AMD Radeon PRO W7400 vs NVIDIA Jetson T5000 Comparison

FAQ

Q: What are the core architectural differences between the AMD Radeon PRO W7400 and the NVIDIA Jetson T5000?

A: The AMD Radeon PRO W7400 uses the Navi 33 chip built on RDNA 3.0 architecture with a 6 nm process, while the NVIDIA Jetson T5000 uses the GB10B chip built on Blackwell architecture with a 5 nm process. The AMD part has 28 RT cores and no tensor cores, whereas the NVIDIA part has 20 RT cores and 96 tensor cores.

Q: How do the memory configurations compare between these two GPUs?

A: The AMD Radeon PRO W7400 has 8 GB of GDDR6 memory on a 128 bit bus with 172.8 GB/s bandwidth. The NVIDIA Jetson T5000 has 128 GB of LPDDR5X memory on a 256 bit bus with 273.2 GB/s bandwidth. The NVIDIA part provides 16 times the capacity and 58.2% more bandwidth.

Q: Which GPU has higher raw compute performance?

A: The NVIDIA Jetson T5000 delivers 8.064 TFLOPS FP32 and FP16 performance. The AMD Radeon PRO W7400 delivers 7.885 TFLOPS FP32 and FP16 performance. The NVIDIA part holds a 2.3% lead in both precision formats.

Q: What are the display capabilities of each GPU?

A: The AMD Radeon PRO W7400 provides 4x DisplayPort 2.1 outputs. The NVIDIA Jetson T5000 has no display outputs at all, making it unsuitable for direct video output tasks.

Q: How do the physical specifications differ?

A: The AMD Radeon PRO W7400 is a single-slot card measuring 168 mm by 69 mm by 20 mm, requiring no power connectors and a 250 W suggested PSU. The NVIDIA Jetson T5000 is an IGP form factor measuring 87 mm by 100 mm by 15 mm, also with no power connectors but a 300 W suggested PSU. The AMD part consumes 55 W TDP versus 120 W TDP for the NVIDIA part.

Q: What API support does each GPU offer?

A: The AMD Radeon PRO W7400 supports DirectX 12 Ultimate (12_2), OpenGL 4.6, and Vulkan 1.4. The NVIDIA Jetson T5000 reports N/A for DirectX, OpenGL, and Vulkan support, indicating it is not designed for conventional graphics API workloads.

Architecture Differences

The AMD Radeon PRO W7400 and NVIDIA Jetson T5000 represent fundamentally different design philosophies despite both being active production parts released within weeks of each other, August 2025 and August 2025 respectively.

The AMD Radeon PRO W7400 uses the Navi 33 chip on RDNA 3.0 architecture, codenamed Hotpink Bonefish, manufactured on a 6 nm process at TSMC. The die measures 204 mm² and contains 13,300 million transistors, yielding a transistor density of 65.2 million per mm². The NVIDIA Jetson T5000 uses the GB10B chip on Blackwell architecture, manufactured on a 5 nm process at TSMC. The die measures 391 mm², nearly double the AMD die, though the transistor count is listed as unknown.

The compute layouts differ substantially. The AMD part has 1,792 shading units, 112 TMUs, and 64 ROPs. The NVIDIA part has 2,560 shading units, 80 TMUs, and 32 ROPs. AMD provides more texture units and ROPs, while NVIDIA provides more shading units. The AMD Radeon PRO W7400 includes 28 RT cores and no tensor cores. The NVIDIA Jetson T5000 includes 20 RT cores and 96 tensor cores, giving it a dedicated tensor processing capability that AMD lacks entirely.

Clock behavior also diverges. The AMD Radeon PRO W7400 runs at a base clock of 330 MHz and boosts to 1100 MHz, a relatively wide boost range. The NVIDIA Jetson T5000 runs at a base clock of 1386 MHz and boosts to 1575 MHz, a much narrower range with a higher floor. Memory clocks differ as well: AMD runs at 1350 MHz with 10.8 Gbps effective, while NVIDIA runs at 1067 MHz with 8.5 Gbps effective.

The bus interface differs, with AMD using PCIe 4.0 x8 and NVIDIA using PCIe 5.0 x8. The form factors are entirely different, with AMD as a single-slot expansion card and NVIDIA as an IGP module. The NVIDIA part has no display outputs, while AMD provides four DisplayPort 2.1 connectors. API support diverges completely, with AMD supporting DirectX 12 Ultimate, OpenGL 4.6, and Vulkan 1.4, while NVIDIA reports no graphics API support.

Power characteristics show a clear separation. The AMD Radeon PRO W7400 has a 55 W TDP with a 250 W suggested PSU. The NVIDIA Jetson T5000 has a 120 W TDP with a 300 W suggested PSU. Both require no power connectors, but the NVIDIA part draws more than double the power.

Head-to-Head Benchmarks

The recorded benchmark data shows no direct head-to-head benchmark entries between these two GPUs. The database contains zero benchmark results for either part, and both sit at the 50th percentile versus all GPUs with an average benchmark score of zero. The nearest rival lists are empty for both products.

Without direct benchmark measurements, the comparison must rely on the architectural and specification data recorded in the database. The compute performance figures provide the clearest point of comparison. The NVIDIA Jetson T5000 delivers 8.064 TFLOPS FP32 and FP16 performance, exceeding the AMD Radeon PRO W7400's 7.885 TFLOPS in both precision formats. This gives NVIDIA a 2.3% advantage in raw compute throughput.

