AMD Radeon AI PRO R9700 vs NVIDIA RTX PRO 2000 Blackwell Comparison

The benchmark data presents a clear split between these two workstation GPUs: the AMD Radeon AI PRO R9700 wins the majority of head-to-head tests, but the NVIDIA RTX PRO 2000 Blackwell secures a decisive victory in one key API benchmark and edges out a win in 2D performance. The R9700’s overall average benchmark score of 23,315 places it in the 69th percentile of all GPUs, while the RTX PRO 2000’s average of 25,269 sits in the 70th percentile, showing that despite the AMD card’s many wins, the NVIDIA card holds a slight edge in the aggregate metric.

Head-to-Head Benchmarks

The most dramatic difference appears in the Geekbench Vulkan test, where the NVIDIA RTX PRO 2000 Blackwell scores 113,865 against the AMD Radeon AI PRO R9700’s 63,550. This represents a 79.2% advantage for NVIDIA, the largest delta in any head-to-head comparison. The data indicates that workloads leveraging the Vulkan API will see substantially better performance on the NVIDIA card, likely due to architectural differences in how each GPU handles the API’s command processing and synchronization.

In the 3DMark Steel Nomad DX12 test, the AMD Radeon AI PRO R9700 dominates with a score of 7,006 versus NVIDIA’s 2,374.5, a 66.1% deficit for the RTX PRO 2000. This is the single biggest win for AMD across all benchmarks. The magnitude of this difference suggests that modern DX12 gaming and rendering workloads are heavily favored on the AMD architecture.

The compute-oriented benchmarks also favor AMD. In Passmark GPU Compute, the R9700 scores 15,300 against NVIDIA’s 8,396, a 45.1% advantage. Similarly, in Geekbench OpenCL, AMD leads with 118,202 versus NVIDIA’s 106,087, a 10.2% gap. These results indicate that raw compute throughput is significantly higher on the AMD side, which aligns with its FP32 rating of 47.84 TFLOPS compared to NVIDIA’s 17.03 TFLOPS.

DirectX legacy tests show consistent AMD wins with varying margins. In Passmark DirectX 11, AMD scores 272 versus NVIDIA’s 174, a 36% lead. Passmark DirectX 9 shows AMD ahead at 363 versus 241, a 33.6% margin. Passmark DirectX 10 gives AMD a 155-to-122 win, a 21.3% advantage. Even in Passmark DirectX 12, where the gap narrows, AMD still wins 83 to 80, a 3.6% margin.

The Passmark G3D test, which aggregates overall 3D performance, shows AMD ahead at 26,979 versus NVIDIA’s 20,049, a 25.7% difference. However, in the Passmark G2D test, NVIDIA flips the script with a 1,303-to-1,236 win, a 5.4% advantage, suggesting better 2D compositing and desktop rendering performance.

The Verdict

The data paints a clear picture: the AMD Radeon AI PRO R9700 is the stronger performer for compute-heavy and DX12-centric workloads, winning 8 of 10 head-to-head tests. Its 45.1% lead in GPU compute and 66.1% lead in 3DMark Steel Nomad make it the obvious choice for tasks like rendering, simulation, and AI inference that rely on raw FP32 throughput. The R9700’s 32 GB of memory and 644.6 GB/s bandwidth also provide a substantial capacity and bandwidth advantage over NVIDIA’s 16 GB and 288.0 GB/s, which is critical for large datasets.

The NVIDIA RTX PRO 2000 Blackwell wins the Vulkan benchmark by 79.2%, a massive margin that cannot be ignored. For users whose software stack is built around Vulkan — particularly certain CAD, DCC, and game-engine pipelines — the NVIDIA card will deliver markedly better performance. Its 5.4% win in Passmark G2D also indicates superior 2D desktop performance, which matters for multi-monitor productivity setups.

The overall average benchmark scores complicate the verdict: NVIDIA’s 25,269 average is actually 1,954 points higher than AMD’s 23,315, despite AMD winning more individual tests. This discrepancy arises because the Geekbench Vulkan score is a high outlier for NVIDIA, pulling its average up. The percentile rankings are nearly identical at 70 for NVIDIA and 69 for AMD, suggesting that in a broad mix of workloads, the two cards are closer than the head-to-head wins alone suggest.

