RTX A2000 vs Radeon Instinct MI8

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Primary details

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

Place in the rankingnot rated139
Place by popularitynot in top-100not in top-100
Cost-effectiveness evaluationno data85.99
Power efficiencyno data34.81
ArchitectureGCN 3.0 (2014−2019)Ampere (2020−2024)
GPU code nameFijiGA106
Market segmentWorkstationWorkstation
Release date12 December 2016 (8 years ago)10 August 2021 (3 years ago)
Launch price (MSRP)no data$449

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 cores40963328
Core clock speed1000 MHz562 MHz
Boost clock speedno data1200 MHz
Number of transistors8,900 million12,000 million
Manufacturing process technology28 nm8 nm
Power consumption (TDP)175 Watt70 Watt
Texture fill rate256.0124.8
Floating-point processing power8.192 TFLOPS7.987 TFLOPS
ROPs6448
TMUs256104
Tensor Coresno data104
Ray Tracing Coresno data26

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 4.0 x16
Length152 mm167 mm
Width2-slot2-slot
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 typeHBMGDDR6
Maximum RAM amount4 GB6 GB
Memory bus width4096 Bit192 Bit
Memory clock speed500 MHz1500 MHz
Memory bandwidth512.0 GB/s288.0 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 outputs4x mini-DisplayPort 1.4a

API compatibility

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

DirectX12 (12_0)12 Ultimate (12_2)
Shader Model6.36.8
OpenGL4.64.6
OpenCL2.03.0
Vulkan1.2.1311.3
CUDA-8.6

Pros & cons summary


Recency 12 December 2016 10 August 2021
Maximum RAM amount 4 GB 6 GB
Chip lithography 28 nm 8 nm
Power consumption (TDP) 175 Watt 70 Watt

RTX A2000 has an age advantage of 4 years, a 50% higher maximum VRAM amount, a 250% more advanced lithography process, and 150% lower power consumption.

We couldn't decide between Radeon Instinct MI8 and RTX A2000. We've got no test results to judge.


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 Instinct MI8
Radeon Instinct MI8
NVIDIA RTX A2000
RTX A2000

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Community ratings

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4.5 2 votes

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Questions & comments

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