The rig for serious local research and training. Four high-VRAM data-center GPUs on a thread-ripper platform with ECC RAM, dual Gen5 NVMe, and a server PSU on a dedicated circuit. Heads up: it pulls serious power and makes serious heat.
Plans
Choose a plan that fits your needs and budget
Item List
5CPU & Memory
2 items
GPUs
1 items| Item | Category | Specs | Qty | Price | Link |
|---|---|---|---|---|---|
 | GPU Workstation | GPUs4 VRAM total96 GB TDP each300 W | 1 | $6,000 | View Shop |
Storage & Platform
2 items
Plan Totals$11,900
Storage & Platform
2Total$11,900
FAQ
Common questions about this kit
Four GPUs — when?
When one cannot fit your model or your batch size, and renting cloud time around the clock stops making sense. Distributed training across four GPUs roughly quadruples throughput for data-parallel work.
Threadripper + ECC?
For long multi-GPU runs, yes — ECC RAM prevents silent bit-flips that corrupt a days-long run, and Threadripper feeds four GPUs without bottlenecking.
Power and heat?
Plan for 2000 W plus peak and real heat output — a dedicated 20 A circuit and good case airflow are not optional. This is a small server, treat it like one.
NVMe over HDD for datasets?
Yes — training reads shuffled batches constantly; spinning rust cannot keep up and starves the GPUs. Fast NVMe is the dataset speed lever.
User Reviews
5.0 / 5.0
Multi-GPU research rig is my dual-4090 rig's big sibling — ECC RAM and dedicated-circuit are the warnings I give too. Treat it like a server.