Buyers focused on compute, DX12 gaming, or large-memory workloads should choose the AMD Radeon AI PRO R9700. Buyers running Vulkan-based applications or prioritizing 2D desktop responsiveness should choose the NVIDIA RTX PRO 2000 Blackwell. The AMD card’s launch MSRP is 1,299 USD.

FAQ

Q: Which GPU wins the most head-to-head benchmarks?

A: The AMD Radeon AI PRO R9700 wins 8 of 10 head-to-head tests, while the NVIDIA RTX PRO 2000 Blackwell wins 2.

Q: What is the largest performance difference in either direction?

A: The NVIDIA RTX PRO 2000 Blackwell leads by 79.2% in Geekbench Vulkan (113,865 vs 63,550), which is the biggest margin. The AMD Radeon AI PRO R9700 leads by 66.1% in 3DMark Steel Nomad DX12 (7,006 vs 2,374.5).

Q: How do the two cards compare in compute performance?

A: The AMD Radeon AI PRO R9700 scores 15,300 in Passmark GPU Compute versus NVIDIA’s 8,396, a 45.1% advantage. In Geekbench OpenCL, AMD leads 118,202 to 106,087, a 10.2% margin.

Q: Which GPU has higher overall average benchmark scores?

A: The NVIDIA RTX PRO 2000 Blackwell has an average benchmark score of 25,269, while the AMD Radeon AI PRO R9700 averages 23,315. NVIDIA’s percentile ranking is 70 versus AMD’s 69.

Q: Is there any benchmark where the NVIDIA card wins besides Vulkan?

A: Yes, the NVIDIA RTX PRO 2000 Blackwell wins the Passmark G2D test with 1,303 versus AMD’s 1,236, a 5.4% advantage.

Q: How close is the Passmark DirectX 12 result?

A: It is the closest head-to-head result, with the AMD Radeon AI PRO R9700 scoring 83 and the NVIDIA RTX PRO 2000 Blackwell scoring 80, a 3.6% difference.

Specification Differences

The two cards differ substantially in almost every measurable specification. The AMD Radeon AI PRO R9700 uses the Navi 48 chip on a 4 nm TSMC process, while the NVIDIA RTX PRO 2000 Blackwell uses the GB206 chip on a 5 nm TSMC process. AMD’s die is 357 mm² with 53,900 million transistors, giving a transistor density of 151.0M per mm²; NVIDIA’s die is 181 mm² with 21,900 million transistors, resulting in 121.0M per mm².

Memory configurations diverge sharply. The AMD card offers 32 GB of GDDR6 on a 256-bit bus with 644.6 GB/s bandwidth, while the NVIDIA card has 16 GB of GDDR7 on a 128-bit bus with 288.0 GB/s bandwidth. Clock speeds also favor AMD: its base clock is 1,660 MHz and boost clock is 2,920 MHz, versus NVIDIA’s 982 MHz base and 1,957 MHz boost. The AMD card also has a game clock of 2,350 MHz, which NVIDIA lacks.

Shading unit counts are similar — AMD has 4,096 versus NVIDIA’s 4,352 — but AMD has 256 TMUs and 128 ROPs versus NVIDIA’s 136 TMUs and 48 ROPs. AMD has 64 RT cores versus NVIDIA’s 34, and no tensor cores, while NVIDIA has 136 tensor cores. Pixel rate is 373.8 GPixel/s for AMD versus 93.94 GPixel/s for NVIDIA, and texture rate is 747.5 GTexel/s versus 266.2 GTexel/s. FP32 and FP16 performance are both 47.84 TFLOPS for AMD and 17.03 TFLOPS for NVIDIA.

