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GPU comparison

B300 vs GH200.

The B300 is ahead on memory (288 GB vs 96 GB) and speed (2.3x the FP16 throughput and up to 2.0x the memory bandwidth). The GH200 makes sense when your model fits in 96 GB and its hourly price is lower.

Rent either on Runcrate

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

    GH200: 1 GPU, 26 GB spare

    B300. Same GPU count, up to 2.0x the memory bandwidth.

  • Serve an 8B model in 16-bit weights

    16 GB of 16-bit weights

    B300: 1 GPU, 272 GB spare

    GH200: 1 GPU, 80 GB spare

    B300. Same GPU count, up to 2.0x the memory bandwidth.

  • Fine-tune a 70B model with QLoRA

    About 46 GB with 4-bit weights

    B300: 1 GPU, 242 GB spare

    GH200: 1 GPU, 50 GB spare

    B300. Same GPU count, 2.3x the FP16 throughput.

  • Train on a full node

    FP16 tensor throughput per node

    B300: 8x, 18,000 TFLOPS, NVLink

    GH200: 1x, 990 TFLOPS

    B300. 8 GPUs per node, not 1.

  • Throughput per watt

    FP16 TFLOPS per 100 W of TDP

    B300: Varies by card

    GH200: Superchip power, not a GPU TDP

    Either. Not comparable.

Compare another pair

vs

Blackwell

NVIDIA B300

Not in stock right now
Memory
288 GB HBM3e
FP16 tensor
2250 TFLOPS
Bandwidth
up to 8.0 TB/s
Full pricing details

Hopper

NVIDIA GH200

Not in stock right now
Memory
96 GB HBM3
FP16 tensor
990 TFLOPS
Bandwidth
up to 4.0 TB/s
Full pricing details

At a glance

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

Memory

NVIDIA B300288 GB
NVIDIA GH20096 GB

Memory bandwidth

NVIDIA B300up to 8.0 TB/s
NVIDIA GH200up to 4.0 TB/s

FP16 tensor

NVIDIA B3002250 TFLOPS
NVIDIA GH200990 TFLOPS

FP32

NVIDIA B30075 TFLOPS
NVIDIA GH20067 TFLOPS

Full specs

The complete spec sheet.

SpecNVIDIA B300NVIDIA GH200
ArchitectureBlackwellHopper
Memory288 GB96 GB
Memory typeHBM3eHBM3
Memory bandwidthup to 8.0 TB/sup to 4.0 TB/s
FP3275 TFLOPS67 TFLOPS
FP16 tensor2250 TFLOPS990 TFLOPS
INT8187.5 TOPS1979 TOPS
Powerup to 1400 W per GPU (TDP)up to 1000 W per superchip (CPU, GPU and memory)
Form factorSXMSuperchip
NVLinkYesOne GPU
GPUs per node81
Hourly price (live)Not in stock right nowNot in stock right now

Questions

B300 or GH200. What buyers ask first.

Other comparisons

More pairs with the B300 or the GH200.