AMD Radeon AI PRO R9700S vs NVIDIA RTX 2000 Ada Generation Comparison

AMD Radeon AI PRO R9700S vs NVIDIA RTX 2000 Ada Generation

The database contains no direct head-to-head benchmark runs for the AMD Radeon AI PRO R9700S against the NVIDIA RTX 2000 Ada Generation, so the comparison relies on the recorded specifications and the available benchmark scores for the RTX 2000 Ada Generation. The AMD Radeon AI PRO R9700S carries a percentile rank of 50 among all tested GPUs, while the NVIDIA RTX 2000 Ada Generation ranks higher at percentile 63. The RTX 2000 Ada Generation posts an average benchmark score of 18954 across its recorded tests, a figure that places it within a narrow band of comparable workstation and consumer cards. Its nearest measured rivals include the NVIDIA Quadro K6000 with an average score of 19030 (0.4% higher), the AMD Radeon RX 6600 with 19036 (0.4% higher), the NVIDIA Tesla K80 with 18866 (0.5% lower), and the NVIDIA GeForce RTX 4050 Mobile with 19049 (0.5% higher). Those deltas are small, indicating that the RTX 2000 Ada Generation sits in a tightly clustered performance tier. For the Radeon AI PRO R9700S, no benchmark scores or rival deltas are recorded in the database, so its relative standing must be inferred from its hardware specifications and its percentile placement.

Head-to-Head Benchmarks

Because the database does not list any direct benchmark comparisons between these two cards, the quantitative comparison must rely on the RTX 2000 Ada Generation's measured scores and the Radeon AI PRO R9700S's raw specification data. The RTX 2000 Ada Generation delivers a Passmark G3D score of 16927, a Passmark GPU Compute score of 7834, a Geekbench OpenCL score of 78074, and a Geekbench Vulkan score of 83360. In the 3DMark Steel Nomad DX12 test, it records 1767 points. Its Passmark legacy DirectX results are 216 in DirectX 9, 138 in DirectX 11, 82 in DirectX 10, and 71 in DirectX 12, with a Passmark G2D score of 1072.

The Radeon AI PRO R9700S has no recorded benchmark scores in the database, which limits the scope of direct inference. However, its specification sheet shows an FP32 throughput of 47.84 TFLOPS and an FP16 throughput of 47.84 TFLOPS, compared to the RTX 2000 Ada Generation's 12.00 TFLOPS in both FP32 and FP16. That is a large arithmetic gap, roughly four times the raw floating-point rate, but the absence of measured benchmark results for the AMD card means that real-world performance cannot be confirmed from the database. The RTX 2000 Ada Generation's texture rate is 187.4 GTexel/s and its pixel rate is 102.2 GPixel/s, while the Radeon AI PRO R9700S lists 747.5 GTexel/s and 373.8 GPixel/s, again indicating a substantial specification advantage for the AMD part on paper.

The RTX 2000 Ada Generation's closest rivals all sit within 0.5% of its average score, which suggests that its measured performance is consistent with cards like the AMD Radeon RX 6600 and the NVIDIA Quadro K6000. The Radeon AI PRO R9700S, with no recorded scores, cannot be placed on that same measured scale. Its percentile rank of 50, lower than the RTX 2000 Ada Generation's 63, indicates that when the AMD card is ranked against the full database of GPUs, it sits at the midpoint, whereas the NVIDIA card sits above the majority of tested units.

FAQ

Q: Which card has a higher percentile rank in the database?

A: The NVIDIA RTX 2000 Ada Generation ranks at percentile 63 among all GPUs, while the AMD Radeon AI PRO R9700S ranks at percentile 50.

Q: What is the average benchmark score for the RTX 2000 Ada Generation?

A: The RTX 2000 Ada Generation records an average benchmark score of 18954 across its tested workloads.

Q: Does the database include any benchmark scores for the AMD Radeon AI PRO R9700S?

A: No benchmark scores are recorded for the AMD card; its average benchmark score is listed as 0 and its nearest rivals list is empty.

Q: How does the RTX 2000 Ada Generation compare to its nearest measured rivals?