Texture throughput favors the NVIDIA part marginally. The NVIDIA Jetson T5000 achieves 126.0 GTexel/s versus 123.2 GTexel/s for the AMD Radeon PRO W7400, a 2.3% difference. Pixel throughput favors the AMD part, with 70.40 GPixel/s versus 50.40 GPixel/s for the NVIDIA Jetson T5000, giving AMD a 39.7% advantage in pixel fill rate.

Memory bandwidth clearly favors the NVIDIA part. The Jetson T5000 provides 273.2 GB/s versus 172.8 GB/s for the AMD Radeon PRO W7400, a 58.1% advantage. Memory capacity is even more lopsided, with 128 GB versus 8 GB, a 16x difference. The NVIDIA part also uses a 256 bit bus versus 128 bit, doubling the bus width.

The absence of benchmark scores means percentile rankings are identical at 50 for both parts, indicating neither has a measured performance profile in the database. The wins counters show zero wins for each GPU, reflecting the empty head-to-head benchmark set.

Specification Differences

The two GPUs differ across nearly every recorded specification field. The process node differs, with AMD at 6 nm and NVIDIA at 5 nm. The die size differs substantially, with AMD at 204 mm² and NVIDIA at 391 mm². Transistor count is 13,300 million for AMD and unknown for NVIDIA. Transistor density is 65.2 million per mm² for AMD and null for NVIDIA.

Clock specifications differ in both base and boost. AMD runs at 330 MHz base and 1100 MHz boost. NVIDIA runs at 1386 MHz base and 1575 MHz boost. Memory clocks also differ: AMD at 1350 MHz with 10.8 Gbps effective, NVIDIA at 1067 MHz with 8.5 Gbps effective.

Memory specifications show the largest divergence. AMD has 8 GB GDDR6 on a 128 bit bus with 172.8 GB/s bandwidth. NVIDIA has 128 GB LPDDR5X on a 256 bit bus with 273.2 GB/s bandwidth. The memory type, capacity, bus width, and bandwidth all differ.

Compute unit counts differ across the board. AMD has 1,792 shading units, 112 TMUs, 64 ROPs, and 28 RT cores. NVIDIA has 2,560 shading units, 80 TMUs, 32 ROPs, 20 RT cores, and 96 tensor cores. The tensor core count is exclusive to NVIDIA.

Rasterization rates differ with AMD ahead in pixel rate at 70.40 GPixel/s versus 50.40 GPixel/s, while NVIDIA leads slightly in texture rate at 126.0 GTexel/s versus 123.2 GTexel/s. FP32 and FP16 performance both favor NVIDIA at 8.064 TFLOPS versus 7.885 TFLOPS.

Power and physical specifications differ. AMD has 55 W TDP, single-slot form factor, and 250 W suggested PSU. NVIDIA has 120 W TDP, IGP form factor, and 300 W suggested PSU. Both have no power connectors. AMD dimensions are 168 mm by 69 mm by 20 mm, while NVIDIA dimensions are 87 mm by 100 mm by 15 mm.

Bus interface differs with PCIe 4.0 x8 for AMD and PCIe 5.0 x8 for NVIDIA. Display outputs differ with 4x DisplayPort 2.1 for AMD and no outputs for NVIDIA. API support differs with DirectX 12 Ultimate, OpenGL 4.6, and Vulkan 1.4 for AMD, and N/A for all three on NVIDIA.

Production status is Active for both. Release dates differ by 24 days, with AMD on August 2, 2025 and NVIDIA on August 26, 2025. The AMD predecessor is Radeon Pro Vega with no successor listed. The NVIDIA predecessor is Server Hopper with successor Server Rubin listed. The NVIDIA launch MSRP is 2,999 USD, while AMD has no launch MSRP recorded.

The Verdict

The data indicates these GPUs serve entirely different purposes. The AMD Radeon PRO W7400 is a conventional graphics card with display outputs, full graphics API support, and a single-slot form factor. The NVIDIA Jetson T5000 is an IGP module with no display outputs, no graphics API support, and a form factor suited for embedded or server integration.

The AMD Radeon PRO W7400 is the appropriate choice for workloads requiring direct display output, given its 4x DisplayPort 2.1 connectors and support for DirectX 12 Ultimate, OpenGL 4.6, and Vulkan 1.4. Its 70.40 GPixel/s pixel rate exceeds the NVIDIA part by 39.7%, indicating stronger rasterization throughput. Its 55 W TDP and 250 W suggested PSU make it a lower-power option.

The NVIDIA Jetson T5000 is the appropriate choice for compute-heavy workloads without display requirements. Its 96 tensor cores provide dedicated tensor processing that the AMD part lacks entirely. Its 8.064 TFLOPS FP32 performance leads the AMD part by 2.3%. Its 128 GB memory capacity and 273.2 GB/s bandwidth dominate the AMD part, with 16x capacity and 58.1% bandwidth advantages. The launch MSRP is 2,999 USD.

The record shows no benchmark scores for either part, so performance rankings remain unmeasured in the database. Both sit at the 50th percentile versus all GPUs with zero average benchmark scores. The architectural data suggests the NVIDIA part is built for memory-intensive and tensor-focused workloads, while the AMD part is built for graphics output and lower-power operation. The choice between them depends on whether the workload requires display connectivity and graphics APIs, which points to AMD, or massive memory capacity and tensor acceleration, which points to NVIDIA.