Radeon AI PRO R9700 vs RX 580X
Contents
Primary details
GPU architecture, market segment, value for money and other general parameters compared.
| Place in the ranking | 320 | not rated |
| Place by popularity | not in top-100 | not in top-100 |
| Power efficiency | 7.26 | no data |
| Architecture | GCN 4.0 (2016−2020) | RDNA 4.0 (2025) |
| GPU code name | Polaris 20 | Navi 48 |
| Market segment | Desktop | Workstation |
| Release date | 11 April 2018 (7 years ago) | July 2025 |
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 | 2304 | 4096 |
| Core clock speed | 1257 MHz | 1660 MHz |
| Boost clock speed | 1340 MHz | 2920 MHz |
| Number of transistors | 5,700 million | 53,900 million |
| Manufacturing process technology | 14 nm | 4 nm |
| Power consumption (TDP) | 185 Watt | 300 Watt |
| Texture fill rate | 193.0 | 747.5 |
| Floating-point processing power | 6.175 TFLOPS | 47.84 TFLOPS |
| ROPs | 32 | 128 |
| TMUs | 144 | 256 |
| Tensor Cores | no data | 128 |
| Ray Tracing Cores | no data | 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).
| Interface | PCIe 3.0 x16 | PCIe 5.0 x16 |
| Length | 241 mm | 267 mm |
| Width | 2-slot | 2-slot |
| Supplementary power connectors | 1x 8-pin | 1x 16-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 | GDDR5 | GDDR6 |
| Maximum RAM amount | 8 GB | 32 GB |
| Memory bus width | 256 Bit | 256 Bit |
| Memory clock speed | 2000 MHz | 2518 MHz |
| Memory bandwidth | 256.0 GB/s | 644.6 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, 3x DisplayPort | 4x DisplayPort 2.1a |
| HDMI | + | - |
API and SDK compatibility
List of supported 3D and general-purpose computing APIs, including their specific versions.
| DirectX | 12 (12_0) | 12 Ultimate (12_2) |
| Shader Model | 6.4 | 6.8 |
| OpenGL | 4.6 | 4.6 |
| OpenCL | 2.0 | 2.2 |
| Vulkan | 1.2.131 | 1.3 |
| DLSS | - | + |
Pros & cons summary
| Maximum RAM amount | 8 GB | 32 GB |
| Chip lithography | 14 nm | 4 nm |
| Power consumption (TDP) | 185 Watt | 300 Watt |
RX 580X has 62.2% lower power consumption.
AI PRO R9700, on the other hand, has a 300% higher maximum VRAM amount, and a 250% more advanced lithography process.
We couldn't decide between Radeon RX 580X and Radeon AI PRO R9700. We've got no test results to judge.
Be aware that Radeon RX 580X is a desktop card while Radeon AI PRO R9700 is a workstation one.
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