A: It is 0.4% below the NVIDIA Quadro K6000, 0.4% below the AMD Radeon RX 6600, 0.5% above the NVIDIA Tesla K80, and 0.5% below the NVIDIA GeForce RTX 4050 Mobile.

Q: What is the launch MSRP of the RTX 2000 Ada Generation?

A: The RTX 2000 Ada Generation has a launch MSRP of 649 USD.

Q: Which card has the larger memory capacity?

A: The AMD Radeon AI PRO R9700S has 32 GB of GDDR6 memory, while the NVIDIA RTX 2000 Ada Generation has 16 GB of GDDR6 memory.

The Verdict

The data supports a clear split based on workload type. The AMD Radeon AI PRO R9700S offers a much larger memory pool (32 GB versus 16 GB), a wider 256-bit memory bus versus 128-bit, and significantly higher bandwidth (644.6 GB/s versus 256.0 GB/s). It also lists higher raw compute rates, with 47.84 TFLOPS FP32 compared to 12.00 TFLOPS for the NVIDIA card. For workloads that depend on raw floating-point arithmetic, memory capacity, and memory bandwidth, the AMD card's specification sheet points to a strong advantage, provided the software can use RDNA 4.0 resources effectively.

The NVIDIA RTX 2000 Ada Generation, by contrast, is the only one of the two with measured benchmark data. Its average score of 18954 and percentile rank of 63 confirm that it delivers solid, verifiable performance in the database's test suite. It also has a much lower power draw, with a TDP of 70 W versus 300 W for the AMD card, and it requires no external power connectors. Its small physical footprint (168 mm length, 69 mm height versus 267 mm and 109 mm for the AMD card) makes it suitable for compact chassis. The RTX 2000 Ada Generation also includes 88 tensor cores, a feature absent from the AMD card's specification sheet.

The AMD card has no measured scores, so a user who relies on the database's benchmark results can only confirm the NVIDIA card's performance. A user who prioritizes memory capacity, bandwidth, and theoretical compute throughput would find the AMD card's specification sheet more attractive. The RTX 2000 Ada Generation's nearest rivals all score within 0.5% of it, which indicates that its measured performance is typical for its tier rather than exceptional. The Radeon AI PRO R9700S's lower percentile rank, despite its larger specifications, suggests that the database's overall ranking does not place it above the NVIDIA card, though the lack of direct benchmark data for the AMD card prevents a definitive measured comparison.

Specification Differences

The two cards differ in almost every major specification field. The AMD Radeon AI PRO R9700S uses 4096 shading units, 256 texture mapping units, and 128 ROPs, while the NVIDIA RTX 2000 Ada Generation uses 2816 shading units, 88 TMUs, and 48 ROPs. The AMD card has 64 ray tracing cores, while the NVIDIA card has 22 ray tracing cores and 88 tensor cores. The AMD card's base clock is 1660 MHz with a boost clock of 2920 MHz and a game clock of 2350 MHz, while the NVIDIA card has a base clock of 1620 MHz and a boost clock of 2130 MHz, with no game clock listed. Memory clocks differ as well: the AMD card runs at 2518 MHz with 20.1 Gbps effective data rate, while the NVIDIA card runs at 2000 MHz with 16 Gbps effective.

Memory configuration is a major divider. The AMD card has 32 GB of GDDR6 on a 256-bit bus, yielding 644.6 GB/s bandwidth. The NVIDIA card has 16 GB of GDDR6 on a 128-bit bus, yielding 256.0 GB/s bandwidth. The AMD card is built on a 4 nm process with 53,900 million transistors on a 357 mm² die, while the NVIDIA card uses a 5 nm process with 18,900 million transistors on a 159 mm² die. Transistor density is 151.0M per mm² for the AMD card and 118.9M per mm² for the NVIDIA card. The AMD card has a TDP of 300 W, requires a 16-pin power connector, and suggests a 700 W power supply, while the NVIDIA card has a TDP of 70 W, requires no power connector, and suggests a 250 W power supply.

