Radeon RX Vega 8 (Ryzen 4000/5000) vs Tesla T4

Place in the ranking	200	481
Place by popularity	not in top-100	34
Power efficiency	27.30	41.36
Architecture	Turing (2018−2022)	Vega (2017−2020)
GPU code name	TU104	Vega
Market segment	Workstation	Laptop
Release date	13 September 2018 (6 years ago)	7 January 2020 (4 years 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 cores	2560	512
Core clock speed	585 MHz	no data
Boost clock speed	1590 MHz	2100 MHz
Number of transistors	13,600 million	no data
Manufacturing process technology	12 nm	7 nm
Power consumption (TDP)	70 Watt	15 Watt
Texture fill rate	254.4	no data
Floating-point processing power	8.141 TFLOPS	no data
ROPs	64	no data
TMUs	160	no data
Tensor Cores	320	no data
Ray Tracing Cores	40	no data

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).

Interface	PCIe 3.0 x16	no data
Length	168 mm	no data
Width	1-slot	no data
Supplementary power connectors	None	no data

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 type	GDDR6	no data
Maximum RAM amount	16 GB	no data
Memory bus width	256 Bit	no data
Memory clock speed	1250 MHz	no data
Memory bandwidth	320.0 GB/s	no data
Shared memory	-	-

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 Connectors

No outputs

no data

API compatibility

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

DirectX	12 Ultimate (12_1)	12_1
Shader Model	6.5	no data
OpenGL	4.6	no data
OpenCL	1.2	no data
Vulkan	1.2.131	-
CUDA	7.5	-

Gaming performance

Let's see how good the compared graphics cards are for gaming. Particular gaming benchmark results are measured in FPS.

Average FPS across all PC games

Here are the average frames per second in a large set of popular games across different resolutions:

Full HD	65−70 +195%	22 −195%
1440p	45−50 +181%	16 −181%
4K	27−30 +200%	9 −200%

FPS performance in popular games

Full HD
Low Preset

Cyberpunk 2077

+0%

Full HD
Medium Preset

Assassin's Creed Odyssey	21−24 +0%	21−24 +0%
Assassin's Creed Valhalla	20 +0%	20 +0%
Battlefield 5	27−30 +0%	27−30 +0%
Call of Duty: Modern Warfare	18−20 +0%	18−20 +0%
Cyberpunk 2077	14 +0%	14 +0%
Far Cry 5	21−24 +0%	21−24 +0%
Far Cry New Dawn	24−27 +0%	24−27 +0%
Forza Horizon 4	60−65 +0%	60−65 +0%
Hitman 3	15 +0%	15 +0%
Horizon Zero Dawn	50−55 +0%	50−55 +0%
Metro Exodus	35 +0%	35 +0%
Red Dead Redemption 2	33 +0%	33 +0%
Shadow of the Tomb Raider	36 +0%	36 +0%
Watch Dogs: Legion	60−65 +0%	60−65 +0%

Full HD
High Preset

Assassin's Creed Odyssey	21−24 +0%	21−24 +0%
Assassin's Creed Valhalla	16 +0%	16 +0%
Battlefield 5	27−30 +0%	27−30 +0%
Call of Duty: Modern Warfare	18−20 +0%	18−20 +0%
Cyberpunk 2077	10 +0%	10 +0%
Far Cry 5	21−24 +0%	21−24 +0%
Far Cry New Dawn	24−27 +0%	24−27 +0%
Forza Horizon 4	60−65 +0%	60−65 +0%
Hitman 3	15 +0%	15 +0%
Horizon Zero Dawn	50−55 +0%	50−55 +0%
Metro Exodus	25 +0%	25 +0%
Red Dead Redemption 2	24−27 +0%	24−27 +0%
Shadow of the Tomb Raider	27 +0%	27 +0%
The Witcher 3: Wild Hunt	24−27 +0%	24−27 +0%
Watch Dogs: Legion	60−65 +0%	60−65 +0%

