AMD Radeon Pro VII vs NVIDIA RTX PRO 5000 Blackwell Comparison

Head-to-Head Benchmarks

The benchmark data presents a decisive, one-sided contest. The NVIDIA RTX PRO 5000 Blackwell dominates the AMD Radeon Pro VII in every recorded head-to-head comparison, with margins that are not incremental but transformative. Across the two shared tests, the NVIDIA card wins both, and the performance gaps are substantial enough to define the entire product comparison.

In Geekbench OpenCL, the NVIDIA RTX PRO 5000 Blackwell scores 254,116 against the AMD Radeon Pro VII's 90,148. That is a delta of 181.9% in favor of NVIDIA. To put that into context, the Radeon Pro VII would need to nearly triple its score to match. The OpenCL result is particularly relevant for professional workloads that leverage general-purpose compute, as it exercises the raw throughput of the shading units and memory subsystem without relying on vendor-specific acceleration paths.

The Vulkan result is even more lopsided. The NVIDIA card posts 282,631, while the AMD card manages 92,862. This represents a 204.4% advantage for NVIDIA. Vulkan performance is increasingly important in professional visualization, CAD, and real-time rendering pipelines, and the data shows the RTX PRO 5000 Blackwell delivering more than triple the performance of the Radeon Pro VII in this API.

The aggregate benchmark picture reinforces this gap. The RTX PRO 5000 Blackwell holds a 98th percentile ranking among all GPUs, while the Radeon Pro VII sits at the 93rd percentile. The average benchmark score for the NVIDIA card is 182,109, compared to 97,131 for the AMD card, a difference of roughly 87.5%. Even the Radeon Pro VII's closest rivals in the database, such as the AMD Radeon RX 7900M at 97,487, sit well below the RTX PRO 5000 Blackwell's average, while the NVIDIA card's nearest competitors include the A100 SXM4 80 GB and RTX 5000 Ada Generation, both of which are within 1.4% of its average score.

The per-test deltas are the clearest signal: the RTX PRO 5000 Blackwell is not merely faster, it is in a different performance class. The Radeon Pro VII's strongest recorded result, its Metal score of 108,383, is still less than half of the NVIDIA card's OpenCL result, though no direct head-to-head Metal comparison exists in the shared test set.

The Verdict

The data supports only one conclusion for users who prioritize raw benchmark performance: the NVIDIA RTX PRO 5000 Blackwell is the superior card by a wide margin. It wins both head-to-head tests decisively, holds a higher percentile ranking, and carries an average benchmark score that is nearly double that of the AMD Radeon Pro VII.

The RTX PRO 5000 Blackwell should be the choice for professionals running OpenCL or Vulkan workloads where the recorded 181.9% and 204.4% advantages directly translate into reduced render times, faster simulation feedback, and higher throughput. Its 48 GB of memory and 1.34 TB/s of bandwidth also provide capacity for larger datasets than the Radeon Pro VII's 16 GB and 1.02 TB/s.

The AMD Radeon Pro VII is an end-of-life product, and the data reflects its age. It is not competitive in the shared benchmarks, and its 93rd percentile ranking, while respectable, places it well behind the NVIDIA card's 98th percentile. Users already invested in the Radeon Pro VII's ecosystem, particularly those relying on its 6x mini-DisplayPort 1.4a outputs for multi-display configurations, may find reason to stick with it, but the benchmark data offers no performance-based justification for choosing it over the RTX PRO 5000 Blackwell.

For new purchases, the recommendation is unambiguous: the RTX PRO 5000 Blackwell is the faster, more capable workstation GPU. The Radeon Pro VII is only viable in legacy environments where its specific feature set, such as the 4096-bit HBM2 bus, is a requirement and performance is secondary.

FAQ

Q: Which GPU is faster in Geekbench OpenCL?

A: The NVIDIA RTX PRO 5000 Blackwell scores 254,116 versus 90,148 for the AMD Radeon Pro VII, a 181.9% advantage.

Q: How large is the Vulkan performance gap?

A: The NVIDIA card scores 282,631 in Geekbench Vulkan, while the AMD card scores 92,862, giving NVIDIA a 204.4% lead.

Q: What are the average benchmark scores for each card?

A: The NVIDIA RTX PRO 5000 Blackwell has an average benchmark score of 182,109, compared to 97,131 for the AMD Radeon Pro VII.

Q: Does the AMD Radeon Pro VII win any head-to-head benchmark?

A: No. In the recorded head-to-head tests, the NVIDIA card wins both Geekbench OpenCL and Geekbench Vulkan.

Q: What is the percentile ranking of each GPU?

A: The NVIDIA RTX PRO 5000 Blackwell ranks in the 98th percentile among all GPUs, while the AMD Radeon Pro VII ranks in the 93rd percentile.

Q: Is the AMD Radeon Pro VII still in production?

A: No, its production status is end-of-life, whereas the NVIDIA RTX PRO 5000 Blackwell is listed as active.

Specification Differences

The two cards differ across nearly every major specification category. The NVIDIA RTX PRO 5000 Blackwell is built on the GB202 chip with a 5 nm process at TSMC, while the AMD Radeon Pro VII uses the Vega 20 chip on a 7 nm process, also at TSMC. Transistor counts reflect the generational leap: the NVIDIA card contains 92,200 million transistors on a 750 mm² die, while the AMD card has 13,230 million transistors on a 331 mm² die. Transistor density is 122.9 million per mm² for NVIDIA versus 40.0 million per mm² for AMD.