Interface and display output differences are also recorded. The AMD card uses PCIe 5.0 x16, while the NVIDIA card uses PCIe 4.0 x8. Display outputs are 4x DisplayPort 2.1a for the AMD card and 4x mini-DisplayPort 1.4a for the NVIDIA card. Physical dimensions differ sharply: the AMD card is 267 mm long, 109 mm high, and 39 mm wide, while the NVIDIA card is 168 mm long and 69 mm high, with no width recorded. Both cards are dual-slot designs, use TSMC as the foundry, and support DirectX 12 Ultimate (12_2), OpenGL 4.6, and Vulkan 1.4. The NVIDIA card has a launch MSRP of 649 USD; the AMD card has no launch MSRP recorded.

Architecture Differences

The architectural split is fundamental. The AMD Radeon AI PRO R9700S is built on RDNA 4.0 with the Navi 48 chip, part of the Radeon Pro Navi (Navi IV Series) generation. The NVIDIA RTX 2000 Ada Generation is built on Ada Lovelace with the AD107 chip, part of the Workstation Ada (x000A) generation. The process nodes differ: 4 nm for AMD versus 5 nm for NVIDIA, both from TSMC. The AMD card's predecessor is the Radeon Pro Vega, while the NVIDIA card's predecessor is Workstation Ampere and its successor is Blackwell PRO W.

The AMD card's compute architecture emphasizes a large number of shading units (4096) and ray tracing cores (64), with no tensor cores listed. The NVIDIA card has fewer shading units (2816) and ray tracing cores (22), but it includes 88 tensor cores, which are not present on the AMD card's specification sheet. The AMD card's FP16 and FP32 throughput are identical at 47.84 TFLOPS, indicating a 1:1 ratio. The NVIDIA card also lists a 1:1 ratio, but at 12.00 TFLOPS.

Cache and memory hierarchy details are not fully specified in the database, but the recorded numbers show a large difference in raw bandwidth and capacity. The AMD card's 32 GB memory pool at 644.6 GB/s versus the NVIDIA card's 16 GB at 256.0 GB/s suggests that the AMD architecture is designed for larger data sets and higher throughput, while the NVIDIA architecture, with its lower power draw and tensor cores, is oriented toward efficiency and AI-adjacent workloads. The AMD card's higher pixel rate (373.8 GPixel/s versus 102.2 GPixel/s) and texture rate (747.5 GTexel/s versus 187.4 GTexel/s) further reinforce its raw throughput orientation.

Where Each One Wins

The AMD Radeon AI PRO R9700S wins on every recorded memory and throughput metric. It has double the memory capacity, double the memory bus width, 2.5 times the memory bandwidth, roughly four times the FP32 throughput, roughly four times the texture rate, and roughly 3.7 times the pixel rate. It also has more shading units, more TMUs, more ROPs, and more ray tracing cores. For workloads that saturate memory bandwidth or demand very high floating-point throughput, the AMD card's specification sheet indicates a decisive advantage. Its larger frame buffer (32 GB versus 16 GB) also suggests it can hold larger models, larger textures, or larger working sets before spilling to system memory.

The NVIDIA RTX 2000 Ada Generation wins on measured benchmark presence, efficiency, and physical integration. It is the only card with recorded benchmark scores, and its average score of 18954 places it at percentile 63, above the AMD card's percentile 50. Its 70 W TDP and lack of a power connector make it far easier to install in systems with modest power budgets, and its smaller dimensions (168 mm length versus 267 mm) allow it to fit in shorter chassis. The inclusion of 88 tensor cores gives it a feature that the AMD card does not list, which may matter for software that uses tensor core acceleration. The NVIDIA card's nearest rivals all sit within 0.5% of its average score, so its measured performance is consistent with a known performance tier.

The database records no benchmark wins for either card in a direct comparison, and the Radeon AI PRO R9700S has no measured scores at all. The practical split is therefore: choose the AMD card for memory-heavy or compute-heavy workloads based on its specification advantages, and choose the NVIDIA card for verified performance, low power draw, compact size, and tensor core support. The RTX 2000 Ada Generation's launch MSRP of 649 USD provides a reference point, while the AMD card has no listed launch MSRP.