Radeon Pro Vega 16 vs VII
Aggregate performance score
We've compared Radeon VII with Radeon Pro Vega 16, including specs and performance data.
VII outperforms Pro Vega 16 by a whopping 246% based on our aggregate benchmark results.
Primary details
GPU architecture, market segment, value for money and other general parameters compared.
| Place in the ranking | 85 | 396 |
| Place by popularity | not in top-100 | not in top-100 |
| Cost-effectiveness evaluation | 25.83 | no data |
| Power efficiency | 10.17 | 11.55 |
| Architecture | GCN 5.1 (2018−2022) | GCN 5.0 (2017−2020) |
| GPU code name | Vega 20 | Vega 12 |
| Market segment | Desktop | Mobile workstation |
| Release date | 7 February 2019 (5 years ago) | 14 November 2018 (6 years ago) |
| Launch price (MSRP) | $699 | no data |
Cost-effectiveness evaluation
Performance to price ratio. The higher, the better.
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 | 3840 | 1024 |
| Core clock speed | 1400 MHz | 815 MHz |
| Boost clock speed | 1750 MHz | 1190 MHz |
| Number of transistors | 13,230 million | no data |
| Manufacturing process technology | 7 nm | 14 nm |
| Power consumption (TDP) | 295 Watt | 75 Watt |
| Texture fill rate | 420.0 | 76.16 |
| Floating-point processing power | 13.44 TFLOPS | 2.437 TFLOPS |
| ROPs | 64 | 32 |
| TMUs | 240 | 64 |
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).
| Laptop size | no data | large |
| Interface | PCIe 3.0 x16 | PCIe 3.0 x16 |
| Length | 280 mm | no data |
| Width | 2-slot | no data |
| Supplementary power connectors | 2x 8-pin | 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 | HBM2 | HBM2 |
| Maximum RAM amount | 16 GB | 4 GB |
| Memory bus width | 4096 Bit | 1024 Bit |
| Memory clock speed | 1000 MHz | 1200 MHz |
| Memory bandwidth | 1024 GB/s | 307.2 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 2.0b, 3x DisplayPort 1.4a | No outputs |
| HDMI | + | - |
API compatibility
List of supported 3D and general-purpose computing APIs, including their specific versions.
| DirectX | 12 (12_1) | 12 (12_1) |
| Shader Model | 6.7 | 6.3 |
| OpenGL | 4.6 | 4.6 |
| OpenCL | 2.1 | 2.0 |
| Vulkan | 1.3 | 1.2.131 |
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.
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.
3DMark 11 Performance GPU
3DMark 11 is an obsolete DirectX 11 benchmark by Futuremark. It used four tests based on two scenes, one being few submarines exploring the submerged wreck of a sunken ship, the other is an abandoned temple deep in the jungle. All the tests are heavy with volumetric lighting and tessellation, and despite being done in 1280x720 resolution, are relatively taxing. Discontinued in January 2020, 3DMark 11 is now superseded by Time Spy.
3DMark Fire Strike Graphics
Fire Strike is a DirectX 11 benchmark for gaming PCs. It features two separate tests displaying a fight between a humanoid and a fiery creature made of lava. Using 1920x1080 resolution, Fire Strike shows off some realistic graphics and is quite taxing on hardware.
3DMark Cloud Gate GPU
Cloud Gate is an outdated DirectX 11 feature level 10 benchmark that was used for home PCs and basic notebooks. It displays a few scenes of some weird space teleportation device launching spaceships into unknown, using fixed resolution of 1280x720. Just like Ice Storm benchmark, it has been discontinued in January 2020 and replaced by 3DMark Night Raid.
