AMD Radeon RX 7700 XT vs NVIDIA RTX PRO 2000 Blackwell Comparison

Head-to-Head Benchmarks

The head-to-head data shows a clear split between the two cards. The AMD Radeon RX 7700 XT wins six of the ten recorded benchmarks, while the NVIDIA RTX PRO 2000 Blackwell takes four. The most striking margin appears in Geekbench Vulkan, where the NVIDIA card scores 113865 against AMD's 46443, a 145.2% advantage. This is the single largest delta in either direction across the entire comparison.

The AMD card dominates compute-oriented workloads. In 3DMark Steel Nomad DX12, it scores 3316 versus NVIDIA's 2374.5, a 28.4% deficit for the RTX PRO. The Geekbench OpenCL result follows the same pattern: AMD posts 138383, NVIDIA manages 106087, a 23.3% gap. Passmark GPU Compute shows the widest raw percentage difference for AMD: 12912 versus 8396, a 35% lead. These three results suggest that raw compute throughput is firmly on the AMD side.

However, the NVIDIA card wins in specific API-level tests. Beyond the Vulkan blowout, it leads in Passmark DirectX 10 (122 versus 119, a 2.5% margin) and DirectX 12 (80 versus 79, a 1.3% margin). It also wins the 2D workload test, scoring 1303 against AMD's 1161, a 12.2% advantage. These are narrower victories, but they indicate that NVIDIA retains an edge in certain legacy and 2D rendering paths.

The remaining benchmarks favor AMD by moderate margins. Passmark DirectX 11 shows AMD ahead at 232 versus 174, a 25% lead. Passmark DirectX 9 gives AMD 294 against NVIDIA's 241, an 18% difference. The overall Passmark G3D score leans AMD: 22547 versus 20049, an 11.1% gap. When averaged across all tests, the AMD card's aggregate score of 22549 sits below the NVIDIA card's 25269 average, yet the AMD card still wins the majority of individual tests. This paradox highlights how benchmark selection matters: AMD wins the heavy compute and modern API tests, while NVIDIA wins the Vulkan path and several older or lighter workloads.

Architecture Differences

The two cards come from different design philosophies. The NVIDIA RTX PRO 2000 Blackwell uses the GB206 chip on a 5 nm TSMC process, packing 21,900 million transistors across an 181 mm² die. That works out to a transistor density of 121.0M per mm². The AMD Radeon RX 7700 XT uses the Navi 32 chip, also on TSMC's 5 nm node, but with 28,100 million transistors on a much larger 346 mm² die. AMD's density is 81.2M per mm², meaning NVIDIA packs nearly 50% more transistors into each square millimeter.

The NVIDIA architecture is Blackwell 2.0, a generation described as "Blackwell PRO W (x000)" in the database. Its predecessor is listed as Workstation Ada. The AMD card belongs to the Radeon RX 7000 series, with the RDNA 3.0 architecture and the codename "Wheat Nas". Its predecessor is Navi II, and it has a successor listed as Navi IV. These are fundamentally different GPU families, one aimed at professional workstation tasks, the other at consumer gaming.

Shading unit counts differ substantially. The NVIDIA card has 4352 shading units, while AMD has 3456. However, AMD compensates with higher clock speeds: its base clock is 1435 MHz and boost clock is 2544 MHz, with a game clock of 2171 MHz. The NVIDIA card runs at a 982 MHz base and 1957 MHz boost. This clock advantage allows AMD to reach 35.17 TFLOPS FP32, exactly double NVIDIA's 17.03 TFLOPS. Both cards offer FP16 at a 1:1 ratio with FP32.

The memory subsystems are also distinct. NVIDIA uses 16 GB of GDDR7 on a 128 bit bus, delivering 288.0 GB/s bandwidth. AMD uses 12 GB of GDDR6 on a 192 bit bus, delivering 432.0 GB/s. AMD has a wider bus and higher bandwidth, while NVIDIA has more capacity and a newer memory type. The RTX PRO features 136 tensor cores, which AMD does not list any equivalent for. AMD has 54 ray tracing cores versus NVIDIA's 34, though the NVIDIA card does not expose a tensor core count in the same way.

Where Each One Wins

The AMD Radeon RX 7700 XT wins in scenarios that demand raw computational power. Its 35.17 TFLOPS FP32 output, combined with 549.5 GTexel/s texture rate and 244.2 GPixel/s pixel rate, makes it the stronger choice for GPU compute tasks that scale with shader throughput. The Passmark GPU Compute result, where AMD leads by 35%, and the OpenCL result, where it leads by 23.3%, confirm this. For users running OpenCL-based workloads or general compute benchmarks, the data clearly favors AMD.

The AMD card also wins in modern DX12 gaming workloads. The 3DMark Steel Nomad DX12 test shows a 28.4% lead, and the Passmark DirectX 11 test shows a 25% lead. These results suggest that the RX 7700 XT handles contemporary graphics APIs with more headroom. Its higher pixel rate (244.2 GPixel/s versus 93.94 GPixel/s) and texture rate (549.5 GTexel/s versus 266.2 GTexel/s) support this interpretation.

The NVIDIA RTX PRO 2000 Blackwell wins where its architecture excels at specific API paths. The Geekbench Vulkan result is a massive outlier: 145.2% ahead. This is not a small edge; it is a dominant victory. Users working with Vulkan-based applications should take notice. The NVIDIA card also wins in 2D workloads, with a 12.2% advantage in Passmark G2D, and narrowly edges ahead in DirectX 10 and DirectX 12 tests. For legacy DirectX paths and general 2D acceleration, NVIDIA holds the advantage.