Full HD
Ultra Preset

Assassin's Creed Odyssey	21−24 +0%	21−24 +0%
Assassin's Creed Valhalla	14 +0%	14 +0%
Call of Duty: Modern Warfare	18−20 +0%	18−20 +0%
Cyberpunk 2077	9 +0%	9 +0%
Far Cry 5	21−24 +0%	21−24 +0%
Forza Horizon 4	60−65 +0%	60−65 +0%
Hitman 3	14 +0%	14 +0%
Horizon Zero Dawn	24 +0%	24 +0%
Shadow of the Tomb Raider	23 +0%	23 +0%
The Witcher 3: Wild Hunt	14 +0%	14 +0%
Watch Dogs: Legion	12 +0%	12 +0%

Full HD
Epic Preset

Red Dead Redemption 2

+0%

1440p
High Preset

Battlefield 5	18−20 +0%	18−20 +0%
Far Cry New Dawn	14−16 +0%	14−16 +0%

1440p
Ultra Preset

Assassin's Creed Odyssey	9−10 +0%	9−10 +0%
Assassin's Creed Valhalla	11 +0%	11 +0%
Call of Duty: Modern Warfare	9−10 +0%	9−10 +0%
Cyberpunk 2077	5 +0%	5 +0%
Far Cry 5	10−11 +0%	10−11 +0%
Forza Horizon 4	35−40 +0%	35−40 +0%
Hitman 3	10 +0%	10 +0%
Horizon Zero Dawn	20 +0%	20 +0%
Metro Exodus	17 +0%	17 +0%
Shadow of the Tomb Raider	16 +0%	16 +0%
The Witcher 3: Wild Hunt	8−9 +0%	8−9 +0%
Watch Dogs: Legion	59 +0%	59 +0%

1440p
Epic Preset

Red Dead Redemption 2

+0%

4K
High Preset

Battlefield 5	8−9 +0%	8−9 +0%
Far Cry New Dawn	6−7 +0%	6−7 +0%
Hitman 3	5−6 +0%	5−6 +0%
Horizon Zero Dawn	35−40 +0%	35−40 +0%
Metro Exodus	7−8 +0%	7−8 +0%
The Witcher 3: Wild Hunt	6−7 +0%	6−7 +0%

4K
Ultra Preset

Assassin's Creed Odyssey	5−6 +0%	5−6 +0%
Assassin's Creed Valhalla	4−5 +0%	4−5 +0%
Call of Duty: Modern Warfare	4−5 +0%	4−5 +0%
Cyberpunk 2077	1−2 +0%	1−2 +0%
Far Cry 5	5−6 +0%	5−6 +0%
Forza Horizon 4	10−12 +0%	10−12 +0%
Shadow of the Tomb Raider	9 +0%	9 +0%
Watch Dogs: Legion	3−4 +0%	3−4 +0%

4K
Epic Preset

Red Dead Redemption 2

9−10

+0%

9−10

+0%

This is how Tesla T4 and RX Vega 8 (Ryzen 4000/5000) compete in popular games:

Tesla T4 is 195% faster in 1080p
Tesla T4 is 181% faster in 1440p
Tesla T4 is 200% faster in 4K

All in all, in popular games:

there's a draw in 72 tests (100%)

Pros & cons summary

Performance score	27.88	9.05
Recency	13 September 2018	7 January 2020
Chip lithography	12 nm	7 nm
Power consumption (TDP)	70 Watt	15 Watt

Tesla T4 has a 208.1% higher aggregate performance score.

RX Vega 8 (Ryzen 4000/5000), on the other hand, has an age advantage of 1 year, a 71.4% more advanced lithography process, and 366.7% lower power consumption.

The Tesla T4 is our recommended choice as it beats the Radeon RX Vega 8 (Ryzen 4000/5000) in performance tests.

Be aware that Tesla T4 is a workstation card while Radeon RX Vega 8 (Ryzen 4000/5000) is a notebook one.

Should you still have questions concerning choice between the reviewed GPUs, ask them in Comments section, and we shall answer.