Huawei Atlas 300V vs NVIDIA Quadro RTX 4000 8GB

The Quadro RTX 4000 delivers 14% more FP16 throughput than the Atlas 300V (57 vs 50 TFLOPS dense). The Atlas 300V counters with 16 GB more memory (24 GB vs 8 GB).

Atlas 300V: Da Vinci, 2022 Quadro RTX 4000: Turing, 2018

FP16 dense lead

+14%

Quadro RTX 4000: 57 vs 50 TFLOPS

Memory

24 vs 8 GB

16 GB more for the Atlas 300V

Bandwidth

205 GB/s vs 416 GB/s

Quadro RTX 4000 moves data faster

TDP

72 W vs 160 W

Atlas 300V draws 88 W less

See rental pricing from $0.14/hr Download comparison sheet Printable version →

Huawei Atlas 300V

Full specs →

What is the Huawei Atlas 300V?

The Atlas 300V is an NPU from Huawei on the Da Vinci architecture, an accelerator built for AI inference. It is a PCIe add-in card, so it fits standard servers and workstations. Atlas 300V full specifications →

Can I rent the Atlas 300V in the cloud?

Flopper is not tracking any live rental listings for the Atlas 300V yet. The provider directory lists the clouds that rent comparable accelerators on demand. GPU cloud providers →

How does the Atlas 300V compare with other accelerators?

This page sets the Atlas 300V against the Quadro RTX 4000. The Atlas 300V is the newer generation of the two. This is a cross-vendor matchup, Huawei against NVIDIA, and both ship as a PCIe card, so they fit the same class of system. The compare tool builds the same comparison for any two parts in the catalogue. All GPU comparisons →

Where do the Atlas 300V figures come from?

Every Atlas 300V figure on this page traces to Huawei's own datasheet or specification table. How Flopper verifies specifications →

NVIDIA Quadro RTX 4000 8GB

Leads on FP16 Full specs →

What is the NVIDIA Quadro RTX 4000?

The Quadro RTX 4000 is a GPU from NVIDIA on the Turing architecture, an accelerator for AI training, inference and high-performance computing. It is a PCIe add-in card, so it fits standard servers and workstations. Quadro RTX 4000 full specifications →

Can I rent the Quadro RTX 4000 in the cloud?

Yes. Cloud providers tracked by Flopper rent the Quadro RTX 4000 by the hour, and the pricing page compares their current rates and the price history side by side. Quadro RTX 4000 rental prices →

How does the Quadro RTX 4000 compare with other accelerators?

This page sets the Quadro RTX 4000 against the Atlas 300V. The Quadro RTX 4000 is the older generation of the two. This is a cross-vendor matchup, NVIDIA against Huawei, and both ship as a PCIe card, so they fit the same class of system. The compare tool builds the same comparison for any two parts in the catalogue. All GPU comparisons →

Where do the Quadro RTX 4000 figures come from?

Every Quadro RTX 4000 figure on this page traces to NVIDIA's own datasheet or specification table. How Flopper verifies specifications →

Specifications

Atlas 300V

Quadro RTX 4000

Architecture

Da VinciTuring

Launch Year

20222018

Form Factor

PCIePCIe

Memory

24 GB8 GB

Memory Bandwidth

205 GB/s416 GB/s

TDP

72 W160 W

Process Node

—12nm

Spec

Atlas 300V

Quadro RTX 4000

Architecture Da VinciTuring

Launch Year 20222018

Form Factor PCIePCIe

Memory 24 GB8 GB

Memory Bandwidth 205 GB/s416 GB/s

TDP 72 W160 W

Process Node —12nm

Performance (TFLOPS)

Atlas 300V

Quadro RTX 4000

0.2 TFLOPS

7.1 TFLOPS

50 TFLOPS 57 TFLOPS

FP6

100 TOPS

Precision

Atlas 300V

Quadro RTX 4000

0.2 TFLOPS

7.1 TFLOPS

50 TFLOPS 57 TFLOPS

FP6

100 TOPS

Figures are dense. Where a vendor publishes a figure it sits under the dense one and never decides a winner. Hover any precision for its definition, or read the GPU glossary.