The NVIDIA card also wins on power efficiency. Its TDP is 70 W versus AMD's 245 W, and it requires no power connectors while AMD needs two 8 pin connectors. The suggested PSU is 250 W for NVIDIA versus 550 W for AMD. This is not a benchmark score, but it is a significant operational difference. The NVIDIA card draws far less power and produces less heat, which matters for compact or thermally constrained systems.

Specification Differences

The two cards differ across nearly every physical and electrical specification. The most obvious difference is power consumption: NVIDIA lists a 70 W TDP, AMD lists 245 W. The NVIDIA card uses no power connectors, while AMD uses two 8 pin connectors. The suggested PSU ratings follow suit: 250 W for NVIDIA, 550 W for AMD. This makes the NVIDIA card far easier to install in small form factor systems.

Memory capacity and type differ: NVIDIA has 16 GB of GDDR7 on a 128 bit bus, AMD has 12 GB of GDDR6 on a 192 bit bus. Bandwidth favors AMD at 432.0 GB/s versus NVIDIA's 288.0 GB/s. The clock speeds are higher on AMD: base 1435 MHz versus 982 MHz, boost 2544 MHz versus 1957 MHz. AMD also has a game clock of 2171 MHz, which NVIDIA does not list.

The bus interface differs: NVIDIA uses PCIe 5.0 x8, AMD uses PCIe 4.0 x16. Display outputs also differ: NVIDIA provides 4x mini-DisplayPort 2.1b, AMD provides 1x HDMI 2.1a, 2x DisplayPort 2.1, and 1x USB Type C. Physical dimensions are dramatically different: NVIDIA measures 167 mm by 69 mm by 20 mm, AMD measures 267 mm by 135 mm by 50 mm. The AMD card is substantially larger in every dimension.

Shader resources differ: NVIDIA has 4352 shading units, 136 TMUs, 48 ROPs, 34 ray tracing cores, and 136 tensor cores. AMD has 3456 shading units, 216 TMUs, 96 ROPs, and 54 ray tracing cores, with no tensor core listing. The transistor counts are 21,900 million for NVIDIA and 28,100 million for AMD, while die sizes are 181 mm² and 346 mm² respectively. Both use TSMC's 5 nm process.

FAQ

Q: Which card wins in Vulkan performance?

A: The NVIDIA RTX PRO 2000 Blackwell wins decisively. In the Geekbench Vulkan test, it scores 113865 against AMD's 46443, a 145.2% advantage.

Q: Does the AMD card have more memory bandwidth?

A: Yes. The AMD Radeon RX 7700 XT provides 432.0 GB/s over a 192 bit GDDR6 bus, while the NVIDIA card provides 288.0 GB/s over a 128 bit GDDR7 bus.

Q: Which card is more power efficient?

A: The NVIDIA RTX PRO 2000 Blackwell. Its TDP is 70 W with no power connectors and a suggested 250 W PSU, while the AMD card has a 245 W TDP, two 8 pin connectors, and a suggested 550 W PSU.

Q: What is the transistor density difference?

A: The NVIDIA card has a density of 121.0M transistors per square millimeter, while the AMD card has 81.2M per square millimeter. NVIDIA packs more transistors into a smaller die (181 mm² versus 346 mm²).

Q: Which card wins the overall average benchmark score?

A: The NVIDIA card has a higher average benchmark score of 25269, while the AMD card averages 22549. However, AMD wins six of the ten individual head-to-head tests.

Q: Does the AMD card support tensor cores?

A: The database lists no tensor cores for the AMD Radeon RX 7700 XT. The NVIDIA card has 136 tensor cores, which are absent from the AMD specifications.

The Verdict

The data paints a clear picture for different use cases. The AMD Radeon RX 7700 XT is the stronger choice for raw compute throughput and modern gaming APIs. Its 35.17 TFLOPS FP32 output, 432.0 GB/s bandwidth, and wins across OpenCL, DirectX 11, DirectX 9, and 3DMark Steel Nomad make it the card for users who prioritize shader-heavy workloads and DX12 gaming. The 35% lead in Passmark GPU Compute and the 28.4% lead in Steel Nomad are substantial margins.

The NVIDIA RTX PRO 2000 Blackwell is the card for Vulkan-centric applications, legacy DirectX paths, 2D workloads, and power-constrained environments. The 145.2% Vulkan advantage is the single most decisive result in this comparison. Its 70 W TDP, no power connectors, and compact 167 mm length make it the practical choice for small form factor systems. The 16 GB memory capacity also exceeds AMD's 12 GB, which matters for memory-intensive tasks.

The percentile data places the NVIDIA card at the 70th percentile among all GPUs, while the AMD card sits at the 67th percentile. The NVIDIA card's nearest rivals include the AMD Radeon RX 6700M (1.4% behind), the AMD Radeon Pro W5700 (1.8% behind), and the NVIDIA GeForce RTX 3080 Ti Mobile (1.8% behind). The AMD card's nearest rivals include the NVIDIA GeForce RTX 5060 Mobile (0.5% behind) and the NVIDIA GeForce RTX 4060 Mobile (0.8% behind). These positioning data points suggest both cards sit in a competitive mid-range band, but the NVIDIA card edges ahead in overall standing.

For a professional workstation user running Vulkan-based visualization software, the RTX PRO 2000 Blackwell is the data-backed choice. For a gaming-focused user who wants maximum compute throughput and can accommodate a larger, more power-hungry card, the RX 7700 XT wins. The verdict depends on which benchmark matters most to the user. The data does not declare a single winner; it declares two winners in different domains.