AMD Radeon AI PRO R9700S vs Intel Data Center GPU Max 1350 Comparison

Where Each One Wins

The recorded data presents a clear division of purpose between these two accelerators. The AMD Radeon AI PRO R9700S is designed around rasterization throughput and display-centric workflows, while the Intel Data Center GPU Max 1350 is engineered for raw parallel compute and memory bandwidth in server environments. Neither device dominates the other across all categories; their wins are tied directly to their architectural priorities.

The AMD part wins in every metric related to pixel output and clock speed. Its pixel rate of 373.8 GPixel/s stands in stark contrast to the Intel part's 0 MPixel/s, which confirms the Intel accelerator has no display output capability whatsoever. The AMD card also delivers a higher FP32 compute figure at 47.84 TFLOPS versus 44.44 TFLOPS for Intel, a 3.40 TFLOPS advantage that matters for single-precision workloads. The AMD boost clock of 2920 MHz is nearly double the Intel boost of 1550 MHz, which explains why the AMD part can sustain higher throughput per compute unit despite having fewer total shaders.

The Intel Data Center GPU Max 1350 wins decisively in memory capacity and bandwidth. Its 96 GB of HBM2e memory dwarfs the 32 GB GDDR6 on the AMD card, and its 2.46 TB/s bandwidth is approximately 3.8 times the 644.6 GB/s available to the AMD part. The Intel accelerator also fields 14,336 shading units versus 4,096 on AMD, and 896 texture mapping units versus 256. Its texture rate of 1,388.8 GTexel/s is nearly double the AMD part's 747.5 GTexel/s. These figures indicate the Intel accelerator is built for workloads that saturate memory and texture pipelines simultaneously.

The use-case split is stark. The AMD Radeon AI PRO R9700S suits graphics rendering, visualization, and any workload requiring a physical display output, given its 4x DisplayPort 2.1a connections. The Intel Data Center GPU Max 1350 suits headless compute farms, data center inference, and large-scale parallel processing where memory capacity and bandwidth are the limiting factors.

Architecture Differences

The two accelerators share almost nothing architecturally. The AMD Radeon AI PRO R9700S uses the Navi 48 chip on RDNA 4.0 architecture, fabricated on a 4 nm process at TSMC. It contains 53,900 million transistors on a 357 mm² die, yielding a transistor density of 151.0M per mm². The Intel Data Center GPU Max 1350 uses the Ponte Vecchio chip on Generation 12.5 architecture, fabricated on a 10 nm process at Intel. It contains 100,000 million transistors on a 1,280 mm² die, with a transistor density of 78.1M per mm². The process node difference explains the density gap: AMD packs roughly twice the transistors per square millimeter.

Memory architecture diverges completely. The AMD card uses 32 GB of GDDR6 on a 256-bit bus, achieving 644.6 GB/s bandwidth. The Intel card uses 96 GB of HBM2e on an 8192-bit bus, achieving 2.46 TB/s. The bus width difference is enormous: 8192 bits versus 256 bits means Intel moves data over 32 times more lines. The memory clock also differs, with AMD at 2518 MHz (20.1 Gbps effective) and Intel at 1200 MHz (2.4 Gbps effective), but the massive bus width on Intel more than compensates for the lower clock.

Compute resources differ in scale and role. AMD fields 4,096 shading units, 256 TMUs, and 128 ROPs, with 64 ray tracing cores. Intel fields 14,336 shading units, 896 TMUs, and no ROPs, with 112 ray tracing cores. The Intel part has nearly 3.5 times the shading units and 3.5 times the TMUs, but zero pixel output capability. This is consistent with a server accelerator that never drives a display. The AMD part has a conventional raster pipeline with ROPs, which is absent on Intel.

API support differs as well. The AMD card supports DirectX 12 Ultimate (12_2), OpenGL 4.6, and Vulkan 1.4. The Intel card supports DirectX 12 (12_1) and OpenGL 4.6, but Vulkan support is not recorded. The DirectX version difference indicates the AMD part supports the full feature set of DirectX 12 Ultimate, while the Intel part caps at the earlier 12_1 feature level.

Power and physical design diverge sharply. The AMD card is a dual-slot unit, 267 mm long, 109 mm high, and 39 mm wide, with a 300 W TDP and a single 16-pin power connector. The Intel part is an OAM Module with a 450 W TDP and no listed power connectors, designed for server chassis rather than standard PC slots. The Intel part also has no dimensions listed, reflecting its non-retail form factor.

