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LINEAGE TECH

NVIDIA H200, B200 and B300: which to buy

Updated 16 October 2026

By the Lineage Tech sourcing desk

Short answer. Choose B300 (Blackwell Ultra) for reasoning inference and the most memory per GPU, B200 (Blackwell) when you also need strong FP64 for HPC, and H200 (Hopper) when you want large-memory capacity on a proven software stack or a PCIe card for standard servers.

The short comparison

Per-GPU figures from NVIDIA datasheets; tensor figures with sparsity
H200 SXMB200 (HGX)B300 (HGX)
ArchitectureHopperBlackwellBlackwell Ultra
GPU memory141 GB HBM3e180 GB HBM3e270 GB HBM3e
Memory bandwidth4.8 TB/s7.7 TB/s7.7 TB/s
FP4 TensorNot supported18 PFLOPS18 PFLOPS (14 dense)
FP6434 TFLOPS37 TFLOPS1.2 TFLOPS
NVLink per GPU900 GB/s1.8 TB/s1.8 TB/s
Max GPU powerUp to 700 WUp to 1,000 WUp to 1,100 W

When H200 still makes sense

H200 runs the same software as existing H100 clusters and often has shorter lead times. It is also the only option here as a PCIe card: H200 NVL fits standard air-cooled servers and links in groups of two or four with NVLink bridges.

B200 against B300

Blackwell Ultra trades double-precision throughput for AI throughput and memory. B300 carries 50% more memory per GPU than B200 and higher dense FP4, aimed at large reasoning models. B200 keeps around 37 TFLOPS of FP64 per GPU, which matters for scientific computing.

Server, DGX or rack-scale

  • HGX servers from OEMs: most flexible, choose your CPU, storage, networking and cooling.
  • DGX B300: NVIDIA-integrated 10U system with software and support, about 14.5 kW per system.
  • GB300 NVL72: 72 GPUs in one liquid-cooled NVLink domain, for teams that can provide liquid cooling and very high rack power.

These platforms are subject to US export controls. Expect destination and end-use questions on every quotation.

Sources

Specifications change; check the linked manufacturer documents before ordering. Questions? Talk to the sales desk.

Products in this guide

NVIDIA, NVL PCIeVerified stock
NVIDIA H200 NVL 141GB PCIeMPN900-21010-0040-000
  • 141 GB HBM3e, 4.8 TB/s
  • NVLink bridge, 2-way or 4-way
  • Air-cooled enterprise servers
USD 43,220
NVIDIA, HGX 8-GPUSource to order
NVIDIA HGX H200 8-GPU ServerMPN935-24287-2740-000
  • 8x H200 SXM, about 1.1 TB HBM3e
  • Over 32 PFLOPS FP8 per server
  • Proven Hopper software stack
Confirmed per quote
Price on written offer
Request a quote
NVIDIA, HGX 8-GPUSource to order
NVIDIA HGX B200 8-GPU ServerPLATFORMHGX B200
  • 8x Blackwell, 1.4 TB HBM3e
  • 144 PFLOPS FP4 sparse, 72 dense
  • Strong FP64 for mixed AI and HPC
Confirmed per quote
Price on written offer
Request a quote
NVIDIA, HGX 8-GPUSource to order
NVIDIA HGX B300 8-GPU ServerPLATFORMHGX B300
  • 8x Blackwell Ultra, 2.1 TB HBM3e
  • 144 PFLOPS FP4 sparse, 108 dense
  • Configured by OEM: Supermicro, Dell, HPE and others
Confirmed per quote
Price on written offer
Request a quote
NVIDIA, DGX systemSource to order
NVIDIA DGX B300PLATFORMDGX B300
  • 8x Blackwell Ultra, 2.1 TB HBM3e
  • 144 PFLOPS FP4 sparse, 108 dense
  • Turnkey 10U node for SuperPOD and BasePOD
Confirmed per quote
Price on written offer
Request a quote
NVIDIA, Rack-scaleSource to order
NVIDIA GB300 NVL72PLATFORMGB300 NVL72
  • 72 Blackwell Ultra GPUs, 36 Grace CPUs
  • 1,440 PFLOPS FP4 sparse, 1,080 dense
  • One 72-GPU NVLink domain, liquid-cooled
Confirmed per quote
Price on written offer
Request a quote