AMD Radeon PRO W7700 vs NVIDIA RTX 5000 Ada Generation Comparison

NVIDIA RTX 5000 Ada Generation and AMD Radeon PRO W7700 are two workstation graphics cards targeting similar professional workloads, yet the benchmark data reveals a substantial performance gulf between them. In the two available cross-platform tests, the NVIDIA RTX 5000 Ada Generation decisively outperforms the AMD Radeon PRO W7700, securing a 2–0 win tally. The NVIDIA card achieves an average benchmark score of 184,664, placing it in the 98th percentile of all GPUs, while the AMD card scores 118,976 on average, landing in the 95th percentile. These figures alone suggest that while both are high-end workstation parts, the NVIDIA offering operates in a distinctly higher performance tier.

Head-to-Head Benchmarks

The most direct comparison comes from the Geekbench OpenCL test, where the NVIDIA RTX 5000 Ada Generation scores 175,286 against the AMD Radeon PRO W7700’s 108,245. This represents a 61.9% advantage for the NVIDIA card—a massive lead that underscores the raw compute disparity between the two architectures. The NVIDIA GPU’s shading unit count of 12,800 versus AMD’s 3,072 explains much of this gap, as does the difference in FP32 throughput: 65.28 TFLOPS for NVIDIA compared to 31.95 TFLOPS for AMD. In absolute terms, the NVIDIA card delivers more than twice the single-precision floating-point performance, which directly translates to the OpenCL workload advantage.

In the Geekbench Vulkan test, the NVIDIA RTX 5000 Ada Generation again takes the lead, scoring 194,041 versus the AMD Radeon PRO W7700’s 129,706. The delta here is 49.6%, slightly narrower than the OpenCL margin but still a commanding victory. The Vulkan result reflects not only raw compute but also driver optimization and API-level efficiency; the NVIDIA card’s 100 RT cores and 400 tensor cores likely contribute to its stronger showing in this graphics-focused benchmark. The AMD card’s 48 RT cores and lack of dedicated tensor cores place it at a structural disadvantage in workloads that leverage these specialized units.

Looking at the broader competitive landscape, the NVIDIA RTX 5000 Ada Generation’s average score of 184,664 puts it 0.5% ahead of the NVIDIA A100 SXM4 80 GB (183,725) and 1.4% ahead of the NVIDIA RTX PRO 5000 Blackwell (182,109). It trails the NVIDIA A100 SXM4 40 GB (187,147) by 1.3%. These comparisons show that the RTX 5000 Ada Generation sits comfortably in flagship territory, trading blows with data-center optimized accelerators. The AMD Radeon PRO W7700, by contrast, sits 1.3% ahead of the NVIDIA GB10 (117,393) and 1.6% ahead of the NVIDIA RTX 4000 SFF Ada Generation (117,088), suggesting it competes with mid-range professional cards rather than top-tier offerings.

Where Each One Wins

The NVIDIA RTX 5000 Ada Generation wins decisively in every measured benchmark category. In OpenCL, its 61.9% lead over the AMD card is driven by its superior FP32 throughput and higher shading unit count, making it the clear choice for compute-heavy tasks like simulation, rendering, and scientific analysis. In Vulkan, the 49.6% advantage indicates that the NVIDIA card also excels in graphics-intensive workloads, including real-time visualization and GPU-accelerated rendering pipelines that utilize Vulkan’s low-overhead API. The card’s 32 GB of GDDR6 memory, compared to AMD’s 16 GB, also provides a significant capacity advantage for large datasets, though both share the same 576.0 GB/s bandwidth and 256-bit bus width.

The AMD Radeon PRO W7700, despite losing both head-to-head tests, still has specific strengths that make it viable in certain scenarios. Its 2:1 FP16 ratio (63.90 TFLOPS versus 31.95 TFLOPS FP32) suggests it can handle half-precision workloads more efficiently than the NVIDIA card’s 1:1 ratio (65.28 TFLOPS FP16 and FP32), which could benefit AI inference or certain scientific workloads that favor FP16 precision. However, this advantage is theoretical and not reflected in the benchmark data, which shows AMD trailing substantially in both tests. The AMD card’s lower TDP of 190 W versus NVIDIA’s 250 W, along with its smaller 346 mm² die size and 28,100 million transistors, indicates it is a more power-efficient and physically smaller part, though the data does not quantify the power draw difference in performance-per-watt terms.

For users prioritizing raw performance, the NVIDIA card is the unequivocal winner across all tested metrics. The AMD card’s only potential niche would be in power-constrained environments or where its DisplayPort 2.1 outputs (versus NVIDIA’s DisplayPort 1.4a) are required for specific display configurations, though neither factor appears in the benchmark scores.

