RTX 4000 Ada Generation vs Radeon Pro V320

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Primary details

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

Place in the rankingnot rated27
Place by popularitynot in top-100not in top-100
ArchitectureGCN 5.0 (2017−2020)Ada Lovelace (2022−2024)
GPU code nameVega 10AD104
Market segmentWorkstationWorkstation
Release date29 June 2017 (7 years ago)9 August 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 cores35846144
Core clock speed852 MHz1500 MHz
Boost clock speed1500 MHz2175 MHz
Number of transistors12,500 million35,800 million
Manufacturing process technology14 nm5 nm
Power consumption (TDP)230 Watt130 Watt
Texture fill rate336.0417.6
Floating-point processing power10.75 TFLOPS26.73 TFLOPS
ROPs6480
TMUs224192
Tensor Coresno data192
Ray Tracing Coresno data48

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
Length267 mm245 mm
Width2-slot1-slot
Supplementary power connectors2x 8-pin1x 16-pin

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 typeHBM2GDDR6
Maximum RAM amount8 GB20 GB
Memory bus width2048 Bit160 Bit
Memory clock speed945 MHz2250 MHz
Memory bandwidth483.8 GB/s360.0 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 Connectors4x mini-DisplayPort 1.4a4x mini-DisplayPort 1.4a

API compatibility

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

DirectX12 (12_1)12 Ultimate (12_2)
Shader Model6.76.7
OpenGL4.64.6
OpenCL2.13.0
Vulkan1.31.3
CUDA-8.9

Pros & cons summary


Recency 29 June 2017 9 August 2023
Maximum RAM amount 8 GB 20 GB
Chip lithography 14 nm 5 nm
Power consumption (TDP) 230 Watt 130 Watt

RTX 4000 Ada Generation has an age advantage of 6 years, a 150% higher maximum VRAM amount, a 180% more advanced lithography process, and 76.9% lower power consumption.

We couldn't decide between Radeon Pro V320 and RTX 4000 Ada Generation. 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 Pro V320
Radeon Pro V320
NVIDIA RTX 4000 Ada Generation
RTX 4000 Ada Generation

Comparisons with similar GPUs

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Community ratings

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3.8 6 votes

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4 36 votes

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Questions & comments

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