AMD Radeon PRO W7400 vs NVIDIA RTX 4000 Ada

AMD Radeon PRO W7400
NVIDIA RTX 4000 Ada
1792 Shaders
8GB GDDR6
1100MHz
6144 Shaders
20GB GDDR6
2175MHz
Peak AI Performance
31.54 TOPS
INT4 Tensor
Peak AI Performance
855.24 TOPS
INT4 Tensor Sparse
FP32
7.88 TFLOPS
FP32
26.73 TFLOPS
FP16
15.77 TFLOPS
FP16
26.73 TFLOPS
Form Factor
PCIe Card
1.0-Slots
Form Factor
PCIe Card
1.0-Slots
TDP
55W
TDP
130W
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-
-
-
-
Power Connectors
-
-
-
1x 16-Pin 12VHPWR
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
31.54 TOPS
INT4 Tensor
Peak AI Performance
855.24 TOPS
INT4 Tensor Sparse
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-
FP8
-
213.81 TFLOPS Tensor (FP16 Accumulate)
427.62 TFLOPS Tensor (FP16 Accumulate) Sparse
213.81 TFLOPS Tensor (FP32 Accumulate)
427.62 TFLOPS Tensor (FP32 Accumulate) Sparse
FP16
15.77 TFLOPS
7.88 TFLOPS Tensor (FP16 Accumulate)
-
7.88 TFLOPS Tensor (FP32 Accumulate)
-
FP16
26.73 TFLOPS
106.91 TFLOPS Tensor (FP16 Accumulate)
213.81 TFLOPS Tensor (FP16 Accumulate) Sparse
106.91 TFLOPS Tensor (FP32 Accumulate)
213.81 TFLOPS Tensor (FP32 Accumulate) Sparse
FP32
7.88 TFLOPS
-
-
FP32
26.73 TFLOPS
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-
FP64
250 GFLOPS
-
FP64
420 GFLOPS
-
BF16
15.77 TFLOPS
7.88 TFLOPS Tensor
-
BF16
26.73 TFLOPS
106.91 TFLOPS Tensor
213.81 TFLOPS Tensor Sparse
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-
-
TF32
53.45 TFLOPS Tensor
106.91 TFLOPS Tensor Sparse
INT4
31.54 TOPS Tensor
-
INT4
427.62 TOPS Tensor
855.24 TOPS Tensor Sparse
INT8
-
7.88 TOPS Tensor
-
INT8
-
213.81 TOPS Tensor
427.62 TOPS Tensor Sparse
INT32
3.94 TOPS
INT32
13.36 TOPS
-
-
Ray Tracing
61.8 TOPS
Pixel Fillrate
70.4 GPixel/s
Pixel Fillrate
174 GPixel/s
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-
-
-
Texture Fillrate
123.2 GTexel/s
Texture Fillrate
417.6 GTexel/s
Manufacturer
AMD
Manufacturer
NVIDIA
Chip Designer
AMD
Chip Designer
NVIDIA
Architecture
RDNA 3
Architecture
Ada Lovelace
Family
Radeon PRO W
Family
RTX Ada
Codename
Hotpink Bonefish
Navi 33
Variant
Navi 33 XL GL
Codename
NV184
AD104
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-
Market Segment
Workstation
Market Segment
Workstation
Release Date
8/7/2025
Release Date
8/9/2023
Foundry
TSMC
-
Foundry
TSMC
-
Fabrication Node
N6
-
Fabrication Node
4N
-
Die Size
204 mm²
-
Die Size
295 mm²
-
Transistor Count
13.3 Billion
-
Transistor Count
35.8 Billion
-
Transistor Density
65.20M/mm²
-
Transistor Density
121.56M/mm²
-
Form
PCIe Card
Form
PCIe Card
Shading Units
1792 Shaders
-
Shading Units
6144 Shaders
-
Texture Mapping Units
112 TMUs
Texture Mapping Units
192 TMUs
Render Output Units
64 ROPs
Render Output Units
80 ROPs
Tensor Cores
56 T-Cores
Tensor Cores
192 T-Cores
Ray-Tracing Cores
28 RT-Cores
Ray-Tracing Cores
48 RT-Cores
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-
Streaming Multiprocessors
48 SMs
Compute Units
28 CUs
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-
1000MHz Base
1100MHz
-
-
1500MHz Base
2175MHz
L0
64KB/WGP
-
-
L1
-
-
-
256KB/Array
L1
64KB/SM Tex
128KB/SM
-
-
L2
2MB Shared
L2
48MB Shared
L3
32MB Shared
1.17TB/s
-
-
-
8GB
GDDR6
-
20GB
GDDR6
ECC
Bus Width
128Bit
Bus Width
160Bit
Clock
1350MHz
Transfer Rate
10.8GT/s
Bandwidth
172.8GB/s
Clock
1750MHz
Transfer Rate
14GT/s
Bandwidth
280GB/s
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TDP
55W
TDP
130W
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-
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-
4x DisplayPort 2.1
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
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-
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-
4x mini-DisplayPort 1.4
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-
-
-
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-
-
-
-
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-
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-
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-
Max Resolution
15360x8640
Max Resolution
7680x4320
Max Resolution Refresh Rate
165Hz
Max Resolution Refresh Rate
120Hz
Variable Refresh Rate
-
FreeSync
-
Variable Refresh Rate
G-Sync
FreeSync
-
Display Stream Compression (DSC)
Supported
Display Stream Compression (DSC)
Supported
Multi Monitor Support
3
Multi Monitor Support
4
Content Protection
HDCP 2.3
Content Protection
HDCP 2.3
Model
VCN 4.0
Model
2x NVENC 8
Codec
-
-
-
-
-
-
VP9
-
AVC (H.264)
HEVC (H.265)
-
AV1
-
-
Codec
-
-
-
-
-
-
-
-
AVC (H.264)
HEVC (H.265)
-
AV1
-
-
Model
VCN 4.0
Model
2x NVDEC 5
Codec
MPEG-1
MPEG-2
MPEG-4
JPEG
VC-1
-
VP9
-
AVC (H.264)
HEVC (H.265)
-
AV1
-
-
Codec
MPEG-1
MPEG-2
MPEG-4
-
VC-1
VP8
VP9
-
AVC (H.264)
HEVC (H.265)
-
AV1
-
-
Direct X
12
Direct 3D
12_2
Direct X
12
Direct 3D
12_3
OpenGL
4.6
OpenCL
2.2
Vulkan
1.3
OpenGL
4.6
OpenCL
3.0
Vulkan
1.3
Shader Model
6.7
-
-
GFX
11
-
-
-
-
Shader Model
6.7
CUDA
8.9
-
-
PureVideo HD
VP12
VDPAU
Feature Set L
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1x Fan
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-
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Power Connectors
-
-
-
-
-
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1x 16-Pin 12VHPWR
Slots Required
1.0
PCIe Version
4.0
PCIe Lanes
8
Slots Required
1.0
PCIe Version
4.0
PCIe Lanes
16
Multi GPU Support
Supported
Type
CrossFire XDMA
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-
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Height
115 mm (4.53 in)
Width
216 mm (8.5 in)
Depth
20 mm (0.79 in)
Height
112 mm (4.41 in)
Width
245 mm (9.65 in)
Depth
20 mm (0.79 in)
Change Comparison