AMD Radeon AI PRO R9700S vs Intel Data Center GPU Max Subsystem Comparison

Head-to-Head Benchmarks

The recorded database contains no head-to-head benchmark entries for the AMD Radeon AI PRO R9700S and the Intel Data Center GPU Max Subsystem. Both parts also show an average benchmark score of 0 and hold a 50th percentile position among all GPUs in the database. With zero wins recorded for either side, the direct comparison must be built entirely from architectural specifications and feature sets rather than measured performance deltas.

The absence of benchmark data does not indicate parity. It reflects the different target environments for these two accelerators. The AMD part is a workstation-oriented card with display outputs, while the Intel part is a compute subsystem with no display outputs at all. Their physical scale, power delivery, and memory subsystems diverge sharply, and those differences will dominate any workload-specific outcome.

Architecture Differences

The AMD Radeon AI PRO R9700S uses the Navi 48 chip built on RDNA 4.0 architecture. It is manufactured on a 4 nm process at TSMC. The Intel Data Center GPU Max Subsystem uses the Ponte Vecchio chip built on Generation 12.5 architecture. It is manufactured on a 10 nm process at Intel. The AMD chip packs 53,900 million transistors into a 357 mm² die, producing a transistor density of 151.0M per mm². The Intel chip contains 100,000 million transistors across a 1280 mm² die, yielding a density of 78.1M per mm². The AMD design achieves nearly double the transistor density of the Intel part.

Clock behavior differs substantially. The AMD card operates with a base clock of 1660 MHz, a boost clock of 2920 MHz, and a game clock of 2350 MHz. The Intel subsystem runs at a 900 MHz base and a 1600 MHz boost. The AMD part's boost clock is 1320 MHz higher. Memory clocks also differ: the AMD card runs at 2518 MHz with 20.1 Gbps effective data rate, while the Intel subsystem runs at 1565 MHz with 3.1 Gbps effective.

Memory capacity and bandwidth favor the Intel subsystem heavily. The AMD card provides 32 GB of GDDR6 across a 256-bit bus, delivering 644.6 GB/s. The Intel subsystem provides 128 GB of HBM2e across an 8192-bit bus, delivering 3.21 TB/s. That is four times the capacity and roughly five times the bandwidth. The bus width difference is extreme: 8192-bit versus 256-bit.

Compute resources also differ in scale. The AMD card has 4096 shading units, 256 texture mapping units, 128 render output units, and 64 ray tracing cores. The Intel subsystem has 16384 shading units, 1024 texture mapping units, 0 render output units, and 128 ray tracing cores. The AMD part's pixel rate is 373.8 GPixel/s; the Intel part's pixel rate is 0 MPixel/s, which is consistent with a device that has no display outputs. The texture rates are 747.5 GTexel/s for AMD and 1,638.4 GTexel/s for Intel. Floating-point throughput is close: the AMD card delivers 47.84 TFLOPS in both FP32 and FP16 (1:1), while the Intel subsystem delivers 52.43 TFLOPS in both FP32 and FP16 (1:1). The Intel part leads by 4.59 TFLOPS in each precision.

Power and cooling requirements separate these products completely. The AMD card has a 300 W TDP, a dual-slot cooler, a single 16-pin power connector, and a suggested PSU of 700 W. The Intel subsystem has a 2400 W TDP, a dual-slot form factor, a single 16-pin power connector, and a suggested PSU of 2800 W. The Intel subsystem consumes eight times the power of the AMD card.

API support differs as well. The AMD card supports DirectX 12 Ultimate (12_2), OpenGL 4.6, and Vulkan 1.4. The Intel subsystem supports DirectX 12 (12_1) and OpenGL 4.6, with no Vulkan entry in the database. The AMD part includes four DisplayPort 2.1a outputs; the Intel part has no outputs. Both use a PCIe 5.0 x16 bus interface. Both measure 267 mm in length, with the AMD card also listing a height of 109 mm and width of 39 mm.

The Verdict

The data points to two different deployment scenarios. The AMD Radeon AI PRO R9700S suits workloads that require display output, moderate power draw, and a compact dual-slot footprint. It carries 32 GB of GDDR6, supports DirectX 12 Ultimate and Vulkan 1.4, and delivers 47.84 TFLOPS in FP32 and FP16. Its 300 W TDP and 700 W suggested PSU place it within conventional workstation power envelopes.

The Intel Data Center GPU Max Subsystem targets compute-dense installations where display output is irrelevant. It provides 128 GB of HBM2e with 3.21 TB/s of bandwidth, 52.43 TFLOPS in FP32 and FP16, and 16384 shading units. The 2400 W TDP and 2800 W suggested PSU indicate a rack-scale deployment rather than a desktop workstation component. The lack of render output units and display outputs confirms its role as a pure compute accelerator.

