NVIDIA RTX PRO 4000 Blackwell SFF vs AMD Radeon PRO W7800

NVIDIA RTX PRO 4000 Blackwell SFF
AMD Radeon PRO W7800 $2,499
8960 Shaders
24GB GDDR7
1337MHz
4480 Shaders
32GB GDDR6
2525MHz
Peak AI Performance
766.69 TFLOPS
FP4 Tensor Sparse
Peak AI Performance
180.99 TOPS
INT4 Tensor
FP32
23.96 TFLOPS
FP32
45.25 TFLOPS
FP16
23.96 TFLOPS
FP16
90.5 TFLOPS
Form Factor
PCIe Card
1.0-Slots
Form Factor
PCIe Card
2.0-Slots
TDP
70W
TDP
260W
-
-
-
-
-
Power Connectors
-
2x 8-Pin
-
-
GB6 OpenCL N/A
0%
GB6 Metal N/A
0%
GB6 Metal N/A
0%
GB6 Vulkan N/A
0%
GB5 OpenCL N/A
0%
GB5 OpenCL N/A
0%
GB5 CUDA N/A
0%
GB5 CUDA N/A
0%
GB5 Metal N/A
0%
GB5 Metal N/A
0%
GB5 Vulkan N/A
0%
GB5 Vulkan N/A
0%
OCT 2020.1 N/A
0%
OCT 2020.1 N/A
0%
OCT Metal N/A
0%
OCT Metal N/A
0%
Peak AI Performance
766.69 TFLOPS
FP4 Tensor Sparse
Peak AI Performance
180.99 TOPS
INT4 Tensor
FP4
383.35 TFLOPS Tensor
766.69 TFLOPS Tensor Sparse
-
-
-
FP8
-
191.67 TFLOPS Tensor (FP16 Accumulate)
383.34 TFLOPS Tensor (FP16 Accumulate) Sparse
191.67 TFLOPS Tensor (FP32 Accumulate)
383.34 TFLOPS Tensor (FP32 Accumulate) Sparse
-
-
-
-
-
-
FP16
23.96 TFLOPS
95.84 TFLOPS Tensor (FP16 Accumulate)
191.67 TFLOPS Tensor (FP16 Accumulate) Sparse
95.84 TFLOPS Tensor (FP32 Accumulate)
191.67 TFLOPS Tensor (FP32 Accumulate) Sparse
FP16
90.5 TFLOPS
45.25 TFLOPS Tensor (FP16 Accumulate)
-
45.25 TFLOPS Tensor (FP32 Accumulate)
-
FP32
23.96 TFLOPS
-
-
FP32
45.25 TFLOPS
-
-
FP64
370 GFLOPS
-
FP64
1.41 TFLOPS
-
BF16
23.96 TFLOPS
95.84 TFLOPS Tensor
191.67 TFLOPS Tensor Sparse
BF16
90.5 TFLOPS
45.25 TFLOPS Tensor
-
TF32
47.92 TFLOPS Tensor
95.84 TFLOPS Tensor Sparse
-
-
-
-
-
-
INT4
180.99 TOPS Tensor
-
INT8
-
191.67 TOPS Tensor
383.34 TOPS Tensor Sparse
INT8
-
45.25 TOPS Tensor
-
INT32
11.98 TOPS
INT32
22.62 TOPS
Ray Tracing
72.7 TOPS
-
-
Pixel Fillrate
128.352 GPixel/s
Pixel Fillrate
323.2 GPixel/s
-
-
-
-
Texture Fillrate
374.36 GTexel/s
Texture Fillrate
707 GTexel/s
Manufacturer
NVIDIA
Manufacturer
AMD
Chip Designer
NVIDIA
Chip Designer
AMD
Architecture
Blackwell
Architecture
RDNA 3
Family
RTX PRO Blackwell
Family
Radeon PRO W
Codename
NV193
GB203
-
-
Codename
Plum Bonito
Navi 31
Variant
Navi 31 XL GL
Market Segment
Workstation
Market Segment
Workstation
Release Date
8/11/2025
Release Date
4/13/2023
Foundry
TSMC
-
Foundry
TSMC
TSMC Memory Cache Die
Fabrication Node
4NP
-
Fabrication Node
N5
N6 Memory Cache Die
Die Size
378 mm²
-
Die Size
304 mm²
6x 38 mm² Memory Cache Die
Transistor Count
45.6 Billion
-
Transistor Count
45.4 Billion
6x 2.1 Billion Memory Cache Die
