Radeon Vega 8 Embedded vs Quadro RTX 4000

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Primary details

GPU architecture, market segment, value for money and other general parameters compared.

Place in the ranking109not rated
Place by popularitynot in top-100not in top-100
Cost-effectiveness evaluation36.25no data
Power efficiency17.01no data
ArchitectureTuring (2018−2022)GCN 5.0 (2017−2020)
GPU code nameTU104Raven
Market segmentWorkstationDesktop
Release date13 November 2018 (6 years ago)19 April 2018 (6 years ago)
Launch price (MSRP)$899 no data

Cost-effectiveness evaluation

Performance to price ratio. The higher, the better.

no data

Detailed specifications

General parameters such as number of shaders, GPU core base clock and boost clock speeds, manufacturing process, texturing and calculation speed. Note that power consumption of some graphics cards can well exceed their nominal TDP, especially when overclocked.

Pipelines / CUDA cores2304512
Core clock speed1005 MHz300 MHz
Boost clock speed1545 MHz1101 MHz
Number of transistors13,600 million4,940 million
Manufacturing process technology12 nm14 nm
Power consumption (TDP)160 Watt35 Watt
Texture fill rate222.535.23
Floating-point processing power7.119 TFLOPS1.127 TFLOPS
ROPs648
TMUs14432
Tensor Cores288no data
Ray Tracing Cores36no data

Form factor & compatibility

Information on compatibility with other computer components. Useful when choosing a future computer configuration or upgrading an existing one. For desktop graphics cards it's interface and bus (motherboard compatibility), additional power connectors (power supply compatibility).

InterfacePCIe 3.0 x16IGP
Length241 mmno data
Width1-slotIGP
Supplementary power connectors1x 8-pinNone

VRAM capacity and type

Parameters of VRAM installed: its type, size, bus, clock and resulting bandwidth. Integrated GPUs have no dedicated video RAM and use a shared part of system RAM.

Memory typeGDDR6System Shared
Maximum RAM amount8 GBSystem Shared
Memory bus width256 BitSystem Shared
Memory clock speed1625 MHzSystem Shared
Memory bandwidth416.0 GB/sno data

Connectivity and outputs

Types and number of video connectors present on the reviewed GPUs. As a rule, data in this section is precise only for desktop reference ones (so-called Founders Edition for NVIDIA chips). OEM manufacturers may change the number and type of output ports, while for notebook cards availability of certain video outputs ports depends on the laptop model rather than on the card itself.

Display Connectors3x DisplayPort, 1x USB Type-CNo outputs

API compatibility

List of supported 3D and general-purpose computing APIs, including their specific versions.

DirectX12 Ultimate (12_1)12 (12_1)
Shader Model6.56.4
OpenGL4.64.6
OpenCL1.22.0
Vulkan1.2.1311.2.131
CUDA7.5-

Pros & cons summary


Recency 13 November 2018 19 April 2018
Chip lithography 12 nm 14 nm
Power consumption (TDP) 160 Watt 35 Watt

RTX 4000 has an age advantage of 6 months, and a 16.7% more advanced lithography process.

Vega 8 Embedded, on the other hand, has 357.1% lower power consumption.

We couldn't decide between Quadro RTX 4000 and Radeon Vega 8 Embedded. We've got no test results to judge.

Be aware that Quadro RTX 4000 is a workstation graphics card while Radeon Vega 8 Embedded is a desktop one.


Should you still have questions concerning choice between the reviewed GPUs, ask them in Comments section, and we shall answer.

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NVIDIA Quadro RTX 4000
Quadro RTX 4000
AMD Radeon Vega 8 Embedded
Radeon Vega 8 Embedded

Comparisons with similar GPUs

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Community ratings

Here you can see the user ratings of the compared graphics cards, as well as rate them yourself.


3.5 483 votes

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3.1 117 votes

Rate Radeon Vega 8 Embedded on a scale of 1 to 5:

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Questions & comments

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