Radeon RX 580G vs Tesla V100 PCIe
Primary details
GPU architecture, market segment, value for money and other general parameters compared.
| Place in the ranking | not rated | not rated |
| Place by popularity | not in top-100 | not in top-100 |
| Architecture | Volta (2017−2020) | GCN 4.0 (2016−2020) |
| GPU code name | GV100 | Polaris 20 |
| Market segment | Workstation | Desktop |
| Release date | 21 June 2017 (7 years ago) | 15 October 2018 (6 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 | 5120 | 2304 |
| Core clock speed | 1246 MHz | 1257 MHz |
| Boost clock speed | 1380 MHz | 1330 MHz |
| Number of transistors | 21,100 million | 5,700 million |
| Manufacturing process technology | 12 nm | 14 nm |
| Power consumption (TDP) | 250 Watt | 185 Watt |
| Texture fill rate | 441.6 | 191.5 |
| Floating-point processing power | no data | 6.129 TFLOPS |
| ROPs | 128 | 32 |
| TMUs | 320 | 144 |
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 3.0 x16 |
| Length | no data | 241 mm |
| Width | 2-slot | 2-slot |
| Supplementary power connectors | 2x 8-pin | 1x 8-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 | GDDR5 |
| Maximum RAM amount | 16 GB | 8 GB |
| Memory bus width | 4096 Bit | 256 Bit |
| Memory clock speed | 1758 MHz | 2000 MHz |
| Memory bandwidth | 900.1 GB/s | 256.0 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 | No outputs | 1x HDMI, 3x DisplayPort |
| HDMI | - | + |
API compatibility
List of supported 3D and general-purpose computing APIs, including their specific versions.
| DirectX | 12.0 | 12 (12_0) |
| Shader Model | 5.0 | 6.4 |
| OpenGL | 4.6 | 4.6 |
| OpenCL | 2.0 | 2.0 |
| Vulkan | - | 1.2.131 |
| CUDA | 7.0 | - |
Pros & cons summary
| Recency | 21 June 2017 | 15 October 2018 |
| Maximum RAM amount | 16 GB | 8 GB |
| Chip lithography | 12 nm | 14 nm |
| Power consumption (TDP) | 250 Watt | 185 Watt |
Tesla V100 PCIe has a 100% higher maximum VRAM amount, and a 16.7% more advanced lithography process.
RX 580G, on the other hand, has an age advantage of 1 year, and 35.1% lower power consumption.
We couldn't decide between Tesla V100 PCIe and Radeon RX 580G. We've got no test results to judge.
Be aware that Tesla V100 PCIe is a workstation graphics card while Radeon RX 580G is a desktop 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.
