yes
Qwen 2.5 72B 72B 38.14 GB ✓ Yes
Mistral 7B 7B 5.01 GB ✓ Yes
Mixtral 8x7B 46.7B 25.44 GB ✓ Yes
DeepSeek R1 7B 7B 5.01 GB ✓ Yes
DeepSeek R1 32B 32B 18.06 GB ✓ Yes
DeepSeek R1 70B 70B 37.14 GB ✓ Yes
Phi-3 Medium 14B 14B 8.53 GB ✓ Yes
Gemma 2 9B 9B 6.02 GB ✓ Yes
Gemma 2 27B 27B 15.05 GB ✓ Yes
Stable Diffusion XL 6.6B 4.81 GB ✓ Yes
Flux.1 Dev 12B 7.52 GB ✓ Yes
Flux.1 Schnell 12B 7.52 GB ✓ Yes

Max model size: 70B class models (~185B params at Q4). These are calculated estimates, not measured results.

Pros & Cons

Pros

  • Very large accelerator memory (96GB)
  • Linux support
  • Windows support
  • ECC memory for reliability
  • Onsite support available
  • 3-year warranty

Cons

  • No NVLink support (multi-GPU limited to PCIe P2P)
  • Expensive; large physical footprint

Compare with Other Workstations

Apple Mac Studio M2 Ultra (192GB) Apple Mac Studio M2 Ultra (64GB) ArsenalPC MES2X Dual RTX 5090 AI Workstation BIZON G3000 G2 (1x RTX 5090) BIZON G3000 G2 (4x RTX 5090) Custom Dual RTX 4090 Training Workstation Custom RTX 5090 AI Workstation (Value Build) Dell Precision 7960 Tower (1x RTX 6000 Ada)

Sources & Verification

Primary source: BOXX APEXX 8R Product Page

https://www.boxx.com/products/apexx-line/apexx-8r

Verification date: 2026-07-23

Data quality: Vendor specification — from manufacturer datasheet. No hands-on testing was performed.