AMD Radeon Pro VII vs NVIDIA RTX 5000 Ada Generation Comparison

NVIDIA RTX 5000 Ada Generation vs AMD Radeon Pro VII: The database compares two workstation GPUs from different eras. The NVIDIA RTX 5000 Ada Generation is an active, current-generation card built on the Ada Lovelace architecture, while the AMD Radeon Pro VII is an end-of-life product based on the older GCN 5.1 architecture. Benchmark results show a decisive performance gap, with the NVIDIA card winning both recorded head-to-head tests by a wide margin. This analysis breaks down where each card excels, the measured performance differences, and the key architectural and specification changes that define this matchup.

Where Each One Wins

The recorded benchmark data gives the NVIDIA RTX 5000 Ada Generation a clean sweep with 2 wins and 0 losses against the AMD Radeon Pro VII. There is no category in the dataset where the AMD card comes out ahead. However, the AMD card has a distinct capability in its memory configuration that is worth noting for specific workloads.

The NVIDIA card wins decisively in both OpenCL and Vulkan compute tests. In Geekbench OpenCL, it scores 175286 against the AMD's 90148, a 94.4% advantage. In Geekbench Vulkan, the NVIDIA card scores 194041 versus 92862, a 109% lead. These are the only two shared benchmark tests in the database, and the NVIDIA card wins both outright.

The AMD Radeon Pro VII does have a notable strength in memory bandwidth. It uses HBM2 memory with a 4096-bit bus, delivering 1.02 TB/s of bandwidth. The NVIDIA card uses GDDR6 on a 256-bit bus, providing 576.0 GB/s. For workloads that are purely bandwidth-bound, such as large dataset streaming, the AMD card's memory subsystem is objectively faster. However, the benchmark scores do not reflect any scenario where this translates into a win for the AMD card.

The AMD card also supports the Metal API, scoring 108383 in Geekbench Metal. This is a benchmark the NVIDIA card does not have a recorded score for in this database. For users in Apple-centric or Metal-specific workflows, the AMD card has a measurable capability, but it cannot be compared directly to the NVIDIA card in this test.

FAQ

Q: Which GPU has the higher average benchmark score?

A: The NVIDIA RTX 5000 Ada Generation has an average benchmark score of 184664, while the AMD Radeon Pro VII averages 97131. This places the NVIDIA card in the 98th percentile of all GPUs, compared to the AMD card's 93rd percentile.

Q: How much faster is the NVIDIA card in OpenCL?

A: In the Geekbench OpenCL test, the NVIDIA RTX 5000 Ada Generation scores 175286, which is 94.4% higher than the AMD Radeon Pro VII's score of 90148.

Q: What is the memory configuration difference?

A: The NVIDIA card has 32 GB of GDDR6 memory on a 256-bit bus with 576.0 GB/s bandwidth. The AMD card has 16 GB of HBM2 memory on a 4096-bit bus with 1.02 TB/s bandwidth.

Q: Does the AMD card support ray tracing?

A: No, the AMD Radeon Pro VII has no ray tracing cores listed in the database. The NVIDIA RTX 5000 Ada Generation has 100 RT cores.

Q: Which card has a higher transistor count?

A: The NVIDIA RTX 5000 Ada Generation has 76,300 million transistors on a 609 mm² die, while the AMD Radeon Pro VII has 13,230 million transistors on a 331 mm² die.

Q: What is the production status of each card?

A: The NVIDIA RTX 5000 Ada Generation is listed as Active. The AMD Radeon Pro VII is listed as End-of-life.

Head-to-Head Benchmarks

The head-to-head data in the database shows two recorded tests, and both are dominant wins for the NVIDIA RTX 5000 Ada Generation. The first test is Geekbench OpenCL. Here, the NVIDIA card scores 175286, and the AMD card scores 90148. The delta is 94.4%, meaning the NVIDIA card nearly doubles the AMD card's score. This is a massive margin for a compute workload.

The second test is Geekbench Vulkan. The NVIDIA card scores 194041, and the AMD card scores 92862. The delta here is 109%, meaning the NVIDIA card is more than twice as fast in this test. This represents the single largest performance gap in the head-to-head comparison.

To put these scores in context, the NVIDIA card's average benchmark score is 184664. Its nearest rivals include the NVIDIA A100 SXM4 80 GB at 183725 (a 0.5% difference), the NVIDIA A100 SXM4 40 GB at 187147 (a -1.3% difference), the NVIDIA RTX PRO 5000 Blackwell at 182109 (a 1.4% difference), and the NVIDIA GeForce RTX 4090 D at 178050 (a 3.7% difference). The AMD Radeon Pro VII's average score of 97131 places it near the AMD Radeon RX 7900M at 97487 (a -0.4% difference) and the AMD Radeon Instinct MI60 at 92466 (a 5% difference).

The Vulkan result of 194041 for the NVIDIA card is particularly strong, exceeding its own OpenCL score by a notable margin. The AMD card's Vulkan score of 92862 is actually lower than its Metal score of 108383, suggesting the AMD card has better optimization for Apple's API than for Vulkan in this benchmark suite.

Specification Differences

The two cards differ significantly across nearly every core specification. The NVIDIA RTX 5000 Ada Generation has 12800 shading units, 400 texture mapping units, and 176 raster output units. The AMD Radeon Pro VII has 3840 shading units, 240 TMUs, and 64 ROPs. In every count, the NVIDIA card has substantially more processing elements.