Clock speeds differ substantially. The NVIDIA card has a base clock of 1740 MHz and a boost clock of 2377 MHz, while the AMD card operates at 1400 MHz base and 1700 MHz boost. Memory configurations are also divergent: the RTX PRO 5000 Blackwell offers 48 GB of GDDR7 on a 384-bit bus with 1.34 TB/s bandwidth, whereas the Radeon Pro VII provides 16 GB of HBM2 on a 4096-bit bus with 1.02 TB/s bandwidth. The AMD card's wider bus does not compensate for its lower bandwidth and smaller capacity.

Compute resources show a massive disparity. The NVIDIA card features 14,080 shading units, 440 TMUs, and 160 ROPs, while the AMD card has 3,840 shading units, 240 TMUs, and 64 ROPs. The NVIDIA card also includes 110 RT cores and 440 tensor cores; the AMD card has no RT cores or tensor cores listed. Pixel rate is 380.3 GPixel/s for NVIDIA versus 108.8 GPixel/s for AMD, and texture rate is 1,045.9 GTexel/s versus 408.0 GTexel/s.

Power and interface specifications differ as well. The NVIDIA card has a 300 W TDP with a single 16-pin connector and a suggested 700 W PSU, while the AMD card has a 250 W TDP with one 6-pin and one 8-pin connector and a suggested 600 W PSU. The NVIDIA card uses PCIe 5.0 x16; the AMD card uses PCIe 4.0 x16. Display outputs are 4x DisplayPort 2.1b on NVIDIA and 6x mini-DisplayPort 1.4a on AMD. Physical dimensions are similar in height at 111 mm, but the NVIDIA card is 267 mm long and 40 mm wide, while the AMD card is 305 mm long with no width listed.

Architecture Differences

The architectural divide is generational. The NVIDIA RTX PRO 5000 Blackwell uses the Blackwell 2.0 architecture from the Blackwell PRO W (x000) generation, while the AMD Radeon Pro VII is based on GCN 5.1 from the Radeon Pro Vega (Vega II Series) generation. NVIDIA's architecture is built on a 5 nm TSMC process, versus AMD's 7 nm TSMC process, and the transistor density difference, 122.9 million per mm² versus 40.0 million per mm², reflects the newer manufacturing technology.

The NVIDIA card supports DirectX 12 Ultimate (12_2), Vulkan 1.4, and OpenGL 4.6. The AMD card supports DirectX 12 (12_1), Vulkan 1.3, and OpenGL 4.6. The DirectX feature level difference, 12_2 versus 12_1, indicates that the NVIDIA card supports newer rendering features such as hardware ray tracing and mesh shaders, which are absent on the AMD card. The NVIDIA card's dedicated RT cores and tensor cores enable hardware-accelerated ray tracing and AI workloads, capabilities the AMD card lacks entirely.

Memory architecture also differs fundamentally. The NVIDIA card uses GDDR7 on a 384-bit bus, while the AMD card uses HBM2 on a 4096-bit bus. The AMD card's FP16 throughput is 26.11 TFLOPS at a 2:1 ratio, meaning it is double its FP32 rate of 13.06 TFLOPS. The NVIDIA card achieves 66.94 TFLOPS for both FP32 and FP16 at a 1:1 ratio, indicating a different compute design where half-precision does not receive a throughput multiplier. Release dates reinforce the generational gap: the NVIDIA card launched on 2025-03-17, while the AMD card launched on 2020-05-12. The NVIDIA card's predecessor is Workstation Ada, while the AMD card's predecessor is Radeon Pro Polaris and its successor is Radeon Pro Navi.

Where Each One Wins

The NVIDIA RTX PRO 5000 Blackwell wins in every benchmark category where data exists. Its 181.9% OpenCL advantage makes it the clear choice for general-purpose compute, simulation, and any workload that leverages OpenCL for acceleration. Its 204.4% Vulkan advantage extends that dominance to real-time rendering and modern graphics APIs, where the combination of RT cores, tensor cores, and DirectX 12 Ultimate support provides capabilities the AMD card cannot match.

The NVIDIA card also wins on capacity and bandwidth. Its 48 GB of GDDR7 memory is triple the AMD card's 16 GB, and its 1.34 TB/s bandwidth exceeds the AMD card's 1.02 TB/s. For large dataset processing, machine learning inference, or high-resolution texture workloads, the NVIDIA card's memory subsystem is decisively superior. Its 66.94 TFLOPS of FP32 performance dwarfs the AMD card's 13.06 TFLOPS, and its 380.3 GPixel/s pixel rate versus 108.8 GPixel/s makes it the better choice for high-resolution rendering and display output.

The AMD Radeon Pro VII retains a few niche advantages. Its 4096-bit HBM2 bus is wider than the NVIDIA card's 384-bit bus, though the NVIDIA card still delivers higher total bandwidth. Its 6x mini-DisplayPort 1.4a outputs exceed the NVIDIA card's 4x DisplayPort 2.1b in raw display count, making it a potential choice for multi-display setups where port quantity matters more than port version. Its lower 250 W TDP and 600 W suggested PSU also mean it draws less power than the NVIDIA card's 300 W and 700 W requirement, which could matter in constrained power environments. Its 2:1 FP16 ratio of 26.11 TFLOPS, while lower than the NVIDIA card's 66.94 TFLOPS, does offer double-rate half-precision compute for workloads that can exploit it.

The recorded data, however, is unambiguous: the NVIDIA RTX PRO 5000 Blackwell is the superior performer in every shared benchmark, and the AMD Radeon Pro VII's advantages are limited to port count, power draw, and legacy compatibility. The Radeon Pro VII is an end-of-life product, and its 93rd percentile ranking, while solid, places it far behind the RTX PRO 5000 Blackwell's 98th percentile. For any workload measured in the database, the NVIDIA card is the recommended choice.