RTX A4000 vs Radeon Pro Vega II
Aggregate performance score
We've compared Radeon Pro Vega II and RTX A4000, covering specs and all relevant benchmarks.
RTX A4000 outperforms Pro Vega II by a significant 25% based on our aggregate benchmark results.
Primary details
GPU architecture, market segment, value for money and other general parameters compared.
| Place in the ranking | 99 | 56 |
| Place by popularity | not in top-100 | not in top-100 |
| Cost-effectiveness evaluation | 16.39 | no data |
| Power efficiency | 5.89 | 24.90 |
| Architecture | GCN 5.1 (2018−2022) | Ampere (2020−2024) |
| GPU code name | Vega 20 | GA104 |
| Market segment | Workstation | Workstation |
| Release date | 3 June 2019 (5 years ago) | 12 April 2021 (3 years ago) |
| Launch price (MSRP) | $2,199 | 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 | 4096 | 6144 |
| Core clock speed | 1574 MHz | 735 MHz |
| Boost clock speed | 1720 MHz | 1560 MHz |
| Number of transistors | 13,230 million | 17,400 million |
| Manufacturing process technology | 7 nm | 8 nm |
| Power consumption (TDP) | 475 Watt | 140 Watt |
| Texture fill rate | 440.3 | 299.5 |
| Floating-point processing power | 14.09 TFLOPS | 19.17 TFLOPS |
| ROPs | 64 | 96 |
| TMUs | 256 | 192 |
| Tensor Cores | no data | 192 |
| Ray Tracing Cores | no data | 48 |
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 | Apple MPX | PCIe 4.0 x16 |
| Length | no data | 241 mm |
| Width | Quad-slot | 1-slot |
| Supplementary power connectors | None | 1x 6-pin |
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 | 32 GB | 16 GB |
| Memory bus width | 4096 Bit | 256 Bit |
| Memory clock speed | 806 MHz | 1750 MHz |
| Memory bandwidth | 825.3 GB/s | 448.0 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 Connectors | 1x HDMI 2.0b, 4x Thunderbolt | 4x 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 | 6.7 | 6.7 |
| OpenGL | 4.6 | 4.6 |
| OpenCL | 2.1 | 3.0 |
| Vulkan | 1.3 | 1.3 |
| CUDA | - | 8.6 |
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.
Gaming performance
Let's see how good the compared graphics cards are for gaming. Particular gaming benchmark results are measured in FPS.
Pros & cons summary
| Performance score | 40.42 | 50.34 |
| Recency | 3 June 2019 | 12 April 2021 |
| Maximum RAM amount | 32 GB | 16 GB |
| Chip lithography | 7 nm | 8 nm |
| Power consumption (TDP) | 475 Watt | 140 Watt |
Pro Vega II has a 100% higher maximum VRAM amount, and a 14.3% more advanced lithography process.
RTX A4000, on the other hand, has a 24.5% higher aggregate performance score, an age advantage of 1 year, and 239.3% lower power consumption.
The RTX A4000 is our recommended choice as it beats the Radeon Pro Vega II in performance tests.
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.
