Radeon AI PRO R9700 vs Pro Vega 56
Aggregate performance score
We've compared Radeon Pro Vega 56 with Radeon AI PRO R9700, including specs and performance data.
AI PRO R9700 outperforms Pro Vega 56 by a whopping 140% 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 | 213 | 17 |
| Place by popularity | not in top-100 | not in top-100 |
| Cost-effectiveness evaluation | 16.21 | no data |
| Power efficiency | 10.69 | 17.99 |
| Architecture | GCN 5.0 (2017−2020) | RDNA 4.0 (2025) |
| GPU code name | Vega 10 | Navi 48 |
| Market segment | Mobile workstation | Workstation |
| Release date | 14 August 2017 (8 years ago) | 23 July 2025 (less than a year ago) |
| Launch price (MSRP) | $399 | no data |
Cost-effectiveness evaluation
The higher the performance-to-price ratio, the better. We use the manufacturer's recommended prices for comparison.
Performance to price scatter graph
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 | 3584 | 4096 |
| Core clock speed | 1138 MHz | 1660 MHz |
| Boost clock speed | 1250 MHz | 2920 MHz |
| Number of transistors | 12,500 million | 53,900 million |
| Manufacturing process technology | 14 nm | 4 nm |
| Power consumption (TDP) | 210 Watt | 300 Watt |
| Texture fill rate | 280.0 | 747.5 |
| Floating-point processing power | 8.96 TFLOPS | 47.84 TFLOPS |
| ROPs | 64 | 128 |
| TMUs | 224 | 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 | no data | 267 mm |
| Width | no data | 2-slot |
| Supplementary power connectors | None | 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 | HBM2 | GDDR6 |
| Maximum RAM amount | 8 GB | 32 GB |
| Memory bus width | 2048 Bit | 256 Bit |
| Memory clock speed | 786 MHz | 2518 MHz |
| Memory bandwidth | 402.4 GB/s | 644.6 GB/s |
| Shared memory | - | - |
| 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 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_1) | 12 Ultimate (12_2) |
| Shader Model | 6.4 | 6.8 |
| OpenGL | 4.6 | 4.6 |
| OpenCL | 2.0 | 2.2 |
| Vulkan | 1.1.125 | 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.
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 | 96
−140%
| 230−240
+140%
|
| 4K | 57
−128%
| 130−140
+128%
|
Cost per frame, $
| 1080p | 4.16 | no data |
| 4K | 7.00 | no data |
FPS performance in popular games
Full HD
Low Preset
| Counter-Strike 2 | 160−170
−137%
|
400−450
+137%
|
| Cyberpunk 2077 | 65−70
−139%
|
160−170
+139%
|
| Hogwarts Legacy | 65−70
−131%
|
150−160
+131%
|
Full HD
Medium Preset
| Battlefield 5 | 110−120
−132%
|
260−270
+132%
|
| Counter-Strike 2 | 160−170
−137%
|
400−450
+137%
|
| Cyberpunk 2077 | 65−70
−139%
|
160−170
+139%
|
| Far Cry 5 | 95−100
−137%
|
230−240
+137%
|
| Fortnite | 130−140
−117%
|
300−310
+117%
|
| Forza Horizon 4 | 110−120
−139%
|
280−290
+139%
|
| Forza Horizon 5 | 90−95
−134%
|
220−230
+134%
|
| Hogwarts Legacy | 65−70
−131%
|
150−160
+131%
|
| PLAYERUNKNOWN'S BATTLEGROUNDS | 120−130
−133%
|
280−290
+133%
|
| Valorant | 190−200
−136%
|
450−500
+136%
|
Full HD
High Preset
| Battlefield 5 | 110−120
−132%
|
260−270
+132%
|
| Counter-Strike 2 | 160−170
−137%
|
400−450
+137%
|
| Counter-Strike: Global Offensive | 270−280
−137%
|
650−700
+137%
|
| Cyberpunk 2077 | 65−70
−139%
|
160−170
+139%
|
| Dota 2 | 107
−134%
|
250−260
+134%
|
| Far Cry 5 | 95−100
−137%
|
230−240
+137%
|
