Radeon Instinct MI300X vs Pro 580X

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Primary details

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

Place in the ranking285not rated
Place by popularitynot in top-100not in top-100
Power efficiency8.95no data
ArchitectureGCN 4.0 (2016−2020)CDNA 3.0 (2023−2024)
GPU code namePolaris 20Aqua Vanjaram
Market segmentMobile workstationWorkstation
Release date18 March 2019 (5 years ago)6 December 2023 (1 year ago)

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 cores230419456
Core clock speed1100 MHz1000 MHz
Boost clock speed1200 MHz2100 MHz
Number of transistors5,700 million153,000 million
Manufacturing process technology14 nm5 nm
Power consumption (TDP)150 Watt750 Watt
Texture fill rate172.82,554
Floating-point processing power5.53 TFLOPS81.72 TFLOPS
ROPs32no data
TMUs1441216
Tensor Coresno data1216

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 x16PCIe 5.0 x16
Widthno dataOAM Module
Supplementary power connectorsNoneNone

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 typeGDDR5HBM3
Maximum RAM amount8 GB192 GB
Memory bus width256 Bit8192 Bit
Memory clock speed1695 MHz2525 MHz
Memory bandwidth217.0 GB/s5,171 GB/s

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 ConnectorsNo outputsNo outputs

API compatibility

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

DirectX12 (12_0)N/A
Shader Model6.4N/A
OpenGL4.6N/A
OpenCL2.03.0
Vulkan1.2.131N/A

Pros & cons summary


Recency 18 March 2019 6 December 2023
Maximum RAM amount 8 GB 192 GB
Chip lithography 14 nm 5 nm
Power consumption (TDP) 150 Watt 750 Watt

Pro 580X has 400% lower power consumption.

Instinct MI300X, on the other hand, has an age advantage of 4 years, a 2300% higher maximum VRAM amount, and a 180% more advanced lithography process.

We couldn't decide between Radeon Pro 580X and Radeon Instinct MI300X. We've got no test results to judge.

Be aware that Radeon Pro 580X is a mobile workstation card while Radeon Instinct MI300X is a workstation 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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AMD Radeon Pro 580X
Radeon Pro 580X
AMD Radeon Instinct MI300X
Radeon Instinct MI300X

Comparisons with similar GPUs

We selected several comparisons of graphics cards with performance close to those reviewed, providing you with more options to consider.

Community ratings

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


3.4 92 votes

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3.5 59 votes

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Questions & comments

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