The AMD card's release date is 2025-12-10, while the Intel subsystem's release date is 2023-01-09. The Intel part's successor is listed as H3C Graphics. The AMD part's predecessor is listed as Radeon Pro Vega. Both parts remain in active production. No launch MSRP is recorded for either product.

FAQ

Q: Which GPU has higher FP32 performance?

A: The Intel Data Center GPU Max Subsystem delivers 52.43 TFLOPS in FP32, compared to 47.84 TFLOPS for the AMD Radeon AI PRO R9700S.

Q: What are the memory capacity and bandwidth differences?

A: The AMD card has 32 GB of GDDR6 on a 256-bit bus with 644.6 GB/s bandwidth. The Intel subsystem has 128 GB of HBM2e on an 8192-bit bus with 3.21 TB/s bandwidth.

Q: Does the Intel Data Center GPU Max Subsystem support display output?

A: No. The Intel subsystem has no display outputs and a pixel rate of 0 MPixel/s. The AMD card has four DisplayPort 2.1a outputs and a pixel rate of 373.8 GPixel/s.

Q: Which GPU supports Vulkan?

A: The AMD Radeon AI PRO R9700S supports Vulkan 1.4. The Intel subsystem has no Vulkan entry in the database.

Q: What is the transistor count for each chip?

A: The AMD Navi 48 chip contains 53,900 million transistors. The Intel Ponte Vecchio chip contains 100,000 million transistors.

Q: How do the power requirements compare?

A: The AMD card has a 300 W TDP and a suggested PSU of 700 W. The Intel subsystem has a 2400 W TDP and a suggested PSU of 2800 W.

Where Each One Wins

The AMD Radeon AI PRO R9700S wins in scenarios that value efficiency, display integration, and modern graphics API coverage. Its 300 W TDP versus 2400 W is a decisive advantage for any environment with limited power delivery or cooling capacity. The four DisplayPort 2.1a outputs make it usable for visualization, rendering review, or any task that needs a monitor attached. Its support for DirectX 12 Ultimate (12_2) and Vulkan 1.4 gives it broader compatibility with current graphics APIs. The 2920 MHz boost clock and 373.8 GPixel/s pixel rate indicate strong rasterization throughput for its class. The 4 nm TSMC process and 151.0M per mm² transistor density reflect a modern, power-efficient design.

The Intel Data Center GPU Max Subsystem wins in scenarios that demand maximum memory capacity, memory bandwidth, and raw compute throughput. Its 128 GB HBM2e pool is four times larger than the AMD card's 32 GB, and its 3.21 TB/s bandwidth is roughly five times higher. That combination suits large datasets, deep neural network training, or memory-bound compute kernels that cannot fit within 32 GB. Its 52.43 TFLOPS in both FP32 and FP16 gives it a 4.59 TFLOPS edge in raw floating-point throughput. The 16384 shading units and 1024 texture mapping units are four times the AMD card's counts, and the 1,638.4 GTexel/s texture rate is more than double. The 128 ray tracing cores double the AMD card's 64.

The AMD card also wins on physical practicality. Its 267 mm length matches the Intel subsystem, but its 109 mm height and 39 mm width define a standard dual-slot card. The Intel subsystem lists no height or width in the database, which suggests a non-standard form factor. The AMD card's 700 W suggested PSU is within reach of typical workstation power supplies, while the Intel subsystem's 2800 W requirement implies dedicated infrastructure.

The Intel subsystem wins on production timeline maturity. Its 2023-01-09 release date gives it a longer field history than the AMD card's 2025-12-10 release. Its successor, H3C Graphics, is already listed in the database, which indicates an established product cycle. The AMD card has no successor recorded, so its lifecycle is still early.

The AMD card wins on API completeness for graphics workloads. DirectX 12 Ultimate (12_2) support is a higher feature level than the Intel subsystem's DirectX 12 (12_1). Vulkan 1.4 support on the AMD card provides an additional compute and graphics path that the Intel subsystem lacks entirely. OpenGL 4.6 support is identical on both parts.

The Intel subsystem wins on memory bandwidth per watt and raw memory scale, but that advantage comes with an eightfold increase in TDP. The AMD card wins on power efficiency, display capability, and API breadth. The recorded data does not include any benchmark scores to settle which part is faster in a specific application. The selection between them should follow the workload: display-connected, power-constrained workstations favor the AMD part; large-memory, high-throughput compute deployments favor the Intel part.