Power and physical requirements differ greatly. The AMD card has a 300 W TDP with a 700 W suggested PSU and a 1x 16-pin power connector, while the NVIDIA card has a 70 W TDP with a 250 W suggested PSU and no power connectors. The AMD card is 267 mm long, 111 mm tall, and 40 mm wide; the NVIDIA card is 167 mm long, 69 mm tall, and 20 mm wide. Both are dual-slot. The AMD card uses PCIe 5.0 x16, while NVIDIA uses PCIe 5.0 x8. Display outputs are 1x HDMI 2.1b and 3x DisplayPort 2.1a for AMD, versus 4x mini-DisplayPort 2.1b for NVIDIA.

Architecture Differences

The architectural split is fundamental. The NVIDIA RTX PRO 2000 Blackwell is built on Blackwell 2.0 architecture, part of the Blackwell PRO W (x000) generation, while the AMD Radeon AI PRO R9700 uses RDNA 4.0, part of the Radeon Pro Navi (Navi IV Series) generation. Both support DirectX 12 Ultimate (12_2), OpenGL 4.6, and Vulkan 1.4, so API feature levels are identical.

NVIDIA’s Blackwell 2.0 design includes 34 RT cores and 136 tensor cores, enabling dedicated ray tracing and AI acceleration hardware. AMD’s RDNA 4.0 has 64 RT cores but no tensor cores, relying on its higher raw FP32 throughput of 47.84 TFLOPS versus NVIDIA’s 17.03 TFLOPS for compute-heavy tasks. The transistor counts reflect different design philosophies: AMD packs 53,900 million transistors into 357 mm², while NVIDIA fits 21,900 million into 181 mm².

Memory architecture also diverges. AMD uses GDDR6 with a 256-bit bus for 644.6 GB/s bandwidth, while NVIDIA uses GDDR7 with a 128-bit bus for 288.0 GB/s. The AMD card’s memory clock is 2,518 MHz (20.1 Gbps effective), while NVIDIA’s is 1,125 MHz (18 Gbps effective). The NVIDIA card has a 1:1 FP16 to FP32 ratio, and the AMD card also lists 47.84 TFLOPS for both FP32 and FP16, indicating a 1:1 ratio as well.

The release timing differs slightly, with AMD debuting on 2025-07-22 and NVIDIA on 2025-08-10. NVIDIA’s predecessor is Workstation Ada, while AMD’s predecessor is Radeon Pro Vega. Both are currently listed as Active in production status. The bus interface difference — PCIe 5.0 x16 versus PCIe 5.0 x8 — may affect bandwidth-sensitive workloads, though benchmark data does not directly quantify this impact.

Where Each One Wins

The AMD Radeon AI PRO R9700 is the clear winner for compute-intensive and memory-hungry workloads. Its 45.1% lead in Passmark GPU Compute and 66.1% lead in 3DMark Steel Nomad DX12 make it the preferred choice for tasks like 3D rendering, simulation, scientific computing, and any workload that can utilize its 32 GB of VRAM and 644.6 GB/s bandwidth. The 25.7% win in Passmark G3D further cements its position for general 3D graphics performance. Its 10.2% lead in Geekbench OpenCL also makes it the better option for OpenCL-based compute frameworks.

The NVIDIA RTX PRO 2000 Blackwell wins in two specific areas. Its 79.2% advantage in Geekbench Vulkan is massive, indicating that Vulkan-based applications — common in professional CAD, game engines, and some DCC tools — will run significantly faster on this card. The 5.4% win in Passmark G2D suggests better 2D desktop compositing and window management, which is relevant for multi-monitor setups or applications with complex 2D interfaces.

For legacy DirectX workloads, the AMD card wins every generation from 9 through 12, though the margins shrink as the API gets newer. DirectX 9 shows a 33.6% lead for AMD, DirectX 10 shows 21.3%, DirectX 11 shows 36%, and DirectX 12 shows only 3.6%. This suggests that older DirectX titles and applications are generally faster on AMD, while the gap narrows in modern DX12 workloads.

The overall average benchmark score favors NVIDIA at 25,269 versus AMD’s 23,315, but this is heavily influenced by the Vulkan outlier. In practical terms, the choice hinges on API and workload type: AMD for compute, DX12, and large-memory tasks; NVIDIA for Vulkan and 2D desktop performance.