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NVIDIA · Blackwell · Layer 2

NVIDIA RTX PRO 6000 Blackwell

Local and on-premise AI. The honest way into this layer for anyone who is not a hyperscaler — you can actually buy one.

buy You can purchase this outright.

Specifications

Memory
96 GB GDDR7
Bandwidth
1.8 TB/s
Compute
Blackwell-generation FP4/FP8
Power
600 W
Interconnect
PCIe
Software
CUDA
Form factor
workstation
Workload
both

Verified 2026-09-09. Fields reading “not published” are exactly that — we do not estimate a figure a vendor withholds.

The catch

GDDR7, not HBM, so bandwidth is a fraction of a datacentre part. Fine for local inference and fine-tuning; not a training cluster.

The economics

96 GB in a workstation runs models that used to need a rented multi-GPU node. For sustained local work it repays quickly against GPU-hour rental.

Cost per million tokens is the metric that decides most real purchases, and there is no neutral benchmark for it — every published figure comes from a company selling one side of the comparison. Read all of them, ours included, as claims rather than measurements.

The power question underneath this

A rack of frontier accelerators draws 120–200 kW against a 2026 average of about 27 kW, and the US grid interconnection queue exceeds 2,600 GW with waits approaching five years. Whether you can energise this part is now a harder question than whether you can buy it.

Layer 1 — Energy · The interconnection queue · Rack power density · Tokens per watt

Where you actually rent this

Choosing the part is the easy half. The same accelerator rents for wildly different money depending only on who you rent it from — the cheapest and dearest published on-demand price for an H100 sit 5.6× apart — and the provider, not the chip, is what decides whether you can leave later.

Layer 2.5 — Compute providers · The GPU cost calculator

Compared against

Related silicon

Want this whole layer as one table?

The accelerators on these pages as a single CSV — memory, bandwidth, compute, power, interconnect, software stack, availability, who each part is for and the catch — ready to sort, filter or load into a notebook.

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