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GPU comparison

B300 vs V100.

The B300 is ahead on memory (288 GB vs 32 GB) and speed (18.0x the FP16 throughput and up to 8.9x the memory bandwidth). The V100 makes sense when your model fits in 32 GB and its hourly price is lower.

Rent either on Runcrate

  • B300from $10.40/hr

    $0.036 per GB/hr$0.46 per 100 TFLOPS/hr

    Launch B300
  • V100Cheaperfrom $0.36/hr

    $0.011 per GB/hr$0.29 per 100 TFLOPS/hr

    Launch V100

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

    V100: 3 GPUs (96 GB)

    B300. Fits on one GPU.

  • Serve an 8B model in 16-bit weights

    16 GB of 16-bit weights

    B300: 1 GPU, 272 GB spare

    V100: 1 GPU, 16 GB spare

    B300. Same GPU count, up to 8.9x the memory bandwidth.

  • Fine-tune a 70B model with QLoRA

    About 46 GB with 4-bit weights

    B300: 1 GPU, 242 GB spare

    V100: 2 GPUs (64 GB)

    B300. Fits on one GPU.

  • Train on a full node

    FP16 tensor throughput per node

    B300: 8x, 18,000 TFLOPS, NVLink

    V100: 8x, 1,000 TFLOPS, NVLink

    B300. 18.0x the FP16 throughput per GPU.

  • Throughput per watt

    FP16 TFLOPS per 100 W of TDP

    B300: Varies by card

    V100: 42 TFLOPS per 100 W

    Either. Varies by card.

Compare another pair

vs

Blackwell

NVIDIA B300

from$10.40/hr
Available now · 1 region
Memory
288 GB HBM3e
FP16 tensor
2250 TFLOPS
Bandwidth
up to 8.0 TB/s
Full pricing details

Volta

NVIDIA V100

from$0.36/hrCheaper
Available now · 2 regions
Memory
32 GB HBM2
FP16 tensor
125 TFLOPS
Bandwidth
900 GB/s
Full pricing details

At a glance

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

Memory

NVIDIA B300288 GB
NVIDIA V10032 GB

Memory bandwidth

NVIDIA B300up to 8.0 TB/s
NVIDIA V100900 GB/s

FP16 tensor

NVIDIA B3002250 TFLOPS
NVIDIA V100125 TFLOPS

Hourly price, from (live)

NVIDIA B300$10.40/hr
NVIDIA V100$0.36/hr

Full specs

The complete spec sheet.

SpecNVIDIA B300NVIDIA V100
ArchitectureBlackwellVolta
Memory288 GB32 GB
Memory typeHBM3eHBM2
Memory bandwidthup to 8.0 TB/s900 GB/s
FP3275 TFLOPS15.7 TFLOPS
FP16 tensor2250 TFLOPS125 TFLOPS
INT8187.5 TOPS125 TOPS
TDPup to 1400 W300 W
Form factorSXMPCIe
NVLinkYesYes
GPUs per node88
Hourly price (live)from $10.40/hrfrom $0.36/hr

Questions

B300 or V100. What buyers ask first.

Other comparisons

More pairs with the B300 or the V100.