RTX 2000 Ada Generation vs Radeon Instinct MI250X

Primary details

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

Place in the rankingnot rated72
Place by popularitynot in top-100not in top-100
Cost-effectiveness evaluationno data81.29
Power efficiencyno data45.42
ArchitectureCDNA 2.0 (2021)Ada Lovelace (2022−2024)
GPU code nameAldebaranAD107
Market segmentWorkstationWorkstation
Release date8 November 2021 (3 years ago)12 February 2024 (less than a year ago)
Launch price (MSRP)no data$649

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 cores140802816
Core clock speed1000 MHz1620 MHz
Boost clock speed1700 MHz2130 MHz
Number of transistors58,200 million18,900 million
Manufacturing process technology6 nm5 nm
Power consumption (TDP)500 Watt70 Watt
Texture fill rate1,496187.4
Floating-point processing power47.87 TFLOPS12 TFLOPS
ROPsno data48
TMUs88088
Tensor Coresno data88
Ray Tracing Coresno data22

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 4.0 x16PCIe 4.0 x8
Length267 mm168 mm
Width2-slot2-slot
Supplementary power connectors2x 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 typeHBM2eGDDR6
Maximum RAM amount128 GB16 GB
Memory bus width8192 Bit128 Bit
Memory clock speed1600 MHz2000 MHz
Memory bandwidth3,277 GB/s256.0 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.

DirectXN/A12 Ultimate (12_2)
Shader ModelN/A6.8
OpenGLN/A4.6
OpenCL3.03.0
VulkanN/A1.3
CUDA-8.9

Pros & cons summary


Recency 8 November 2021 12 February 2024
Maximum RAM amount 128 GB 16 GB
Chip lithography 6 nm 5 nm
Power consumption (TDP) 500 Watt 70 Watt

Instinct MI250X has a 700% higher maximum VRAM amount.

RTX 2000 Ada Generation, on the other hand, has an age advantage of 2 years, a 20% more advanced lithography process, and 614.3% lower power consumption.

We couldn't decide between Radeon Instinct MI250X and RTX 2000 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.

Vote for your favorite

Do you think we are right or mistaken in our choice? Vote by clicking "Like" button near your favorite graphics card.


AMD Radeon Instinct MI250X
Radeon Instinct MI250X
NVIDIA RTX 2000 Ada Generation
RTX 2000 Ada Generation

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.


3.5 123 votes

Rate Radeon Instinct MI250X on a scale of 1 to 5:

  • 1
  • 2
  • 3
  • 4
  • 5
3 24 votes

Rate RTX 2000 Ada Generation on a scale of 1 to 5:

  • 1
  • 2
  • 3
  • 4
  • 5

Questions & comments

Here you can ask a question about this comparison, agree or disagree with our judgements, or report an error or mismatch.