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GPU comparison

B300 vs RTX 4070 Ti.

The B300 is ahead on memory (288 GB vs 12 GB) and speed (28.1x the FP16 throughput and up to 15.9x the memory bandwidth). The RTX 4070 Ti makes sense when your model fits in 12 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

    RTX 4070 Ti: 7 GPUs, more than one 2x node

    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

    RTX 4070 Ti: 2 GPUs (24 GB)

    B300. Fits on one GPU.

  • Fine-tune a 70B model with QLoRA

    About 46 GB with 4-bit weights

    B300: 1 GPU, 242 GB spare

    RTX 4070 Ti: 4 GPUs, more than one 2x node

    B300. Fits on one GPU.

  • Train on a full node

    FP16 tensor throughput per node

    B300: 8x, 18,000 TFLOPS, NVLink

    RTX 4070 Ti: 2x, 160 TFLOPS

    B300. 8 GPUs per node, not 2.

  • Throughput per watt

    FP16 TFLOPS per 100 W of TDP

    B300: Varies by card

    RTX 4070 Ti: 28 TFLOPS per 100 W

    Either. Varies by card.

Compare another pair

vs

Blackwell

NVIDIA B300

from$11.05/hr
Available now · 1 region
Memory
288 GB HBM3e
FP16 tensor
2250 TFLOPS
Bandwidth
up to 8.0 TB/s
Full pricing details

Ada Lovelace

NVIDIA RTX 4070 Ti

Not in stock right now
Memory
12 GB GDDR6X
FP16 tensor
80.2 TFLOPS
Bandwidth
504 GB/s
Full pricing details

At a glance

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

Memory

NVIDIA B300288 GB
NVIDIA RTX 4070 Ti12 GB

Memory bandwidth

NVIDIA B300up to 8.0 TB/s
NVIDIA RTX 4070 Ti504 GB/s

FP16 tensor

NVIDIA B3002250 TFLOPS
NVIDIA RTX 4070 Ti80.2 TFLOPS

FP32

NVIDIA B30075 TFLOPS
NVIDIA RTX 4070 Ti40.1 TFLOPS

Full specs

The complete spec sheet.

SpecNVIDIA B300NVIDIA RTX 4070 Ti
ArchitectureBlackwellAda Lovelace
Memory288 GB12 GB
Memory typeHBM3eGDDR6X
Memory bandwidthup to 8.0 TB/s504 GB/s
FP3275 TFLOPS40.1 TFLOPS
FP16 tensor2250 TFLOPS80.2 TFLOPS
INT8187.5 TOPS321 TOPS
TDPup to 1400 W285 W
Form factorSXMConsumer
NVLinkYesNo
GPUs per node82
Hourly price (live)from $11.05/hrNot in stock right now

Questions

B300 or RTX 4070 Ti. What buyers ask first.

Other comparisons

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