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 | 123
+120%
| 56
−120%
|
| 1440p | 77
+267%
| 21−24
−267%
|
| 4K | 57
+50%
| 38
−50%
|
Cost per frame, $
| 1080p | 5.68 | no data |
| 1440p | 9.08 | no data |
| 4K | 12.26 | no data |
FPS performance in popular games
Full HD
Low Preset
| Cyberpunk 2077 | 75−80
+305%
|
18−20
−305%
|
Full HD
Medium Preset
| Assassin's Creed Odyssey | 76
+162%
|
27−30
−162%
|
| Assassin's Creed Valhalla | 99
+395%
|
20−22
−395%
|
| Battlefield 5 | 160
+300%
|
40−45
−300%
|
| Call of Duty: Modern Warfare | 85−90
+248%
|
24−27
−248%
|
| Cyberpunk 2077 | 75−80
+305%
|
18−20
−305%
|
| Far Cry 5 | 116
+300%
|
27−30
−300%
|
| Far Cry New Dawn | 113
+232%
|
30−35
−232%
|
| Forza Horizon 4 | 227
+177%
|
80−85
−177%
|
| Hitman 3 | 81
+252%
|
21−24
−252%
|
| Horizon Zero Dawn | 170−180
+167%
|
65−70
−167%
|
| Metro Exodus | 130−140
+227%
|
40−45
−227%
|
| Red Dead Redemption 2 | 126
+271%
|
30−35
−271%
|
| Shadow of the Tomb Raider | 196
+390%
|
40−45
−390%
|
| Watch Dogs: Legion | 214
+201%
|
70−75
−201%
|
Full HD
High Preset
| Assassin's Creed Odyssey | 157
+441%
|
27−30
−441%
|
| Assassin's Creed Valhalla | 82
+310%
|
20−22
−310%
|
| Battlefield 5 | 150
+275%
|
40−45
−275%
|
| Call of Duty: Modern Warfare | 85−90
+248%
|
24−27
−248%
|
| Cyberpunk 2077 | 75−80
+305%
|
18−20
−305%
|
| Far Cry 5 | 90
+210%
|
27−30
−210%
|
| Far Cry New Dawn | 102
+200%
|
30−35
−200%
|
| Forza Horizon 4 | 227
+177%
|
80−85
−177%
|
| Hitman 3 | 79
+243%
|
21−24
−243%
|
| Horizon Zero Dawn | 170−180
+167%
|
65−70
−167%
|
| Metro Exodus | 130−140
+227%
|
40−45
−227%
|
| Red Dead Redemption 2 | 95−100
+188%
|
30−35
−188%
|
| Shadow of the Tomb Raider | 97
+143%
|
40−45
−143%
|
| The Witcher 3: Wild Hunt | 85−90
+187%
|
30−35
−187%
|
| Watch Dogs: Legion | 211
+197%
|
70−75
−197%
|
Full HD
Ultra Preset
| Assassin's Creed Odyssey | 63
+117%
|
27−30
−117%
|
| Assassin's Creed Valhalla | 72
+260%
|
20−22
−260%
|
| Call of Duty: Modern Warfare | 85−90
+248%
|
24−27
−248%
|
| Cyberpunk 2077 | 75−80
+305%
|
18−20
−305%
|
| Far Cry 5 | 71
+145%
|
27−30
−145%
|
| Forza Horizon 4 | 130
+58.5%
|
80−85
−58.5%
|
| Hitman 3 | 75
+226%
|
21−24
−226%
|
| Horizon Zero Dawn | 95
+43.9%
|
65−70
−43.9%
|
| Shadow of the Tomb Raider | 84
+110%
|
40−45
−110%
|
| The Witcher 3: Wild Hunt | 75
+178%
|
27
−178%
|
| Watch Dogs: Legion | 63
−12.7%
|
70−75
+12.7%
|
Full HD
Epic Preset
| Red Dead Redemption 2 | 119
+250%
|
30−35
−250%
|
1440p
High Preset
| Battlefield 5 | 85−90
+254%
|
24−27
−254%
|
| Far Cry New Dawn | 65−70
+247%
|
18−20
−247%
|
1440p
Ultra Preset
| Assassin's Creed Odyssey | 45−50
+292%
|
12−14
−292%
|
| Assassin's Creed Valhalla | 57
+533%
|
9−10
−533%
|