Memory is a major differentiator. The NVIDIA card offers 32 GB of GDDR6 memory, while the AMD card offers 16 GB of HBM2. The bus widths are 256-bit and 4096-bit respectively. The NVIDIA card achieves 576.0 GB/s bandwidth, while the AMD card reaches 1.02 TB/s. The AMD card has higher raw bandwidth, but the NVIDIA card has twice the capacity.

Clock speeds also differ. The NVIDIA card has a base clock of 1155 MHz and a boost clock of 2550 MHz. The AMD card has a base clock of 1400 MHz and a boost clock of 1700 MHz. The AMD card starts higher but boosts to a lower peak. The NVIDIA card's memory runs at 2250 MHz (18 Gbps effective), while the AMD card's memory runs at 1000 MHz (2 Gbps effective).

The power requirements are identical in total: both cards have a 250 W TDP and a suggested PSU of 600 W. However, the power connectors differ. The NVIDIA card uses a single 16-pin connector, while the AMD card uses one 6-pin and one 8-pin connector. Both are dual-slot cards, but the AMD card is longer at 305 mm (12 inches) versus the NVIDIA card's 267 mm (10.5 inches).

Display outputs also differ. The NVIDIA card has 4x DisplayPort 1.4a outputs. The AMD card has 6x mini-DisplayPort 1.4a outputs. The NVIDIA card supports DirectX 12 Ultimate (12_2), while the AMD card supports DirectX 12 (12_1). Both support OpenGL 4.6, but the NVIDIA card supports Vulkan 1.4, while the AMD card supports Vulkan 1.3.

Architecture Differences

The architectural gap between these two cards is substantial. The NVIDIA RTX 5000 Ada Generation uses the AD102 chip built on the Ada Lovelace architecture, fabricated on a 5 nm process at TSMC. The AMD Radeon Pro VII uses the Vega 20 chip built on GCN 5.1, fabricated on a 7 nm process at TSMC. The process node difference is significant, with the NVIDIA card using a more advanced manufacturing process.

The transistor counts reflect this architectural difference. The NVIDIA card has 76,300 million transistors on a 609 mm² die, resulting in a transistor density of 125.3M per mm². The AMD card has 13,230 million transistors on a 331 mm² die, resulting in a density of 40.0M per mm². The NVIDIA card packs nearly six times the transistors into less than twice the die area.

The NVIDIA card includes dedicated hardware features that the AMD card completely lacks. It has 100 RT cores for ray tracing and 400 tensor cores for AI acceleration. The AMD card has no RT cores and no tensor cores listed in the database. This represents a fundamental capability difference for ray-traced rendering and machine learning workloads.

Compute throughput also differs substantially. The NVIDIA card delivers 65.28 TFLOPS of FP32 performance and 65.28 TFLOPS of FP16 performance (1:1 ratio). The AMD card delivers 13.06 TFLOPS of FP32 and 26.11 TFLOPS of FP16 (2:1 ratio). The NVIDIA card offers exactly five times the FP32 throughput of the AMD card. The pixel rate is 448.8 GPixel/s for the NVIDIA card versus 108.8 GPixel/s for the AMD card. The texture rate is 1,020.0 GTexel/s versus 408.0 GTexel/s.

The release dates show the generational gap. The AMD Radeon Pro VII launched on 2020-05-12 with a launch MSRP of 1,899 USD. The NVIDIA RTX 5000 Ada Generation launched on 2023-08-08. The AMD card's predecessor is Radeon Pro Polaris, and its successor is Radeon Pro Navi. The NVIDIA card's predecessor is Workstation Ampere, and its successor is Blackwell PRO W.

The Verdict

The data is unambiguous. The NVIDIA RTX 5000 Ada Generation outperforms the AMD Radeon Pro VII in every shared benchmark test by a massive margin. The OpenCL score is 94.4% higher, and the Vulkan score is 109% higher. The NVIDIA card also has significantly more compute resources, newer architecture, and double the memory capacity at 32 GB versus 16 GB.

Users who need maximum compute performance in OpenCL or Vulkan workloads should choose the NVIDIA RTX 5000 Ada Generation without hesitation. Its 98th percentile ranking among all GPUs, combined with an average score of 184664, places it in a different performance class entirely. The NVIDIA card also supports ray tracing and tensor cores, features the AMD card does not have.

The AMD Radeon Pro VII retains a niche for specific use cases. Its 1.02 TB/s memory bandwidth, achieved through HBM2 on a 4096-bit bus, is significantly higher than the NVIDIA card's 576.0 GB/s. For memory-bandwidth-intensive tasks that fit within 16 GB, the AMD card could be competitive. It also supports Metal, with a score of 108383, which the NVIDIA card does not have a recorded score for. However, the AMD card is end-of-life, and its 93rd percentile ranking reflects its age.

The practical recommendation is straightforward. For current workstation workloads, the NVIDIA RTX 5000 Ada Generation is the superior choice based on measured performance, architectural features, and active production status. The AMD Radeon Pro VII should only be considered for legacy systems, Metal-specific pipelines, or tasks where its unique memory bandwidth advantage is the defining requirement. The benchmark data does not show any scenario where the AMD card wins, so the NVIDIA card is the default pick for any new build.