Transistor Density
120.63M/mm²
-
Transistor Density
149.17M/mm²
54.64M/mm² Memory Cache Die
Form
PCIe Card
Form
PCIe Card
Shading Units
8960 Shaders
-
Shading Units
4480 Shaders
-
Texture Mapping Units
280 TMUs
Texture Mapping Units
280 TMUs
Render Output Units
96 ROPs
Render Output Units
128 ROPs
Tensor Cores
280 T-Cores
Tensor Cores
140 T-Cores
Ray-Tracing Cores
70 RT-Cores
Ray-Tracing Cores
70 RT-Cores
Streaming Multiprocessors
70 SMs
-
-
-
-
Compute Units
70 CUs
-
-
-
-
-
-
-
-
-
-
790MHz Base
1337MHz
-
-
-
2525MHz
-
-
L0
64KB/WGP
L1
64KB/SM Tex
128KB/SM
-
-
L1
-
-
-
256KB/Array
L2
48MB Shared
L2
6MB Shared
-
-
-
L3
64MB Shared
2.33TB/s
24GB
GDDR7
ECC
32GB
GDDR6
-
Bus Width
192Bit
Bus Width
256Bit
Clock
1125MHz
Transfer Rate
18GT/s
Bandwidth
432GB/s
Clock
2250MHz
Transfer Rate
18GT/s
Bandwidth
576GB/s
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-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
TDP
70W
TDP
260W
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
4x DisplayPort 2.1
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
1x mini-DisplayPort 2.1
-
-
-
-
-
-
3x DisplayPort 2.1
-
-
-
-
-
-
-
-
-
-
-
-
Max Resolution
7680x4320
Max Resolution
15360x8640
Max Resolution Refresh Rate
165Hz
Max Resolution Refresh Rate
165Hz
Variable Refresh Rate
G-Sync
FreeSync
-
Variable Refresh Rate
-
FreeSync
-
Display Stream Compression (DSC)
Supported
Display Stream Compression (DSC)
Supported
Multi Monitor Support
4
Multi Monitor Support
3
Content Protection
HDCP 2.3
Content Protection
HDCP 2.3
Model
2x NVENC 9
Model
VCN 4.0
Codec
-
-
-
-
-
-
-
-
AVC (H.264)
HEVC (H.265)
-
AV1
-
-
Codec
-
-
-
-
-
-
VP9
-
AVC (H.264)
HEVC (H.265)
-
AV1
-
-
Model
2x NVDEC 6
Model
VCN 4.0
Codec
MPEG-1
MPEG-2
MPEG-4
-
VC-1
VP8
VP9
-
AVC (H.264)
HEVC (H.265)
-
AV1
-
-
Codec
MPEG-1
MPEG-2
MPEG-4
JPEG
VC-1
-
VP9
-
AVC (H.264)
HEVC (H.265)
-
AV1
-
-
Direct X
12
Direct 3D
12_3
Direct X
12
Direct 3D
12_2
OpenGL
4.6
OpenCL
3.0
Vulkan
1.3
OpenGL
4.6
OpenCL
2.2
Vulkan
1.3
Shader Model
6.8
CUDA
12.8
-
-
PureVideo HD
VP13
VDPAU
Feature Set M
Shader Model
6.7
-
-
GFX
11
-
-
-
-
-
-
-
1x Fan
-
-
-
1x Fan
-
-
-
-
-
-
-
-
Power Connectors
-
-
-
2x 8-Pin
-
-
-
Slots Required
1.0
PCIe Version
5.0
PCIe Lanes
16
Slots Required
2.0
PCIe Version
4.0
PCIe Lanes
16
Multi GPU Support
Supported
Type
NVLink
Multi GPU Support
Supported
Type
CrossFire XDMA
Height
69 mm (2.72 in)
Width
167 mm (6.57 in)
Depth
20 mm (0.79 in)
Height
110 mm (4.33 in)
Width
280 mm (11.02 in)
Depth
40 mm (1.57 in)
Change Comparison