FLOPS by Precision

What actually differs

The Atlas 300V is the newer part: Da Vinci (2022) against the Quadro RTX 4000's Turing (2018).

The Atlas 300V carries 16 GB more memory (24 GB against 8 GB), so larger models fit on one GPU before you shard. Bandwidth is 205 GB/s against 416 GB/s, which sets the ceiling on decode speed.

Power is 72 W against 160 W, and at FP32 the Quadro RTX 4000 does more work per watt. Weight the FP8 and FP16 rows for LLM work and the FP64 row for HPC.

New to the terms? The glossary explains FP64, FP32, FP16, INT8, Sparsity and TFLOPS. For how the generations relate, see NVIDIA architectures explained.

Frequently asked questions

Is the Atlas 300V faster than the Quadro RTX 4000?

At FP16 precision the Quadro RTX 4000 reaches 57 TFLOPS dense against 50 TFLOPS for the Atlas 300V. The performance table on this page lists every published precision for both GPUs.

Which should you choose, the Atlas 300V or the Quadro RTX 4000?

Choose the Quadro RTX 4000 for training and high-throughput inference: it has 14% more FP16 throughput than the Atlas 300V. Choose the Atlas 300V when the model has to fit on one GPU: it carries 16 GB more memory. The Quadro RTX 4000 draws 88 W more power, so budget for cooling and power delivery before you commit.

Which has more memory, the Atlas 300V or the Quadro RTX 4000?

The Atlas 300V carries 24 GB of memory versus 8 GB for the Quadro RTX 4000. Memory bandwidth is 205 GB/s for the Atlas 300V and 416 GB/s for the Quadro RTX 4000.

How much power do the Atlas 300V and the Quadro RTX 4000 draw?

The Atlas 300V is rated at 72 W TDP and the Quadro RTX 4000 at 160 W. On FP32 throughput per watt, the Quadro RTX 4000 is the more efficient part.

How much do the Atlas 300V and the Quadro RTX 4000 cost to rent?

Live cloud listings tracked by Flopper price no live listings yet for the Atlas 300V, and the Quadro RTX 4000 from $0.14 per GPU-hour across 1 provider. The rental section on this page links to every provider, rate and the price history for each GPU.

Where to Rent

Huawei Atlas 300V

No live rental listings tracked for the Atlas 300V yet.

Browse GPU cloud providers

NVIDIA Quadro RTX 4000 8GB

Rent from

$0.14 / GPU-hr

Lowest of 1 live listing across 1 provider

See all Quadro RTX 4000 rental prices →

Price history and every provider on the pricing page. Some links are affiliate links.

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Open in Full Compare Tool → Atlas 300V full specs Quadro RTX 4000 full specs Estimate cluster cost in the calculator →

Huawei Atlas 300V vs NVIDIA Quadro RTX 4000 8GB

Huawei Atlas 300V

What is the Huawei Atlas 300V?

Can I rent the Atlas 300V in the cloud?

How does the Atlas 300V compare with other accelerators?

Where do the Atlas 300V figures come from?

NVIDIA Quadro RTX 4000 8GB

What is the NVIDIA Quadro RTX 4000?

Can I rent the Quadro RTX 4000 in the cloud?

How does the Quadro RTX 4000 compare with other accelerators?

Where do the Quadro RTX 4000 figures come from?

Specifications

Performance (TFLOPS)

FLOPS by Precision

What actually differs

Frequently asked questions

Is the Atlas 300V faster than the Quadro RTX 4000?

Which should you choose, the Atlas 300V or the Quadro RTX 4000?

Which has more memory, the Atlas 300V or the Quadro RTX 4000?

How much power do the Atlas 300V and the Quadro RTX 4000 draw?

How much do the Atlas 300V and the Quadro RTX 4000 cost to rent?

Where to Rent

Huawei Atlas 300V

NVIDIA Quadro RTX 4000 8GB

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