RTX 2000 Embedded Ada Generation vs Tesla T4

Primary details

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

Place in the ranking198not rated
Place by popularitynot in top-100not in top-100
Power efficiency27.50no data
ArchitectureTuring (2018−2022)Ada Lovelace (2022−2024)
GPU code nameTU104AD107
Market segmentWorkstationMobile workstation
Release date13 September 2018 (6 years ago)21 March 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 cores25603072
Core clock speed585 MHz1530 MHz
Boost clock speed1590 MHz2010 MHz
Number of transistors13,600 million18,900 million
Manufacturing process technology12 nm5 nm
Power consumption (TDP)70 Watt50 Watt
Texture fill rate254.4193.0
Floating-point processing power8.141 TFLOPS12.35 TFLOPS
ROPs6448
TMUs16096
Tensor Cores32096
Ray Tracing Cores4024

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
Length168 mmno data
Width1-slotno data
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 typeGDDR6GDDR6
Maximum RAM amount16 GB8 GB
Memory bus width256 Bit128 Bit
Memory clock speed1250 MHz2000 MHz
Memory bandwidth320.0 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 outputsPortable Device Dependent

API compatibility

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

DirectX12 Ultimate (12_1)12 Ultimate (12_2)
Shader Model6.56.8
OpenGL4.64.6
OpenCL1.23.0
Vulkan1.2.1311.3
CUDA7.58.9

Pros & cons summary


Recency 13 September 2018 21 March 2023
Maximum RAM amount 16 GB 8 GB
Chip lithography 12 nm 5 nm
Power consumption (TDP) 70 Watt 50 Watt

Tesla T4 has a 100% higher maximum VRAM amount.

RTX 2000 Embedded Ada Generation, on the other hand, has an age advantage of 4 years, a 140% more advanced lithography process, and 40% lower power consumption.

We couldn't decide between Tesla T4 and RTX 2000 Embedded Ada Generation. We've got no test results to judge.

Be aware that Tesla T4 is a workstation card while RTX 2000 Embedded Ada Generation is a mobile 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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NVIDIA Tesla T4
Tesla T4
NVIDIA RTX 2000 Embedded Ada Generation
RTX 2000 Embedded Ada Generation

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Community ratings

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