| Fortnite | 130−140
−117%
|
300−310
+117%
|
| Forza Horizon 4 | 110−120
−139%
|
280−290
+139%
|
| Forza Horizon 5 | 90−95
−134%
|
220−230
+134%
|
| Grand Theft Auto V | 100−110
−138%
|
250−260
+138%
|
| Hogwarts Legacy | 65−70
−131%
|
150−160
+131%
|
| Metro Exodus | 65−70
−135%
|
160−170
+135%
|
| PLAYERUNKNOWN'S BATTLEGROUNDS | 120−130
−133%
|
280−290
+133%
|
| The Witcher 3: Wild Hunt | 116
−133%
|
270−280
+133%
|
| Valorant | 190−200
−136%
|
450−500
+136%
|
Full HD
Ultra Preset
| Battlefield 5 | 110−120
−132%
|
260−270
+132%
|
| Cyberpunk 2077 | 65−70
−139%
|
160−170
+139%
|
| Dota 2 | 102
−135%
|
240−250
+135%
|
| Far Cry 5 | 95−100
−137%
|
230−240
+137%
|
| Forza Horizon 4 | 110−120
−139%
|
280−290
+139%
|
| Hogwarts Legacy | 65−70
−131%
|
150−160
+131%
|
| PLAYERUNKNOWN'S BATTLEGROUNDS | 120−130
−133%
|
280−290
+133%
|
| The Witcher 3: Wild Hunt | 64
−134%
|
150−160
+134%
|
| Valorant | 190−200
−136%
|
450−500
+136%
|
Full HD
Epic Preset
| Fortnite | 130−140
−117%
|
300−310
+117%
|
1440p
High Preset
| Counter-Strike 2 | 65−70
−135%
|
160−170
+135%
|
| Counter-Strike: Global Offensive | 200−210
−139%
|
500−550
+139%
|
| Grand Theft Auto V | 55−60
−128%
|
130−140
+128%
|
| Metro Exodus | 40−45
−138%
|
100−105
+138%
|
| PLAYERUNKNOWN'S BATTLEGROUNDS | 170−180
−129%
|
400−450
+129%
|
| Valorant | 220−230
−120%
|
500−550
+120%
|
1440p
Ultra Preset
| Battlefield 5 | 80−85
−135%
|
190−200
+135%
|
| Cyberpunk 2077 | 30−35
−134%
|
75−80
+134%
|
| Far Cry 5 | 70−75
−129%
|
160−170
+129%
|
| Forza Horizon 4 | 80−85
−138%
|
190−200
+138%
|
| Hogwarts Legacy | 30−35
−135%
|
80−85
+135%
|
| The Witcher 3: Wild Hunt | 50−55
−131%
|
120−130
+131%
|
1440p
Epic Preset
| Fortnite | 75−80
−140%
|
180−190
+140%
|
4K
High Preset
| Counter-Strike 2 | 30−35
−134%
|
75−80
+134%
|
| Grand Theft Auto V | 55−60
−137%
|
140−150
+137%
|
| Hogwarts Legacy | 18−20
−137%
|
45−50
+137%
|
| Metro Exodus | 24−27
−131%
|
60−65
+131%
|
| The Witcher 3: Wild Hunt | 42
−138%
|
100−105
+138%
|
| Valorant | 180−190
−122%
|
400−450
+122%
|
4K
Ultra Preset
| Battlefield 5 | 45−50
−134%
|
110−120
+134%
|
| Counter-Strike 2 | 30−35
−134%
|
75−80
+134%
|
| Cyberpunk 2077 | 14−16
−114%
|
30−33
+114%
|
| Dota 2 | 96
−140%
|
230−240
+140%
|
| Far Cry 5 | 35−40
−130%
|
85−90
+130%
|
| Forza Horizon 4 | 50−55
−122%
|
120−130
+122%
|
| Hogwarts Legacy | 18−20
−137%
|
45−50
+137%
|
| PLAYERUNKNOWN'S BATTLEGROUNDS | 35−40
−129%
|
80−85
+129%
|
4K
Epic Preset
| Fortnite | 35−40
−129%
|
80−85
+129%
|
This is how Pro Vega 56 and AI PRO R9700 compete in popular games:
- AI PRO R9700 is 140% faster in 1080p
- AI PRO R9700 is 128% faster in 4K
Pros & cons summary
| Performance score | 29.48 | 70.86 |
| Recency | 14 August 2017 | 23 July 2025 |
| Maximum RAM amount | 8 GB | 32 GB |
| Chip lithography | 14 nm | 4 nm |
| Power consumption (TDP) | 210 Watt | 300 Watt |
Pro Vega 56 has 42.9% lower power consumption.
AI PRO R9700, on the other hand, has a 140.4% higher aggregate performance score, an age advantage of 7 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 Pro Vega 56 in performance tests.
Be aware that Radeon Pro Vega 56 is a mobile workstation graphics card while Radeon AI PRO R9700 is a workstation one.
Other comparisons
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