| Call of Duty: Modern Warfare | 50−55
+292%
|
12−14
−292%
|
| Cyberpunk 2077 | 35−40
+500%
|
6−7
−500%
|
| Far Cry 5 | 50−55
+257%
|
14−16
−257%
|
| Forza Horizon 4 | 230−240
+289%
|
60−65
−289%
|
| Hitman 3 | 66
+340%
|
14−16
−340%
|
| Horizon Zero Dawn | 80
+220%
|
24−27
−220%
|
| Metro Exodus | 83
+315%
|
20−22
−315%
|
| Shadow of the Tomb Raider | 61
+205%
|
20−22
−205%
|
| The Witcher 3: Wild Hunt | 65−70
+400%
|
12−14
−400%
|
| Watch Dogs: Legion | 200
+156%
|
75−80
−156%
|
1440p
Epic Preset
| Red Dead Redemption 2 | 86
+330%
|
20−22
−330%
|
4K
High Preset
| Battlefield 5 | 58
+383%
|
12−14
−383%
|
| Far Cry New Dawn | 46
+411%
|
9−10
−411%
|
| Hitman 3 | 46
+475%
|
8−9
−475%
|
| Horizon Zero Dawn | 190−200
+227%
|
55−60
−227%
|
| Metro Exodus | 55−60
+418%
|
10−12
−418%
|
| The Witcher 3: Wild Hunt | 54
+391%
|
10−12
−391%
|
4K
Ultra Preset
| Assassin's Creed Odyssey | 44
+529%
|
7−8
−529%
|
| Assassin's Creed Valhalla | 35
+483%
|
6−7
−483%
|
| Call of Duty: Modern Warfare | 27−30
+367%
|
6−7
−367%
|
| Cyberpunk 2077 | 16−18
+700%
|
2−3
−700%
|
| Far Cry 5 | 31
+343%
|
7−8
−343%
|
| Forza Horizon 4 | 77
+381%
|
16−18
−381%
|
| Shadow of the Tomb Raider | 33
+200%
|
10−12
−200%
|
| Watch Dogs: Legion | 29
+480%
|
5−6
−480%
|
4K
Epic Preset
| Red Dead Redemption 2 | 43
+291%
|
10−12
−291%
|
This is how Radeon VII and Pro Vega 16 compete in popular games:
- Radeon VII is 120% faster in 1080p
- Radeon VII is 267% faster in 1440p
- Radeon VII is 50% faster in 4K
Here's the range of performance differences observed across popular games:
- in Cyberpunk 2077, with 4K resolution and the Ultra Preset, the Radeon VII is 700% faster.
- in Watch Dogs: Legion, with 1080p resolution and the Ultra Preset, the Pro Vega 16 is 13% faster.
All in all, in popular games:
- Radeon VII is ahead in 71 test (99%)
- Pro Vega 16 is ahead in 1 test (1%)
Pros & cons summary
| Performance score | 43.17 | 12.46 |
| Recency | 7 February 2019 | 14 November 2018 |
| Maximum RAM amount | 16 GB | 4 GB |
| Chip lithography | 7 nm | 14 nm |
| Power consumption (TDP) | 295 Watt | 75 Watt |
Radeon VII has a 246.5% higher aggregate performance score, an age advantage of 2 months, a 300% higher maximum VRAM amount, and a 100% more advanced lithography process.
Pro Vega 16, on the other hand, has 293.3% lower power consumption.
The Radeon VII is our recommended choice as it beats the Radeon Pro Vega 16 in performance tests.
Be aware that Radeon VII is a desktop card while Radeon Pro Vega 16 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.
Comparisons with similar GPUs
We selected several comparisons of graphics cards with performance close to those reviewed, providing you with more options to consider.
