RTX 2000 Ada Generation vs Radeon RX Vega 56

Place in the ranking	153	76
Place by popularity	not in top-100	not in top-100
Cost-effectiveness evaluation	23.79	84.16
Power efficiency	11.24	44.60
Architecture	GCN 5.0 (2017−2020)	Ada Lovelace (2022−2024)
GPU code name	Vega 10	AD107
Market segment	Desktop	Workstation
Release date	14 August 2017 (7 years ago)	12 February 2024 (less than a year ago)
Launch price (MSRP)	$399	$649

Cost-effectiveness evaluation

Performance to price ratio. The higher, the better.

RTX 2000 Ada Generation has 254% better value for money than RX Vega 56.

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	3584	2816
Core clock speed	1156 MHz	1620 MHz
Boost clock speed	1471 MHz	2130 MHz
Number of transistors	12,500 million	18,900 million
Manufacturing process technology	14 nm	5 nm
Power consumption (TDP)	210 Watt	70 Watt
Texture fill rate	329.5	187.4
Floating-point processing power	10.54 TFLOPS	12 TFLOPS
ROPs	64	48
TMUs	224	88
Tensor Cores	no data	88
Ray Tracing Cores	no data	22

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	PCIe 4.0 x8
Length	267 mm	168 mm
Width	2-slot	2-slot
Supplementary power connectors	2x 8-pin	None

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	HBM2	GDDR6
Maximum RAM amount	8 GB	16 GB
Memory bus width	2048 Bit	128 Bit
Memory clock speed	800 MHz	2000 MHz
Memory bandwidth	409.6 GB/s	256.0 GB/s
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	1x HDMI, 3x DisplayPort	4x mini-DisplayPort 1.4a
HDMI	+	-

API compatibility

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

DirectX	12 (12_1)	12 Ultimate (12_2)
Shader Model	6.4	6.8
OpenGL	4.6	4.6
OpenCL	2.0	3.0
Vulkan	1.1.125	1.3
CUDA	-	8.9

Synthetic benchmark performance

Non-gaming benchmark results comparison. The combined score is measured on a 0-100 point scale.

Combined synthetic benchmark score

This is our combined benchmark score. We are regularly improving our combining algorithms, but if you find some perceived inconsistencies, feel free to speak up in comments section, we usually fix problems quickly.

RX Vega 56 34.28

RTX 2000 Ada Generation 45.35
+32.3%

Passmark

This is the most ubiquitous GPU benchmark. It gives the graphics card a thorough evaluation under various types of load, providing four separate benchmarks for Direct3D versions 9, 10, 11 and 12 (the last being done in 4K resolution if possible), and few more tests engaging DirectCompute capabilities.

RX Vega 56 13178

RTX 2000 Ada Generation 17435
+32.3%

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	115 −30.4%	150−160 +30.4%
1440p	74 −28.4%	95−100 +28.4%
4K	48 −25%	60−65 +25%

Cost per frame, $

1080p	3.47 +24.7%	4.33 −24.7%
1440p	5.39 +26.7%	6.83 −26.7%
4K	8.31 +30.1%	10.82 −30.1%

RX Vega 56 has 25% lower cost per frame in 1080p
RX Vega 56 has 27% lower cost per frame in 1440p
RX Vega 56 has 30% lower cost per frame in 4K

FPS performance in popular games

Full HD
Low Preset

Counter-Strike 2	65−70 −30.4%	90−95 +30.4%
Cyberpunk 2077	70−75 −31.9%	95−100 +31.9%
Elden Ring	110−120 −27.1%	150−160 +27.1%

Full HD
Medium Preset

Battlefield 5	88 −25%	110−120 +25%
Counter-Strike 2	65−70 −30.4%	90−95 +30.4%
Cyberpunk 2077	70−75 −31.9%	95−100 +31.9%
Forza Horizon 4	160−170 −30.4%	210−220 +30.4%
Metro Exodus	96 −25%	120−130 +25%
Red Dead Redemption 2	65−70 −30.4%	90−95 +30.4%
Valorant	130−140 −31.4%	180−190 +31.4%