The Verdict

The data is unambiguous: the NVIDIA RTX 5000 Ada Generation is the superior performer in every benchmark category measured. Its 61.9% OpenCL and 49.6% Vulkan leads over the AMD Radeon PRO W7700 are substantial enough to classify this as a one-sided comparison. Users who require maximum compute throughput, whether for professional 3D rendering, scientific simulation, or GPU-accelerated analytics, should select the NVIDIA card based on its 65.28 TFLOPS FP32 performance and 32 GB memory capacity. The card’s 98th percentile ranking and its proximity to data-center parts like the NVIDIA A100 SXM4 80 GB (0.5% ahead) reinforce its flagship status.

The AMD Radeon PRO W7700 is not without merit; its 95th percentile ranking places it above the majority of GPUs, and its 4.4% lead over the NVIDIA RTX A5500 Mobile (113,944) shows it outperforms some professional mobile parts. However, in a direct head-to-head with the RTX 5000 Ada Generation, the AMD card is outclassed by a wide margin. The 2:1 FP16 ratio and lower power consumption are notable architectural differences, but they do not translate into benchmark victories in the tested workloads. For users who prioritize the specific features of the AMD card—such as DisplayPort 2.1 outputs or lower system power requirements—the W7700 might be acceptable, but the performance data strongly favors NVIDIA for any compute-intensive professional workflow.

FAQ

Q: How much faster is the NVIDIA RTX 5000 Ada Generation than the AMD Radeon PRO W7700 in OpenCL?

A: The NVIDIA card scores 175,286 in Geekbench OpenCL, which is 61.9% higher than the AMD card’s 108,245.

Q: What is the memory capacity difference between the two cards?

A: The NVIDIA RTX 5000 Ada Generation has 32 GB of GDDR6 memory, while the AMD Radeon PRO W7700 has 16 GB of GDDR6 memory. Both use a 256-bit bus and offer 576.0 GB/s bandwidth.

Q: Which card has a higher FP32 compute throughput?

A: The NVIDIA RTX 5000 Ada Generation delivers 65.28 TFLOPS FP32, which is more than double the AMD Radeon PRO W7700’s 31.95 TFLOPS FP32.

Q: How do the two cards rank among all GPUs?

A: The NVIDIA RTX 5000 Ada Generation is in the 98th percentile, while the AMD Radeon PRO W7700 is in the 95th percentile of all GPUs.

Q: What is the closest rival to the NVIDIA RTX 5000 Ada Generation?

A: The NVIDIA A100 SXM4 80 GB is the closest rival, with an average score of 183,725, just 0.5% lower than the RTX 5000 Ada Generation’s 184,664.

Q: Does the AMD card have any architectural advantage?

A: The AMD Radeon PRO W7700 has a 2:1 FP16 ratio (63.90 TFLOPS), meaning it can process half-precision data at twice its FP32 rate, whereas the NVIDIA card has a 1:1 ratio (65.28 TFLOPS FP16 and FP32).

Architecture Differences

The NVIDIA RTX 5000 Ada Generation is built on the AD102 chip using the Ada Lovelace architecture, manufactured on TSMC’s 5 nm process. It contains 76,300 million transistors across a 609 mm² die, yielding a transistor density of 125.3 million per mm². The GPU features 12,800 shading units, 400 texture mapping units, and 176 ROPs, along with 100 RT cores and 400 tensor cores. Its base clock is 1155 MHz with a boost of 2550 MHz, and it achieves a pixel rate of 448.8 GPixel/s and a texture rate of 1,020.0 GTexel/s. The card uses dual-slot cooling with a single 16-pin power connector and requires a 600 W power supply.

The AMD Radeon PRO W7700 uses the Navi 32 chip with the RDNA 3.0 architecture, also fabricated on TSMC’s 5 nm process. It packs 28,100 million transistors on a 346 mm² die, resulting in a lower transistor density of 81.2 million per mm². The GPU has 3,072 shading units, 192 TMUs, 96 ROPs, and 48 RT cores, but no dedicated tensor cores. Its base clock is 1900 MHz with a boost of 2600 MHz, achieving a pixel rate of 249.6 GPixel/s and a texture rate of 499.2 GTexel/s. The card is dual-slot with a single 8-pin power connector and a 450 W suggested power supply.

Key architectural differences include the NVIDIA card’s significantly higher transistor count (76,300 million versus 28,100 million) and larger die (609 mm² versus 346 mm²), which directly contribute to its 12800 shading units versus AMD’s 3072. The NVIDIA card’s 400 tensor cores provide dedicated AI acceleration hardware that the AMD card lacks entirely. Memory configurations are similar in bandwidth (both 576.0 GB/s) and bus width (both 256-bit), but the NVIDIA card doubles the capacity to 32 GB. Display outputs differ, with NVIDIA offering 4x DisplayPort 1.4a and AMD offering 4x DisplayPort 2.1. Both cards support DirectX 12 Ultimate (12_2), OpenGL 4.6, and Vulkan 1.4, and both use PCIe 4.0 x16 interfaces. The NVIDIA card boosts to a higher 2550 MHz in its boost clock, which is 50 MHz lower than AMD’s 2600 MHz, yet the NVIDIA architecture’s raw compute advantages in shading units and FP32 throughput prove decisive in the benchmark results.