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GPU comparison

B300 vs H200 NVL.

The B300 is ahead on memory (288 GB vs 141 GB) and speed (2.7x the FP16 throughput and up to 67% more memory bandwidth). The H200 NVL makes sense when your model fits in 141 GB and its hourly price is lower.

Rent either on Runcrate

Live hourly price, then per GB of memory and per 100 FP16 TFLOPS.

Which is better for

Which to pick for each job. Memory fit and throughput, from the datasheets.

  • Hold a 70B model in 8-bit weights

    70 GB of 8-bit weights

    B300: 1 GPU, 218 GB spare

    H200 NVL: 1 GPU, 71 GB spare

    B300. Same GPU count, up to 67% more memory bandwidth.

  • Serve an 8B model in 16-bit weights

    16 GB of 16-bit weights

    B300: 1 GPU, 272 GB spare

    H200 NVL: 1 GPU, 125 GB spare

    B300. Same GPU count, up to 67% more memory bandwidth.

  • Fine-tune a 70B model with QLoRA

    About 46 GB with 4-bit weights

    B300: 1 GPU, 242 GB spare

    H200 NVL: 1 GPU, 95 GB spare

    B300. Same GPU count, 2.7x the FP16 throughput.

  • Train on a full node

    FP16 tensor throughput per node

    B300: 8x, 18,000 TFLOPS, NVLink

    H200 NVL: 8x, 6,680 TFLOPS, NVLink in groups of 4

    B300. 2.7x the FP16 throughput per GPU.

  • Throughput per watt

    FP16 TFLOPS per 100 W of TDP

    B300: Varies by card

    H200 NVL: 139 TFLOPS per 100 W

    Either. Varies by card.

Compare another pair

vs

Blackwell

NVIDIA B300

from$12.99/hr
Available now · 1 region
Memory
288 GB HBM3e
FP16 tensor
2250 TFLOPS
Bandwidth
up to 8.0 TB/s
Full pricing details

Hopper

NVIDIA H200 NVL

from$4.63/hrCheaper
Available now · 2 regions
Memory
141 GB HBM3e
FP16 tensor
835 TFLOPS
Bandwidth
4.8 TB/s
Full pricing details

At a glance

Spec by spec. The longer bar is the better number.

Memory

NVIDIA B300288 GB
NVIDIA H200 NVL141 GB

Memory bandwidth

NVIDIA B300up to 8.0 TB/s
NVIDIA H200 NVL4.8 TB/s

FP16 tensor

NVIDIA B3002250 TFLOPS
NVIDIA H200 NVL835 TFLOPS

Hourly price, from (live)

NVIDIA B300$12.99/hr
NVIDIA H200 NVL$4.63/hr

Full specs

The complete spec sheet.

SpecNVIDIA B300NVIDIA H200 NVL
ArchitectureBlackwellHopper
Memory288 GB141 GB
Memory typeHBM3eHBM3e
Memory bandwidthup to 8.0 TB/s4.8 TB/s
FP3275 TFLOPS60 TFLOPS
FP16 tensor2250 TFLOPS835 TFLOPS
INT8187.5 TOPS1670 TOPS
TDPup to 1400 W600 W
Form factorSXMPCIe
NVLinkYesIn groups of 4
GPUs per node88
Hourly price (live)from $12.99/hrfrom $4.63/hr

Questions

B300 or H200 NVL. What buyers ask first.

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