Full HD
High Preset

Battlefield 5	156 −28.2%	200−210 +28.2%
Counter-Strike 2	65−70 −30.4%	90−95 +30.4%
Cyberpunk 2077	70−75 −31.9%	95−100 +31.9%
Dota 2	63 −27%	80−85 +27%
Elden Ring	110−120 −27.1%	150−160 +27.1%
Far Cry 5	90−95 −31.9%	120−130 +31.9%
Fortnite	140 −28.6%	180−190 +28.6%
Forza Horizon 4	160−170 −30.4%	210−220 +30.4%
Grand Theft Auto V	94 −27.7%	120−130 +27.7%
Metro Exodus	73 −30.1%	95−100 +30.1%
PLAYERUNKNOWN'S BATTLEGROUNDS	180−190 −32.3%	250−260 +32.3%
Red Dead Redemption 2	65−70 −30.4%	90−95 +30.4%
The Witcher 3: Wild Hunt	110−120 −27.1%	150−160 +27.1%
Valorant	130−140 −31.4%	180−190 +31.4%
World of Tanks	270−280 −25.9%	350−400 +25.9%

Full HD
Ultra Preset

Battlefield 5	80 −25%	100−105 +25%
Counter-Strike 2	65−70 −30.4%	90−95 +30.4%
Cyberpunk 2077	70−75 −31.9%	95−100 +31.9%
Dota 2	110−120 −26.1%	140−150 +26.1%
Far Cry 5	90−95 −31.9%	120−130 +31.9%
Forza Horizon 4	160−170 −30.4%	210−220 +30.4%
PLAYERUNKNOWN'S BATTLEGROUNDS	112 −25%	140−150 +25%
Valorant	130−140 −31.4%	180−190 +31.4%

1440p
High Preset

Dota 2	60−65 −29%	80−85 +29%
Elden Ring	65−70 −26.9%	85−90 +26.9%
Grand Theft Auto V	60−65 −29%	80−85 +29%
PLAYERUNKNOWN'S BATTLEGROUNDS	170−180 −31.4%	230−240 +31.4%
Red Dead Redemption 2	30−35 −21.2%	40−45 +21.2%
World of Tanks	210−220 −27.9%	280−290 +27.9%

1440p
Ultra Preset

Battlefield 5	67 −26.9%	85−90 +26.9%
Counter-Strike 2	30−35 −25%	40−45 +25%
Cyberpunk 2077	30−35 −21.2%	40−45 +21.2%
Far Cry 5	100−110 −28.4%	140−150 +28.4%
Forza Horizon 4	95−100 −25%	120−130 +25%
Metro Exodus	74 −28.4%	95−100 +28.4%
The Witcher 3: Wild Hunt	55−60 −25%	70−75 +25%
Valorant	100−110 −27.5%	130−140 +27.5%

4K
High Preset

Counter-Strike 2	30−35 −17.6%	40−45 +17.6%
Dota 2	50 −30%	65−70 +30%
Elden Ring	30−35 −29%	40−45 +29%
Grand Theft Auto V	50 −30%	65−70 +30%
Metro Exodus	27 −29.6%	35−40 +29.6%
PLAYERUNKNOWN'S BATTLEGROUNDS	100−110 −28.4%	140−150 +28.4%
Red Dead Redemption 2	21−24 −22.7%	27−30 +22.7%
The Witcher 3: Wild Hunt	50 −30%	65−70 +30%

4K
Ultra Preset

Battlefield 5	35 −28.6%	45−50 +28.6%
Counter-Strike 2	30−35 −17.6%	40−45 +17.6%
Cyberpunk 2077	14−16 −28.6%	18−20 +28.6%
Dota 2	65−70 −30.8%	85−90 +30.8%
Far Cry 5	45−50 −22.4%	60−65 +22.4%
Fortnite	45−50 −30.4%	60−65 +30.4%
Forza Horizon 4	55−60 −27.3%	70−75 +27.3%
Valorant	50−55 −25%	65−70 +25%

This is how RX Vega 56 and RTX 2000 Ada Generation compete in popular games:

RTX 2000 Ada Generation is 30% faster in 1080p
RTX 2000 Ada Generation is 28% faster in 1440p
RTX 2000 Ada Generation is 25% faster in 4K

Pros & cons summary

Performance score	34.28	45.35
Recency	14 August 2017	12 February 2024
Maximum RAM amount	8 GB	16 GB
Chip lithography	14 nm	5 nm
Power consumption (TDP)	210 Watt	70 Watt

RTX 2000 Ada Generation has a 32.3% higher aggregate performance score, an age advantage of 6 years, a 100% higher maximum VRAM amount, a 180% more advanced lithography process, and 200% lower power consumption.

The RTX 2000 Ada Generation is our recommended choice as it beats the Radeon RX Vega 56 in performance tests.

Be aware that Radeon RX Vega 56 is a desktop card while RTX 2000 Ada Generation is a workstation one.

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