Radeon AI PRO R9700 vs RX 580 2048SP
Aggregate performance score
We've compared Radeon RX 580 2048SP with Radeon AI PRO R9700, including specs and performance data.
AI PRO R9700 outperforms RX 580 2048SP by a whopping 290% based on our aggregate benchmark results.
Contents
Primary details
GPU architecture, market segment, value for money and other general parameters compared.
| Place in the ranking | 323 | 16 |
| Place by popularity | 45 | not in top-100 |
| Power efficiency | 9.29 | 18.11 |
| Architecture | GCN 4.0 (2016−2020) | RDNA 4.0 (2025) |
| GPU code name | Polaris 20 | Navi 48 |
| Market segment | Desktop | Workstation |
| Release date | 15 October 2018 (6 years ago) | 23 July 2025 (less than a year 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 | 2048 | 4096 |
| Core clock speed | 1168 MHz | 1660 MHz |
| Boost clock speed | 1284 MHz | 2920 MHz |
| Number of transistors | 5,700 million | 53,900 million |
| Manufacturing process technology | 14 nm | 4 nm |
| Power consumption (TDP) | 150 Watt | 300 Watt |
| Texture fill rate | 164.4 | 747.5 |
| Floating-point processing power | 5.259 TFLOPS | 47.84 TFLOPS |
| ROPs | 32 | 128 |
| TMUs | 128 | 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 | 1750 MHz | 2518 MHz |
| Memory bandwidth | 224.0 GB/s | 644.6 GB/s |
| Resizable BAR | - | + |
Connectivity and outputs
This section shows the types and number of video connectors on each GPU. The data applies specifically to desktop reference models (for example, NVIDIA’s Founders Edition). OEM partners often modify both the number and types of ports. On notebook GPUs, video‐output options are determined by the laptop’s design rather than the graphics chip itself.
| Display Connectors | 1x DVI, 1x HDMI, 3x DisplayPort | 1x HDMI 2.1b, 3x 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 | - | + |
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.
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 | 18.26 | 71.19 |
| Recency | 15 October 2018 | 23 July 2025 |
| Maximum RAM amount | 8 GB | 32 GB |
| Chip lithography | 14 nm | 4 nm |
| Power consumption (TDP) | 150 Watt | 300 Watt |
RX 580 2048SP has 100% lower power consumption.
AI PRO R9700, on the other hand, has a 289.9% higher aggregate performance score, an age advantage of 6 years, a 300% higher maximum VRAM amount, and a 250% more advanced lithography process.
The Radeon AI PRO R9700 is our recommended choice as it beats the Radeon RX 580 2048SP in performance tests.
Be aware that Radeon RX 580 2048SP is a desktop graphics card while Radeon AI PRO R9700 is a workstation one.
Other comparisons
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