FAQ

Q: Which accelerator has higher FP32 compute throughput?

A: The AMD Radeon AI PRO R9700S delivers 47.84 TFLOPS FP32, which is 3.40 TFLOPS higher than the Intel Data Center GPU Max 1350 at 44.44 TFLOPS. Both parts report a 1:1 FP16 to FP32 ratio.

Q: How do memory bandwidth figures compare?

A: The Intel part offers 2.46 TB/s bandwidth from 96 GB of HBM2e, versus 644.6 GB/s from 32 GB of GDDR6 on the AMD part. Intel's bandwidth is roughly 3.8 times higher.

Q: Can the Intel Data Center GPU Max 1350 drive a display?

A: No. The Intel part lists "No outputs" for display connections and has a pixel rate of 0 MPixel/s. The AMD part provides 4x DisplayPort 2.1a outputs and a 373.8 GPixel/s pixel rate.

Q: What are the transistor counts for each chip?

A: The Intel Ponte Vecchio chip contains 100,000 million transistors, while the AMD Navi 48 chip contains 53,900 million transistors. Despite having nearly twice the transistors, Intel's die is 1,280 mm² versus 357 mm² for AMD.

Q: Which accelerator has more shading units?

A: The Intel part has 14,336 shading units, which is 3.5 times the 4,096 units on the AMD part. The Intel part also has 896 TMUs versus 256 on AMD.

Q: What are the TDP requirements?

A: The AMD card has a 300 W TDP with a 700 W suggested power supply. The Intel part has a 450 W TDP with an 850 W suggested power supply.

Specification Differences

The two accelerators differ across nearly every recorded specification field. The AMD Radeon AI PRO R9700S uses the Navi 48 chip on RDNA 4.0, while the Intel Data Center GPU Max 1350 uses Ponte Vecchio on Generation 12.5. Process nodes are 4 nm for AMD versus 10 nm for Intel. Foundries differ as well: TSMC for AMD, Intel for the Intel part.

Transistor counts show Intel at 100,000 million versus AMD at 53,900 million. Die size follows: 1,280 mm² for Intel versus 357 mm² for AMD. Transistor density favors AMD at 151.0M per mm² versus 78.1M per mm² for Intel.

Clock speeds differ substantially. AMD's base clock is 1660 MHz against Intel's 750 MHz. AMD's boost clock is 2920 MHz against Intel's 1550 MHz. AMD also lists a game clock of 2350 MHz, while Intel has no game clock recorded. Memory clocks are 2518 MHz (20.1 Gbps effective) for AMD versus 1200 MHz (2.4 Gbps effective) for Intel.

Memory configuration is a major divergence: 32 GB GDDR6 on 256-bit bus for AMD versus 96 GB HBM2e on 8192-bit bus for Intel. Bandwidth is 644.6 GB/s versus 2.46 TB/s.

Compute units differ: 4,096 shading units, 256 TMUs, 128 ROPs, and 64 RT cores for AMD; 14,336 shading units, 896 TMUs, 0 ROPs, and 112 RT cores for Intel. Pixel rate is 373.8 GPixel/s versus 0 MPixel/s. Texture rate is 747.5 GTexel/s versus 1,388.8 GTexel/s.

FP32 and FP16 are both 47.84 TFLOPS for AMD and 44.44 TFLOPS for Intel. TDP is 300 W versus 450 W. Slot width is dual-slot versus OAM Module. Power connectors are 1x 16-pin for AMD, none listed for Intel. Suggested PSU is 700 W versus 850 W.

Display outputs are 4x DisplayPort 2.1a for AMD, no outputs for Intel. API support differs: DirectX 12 Ultimate (12_2) versus DirectX 12 (12_1), with Vulkan 1.4 listed for AMD but no Vulkan for Intel. Physical dimensions are listed only for AMD: 267 mm by 109 mm by 39 mm. Release dates are 2025-12-10 for AMD versus 2023-01-09 for Intel.

Head-to-Head Benchmarks

The recorded benchmark data contains no direct head-to-head benchmark results, so the comparison rests on specification-derived performance indicators. The most decisive wins for AMD come in clock speed and pixel throughput. The AMD boost clock of 2920 MHz is 1,370 MHz higher than Intel's 1550 MHz, a 88.4% advantage. The pixel rate of 373.8 GPixel/s versus 0 MPixel/s is not a contest, it reflects the Intel part's complete lack of a raster output stage.

The most striking win for Intel is memory bandwidth. At 2.46 TB/s, the Intel part delivers 1.82 TB/s more bandwidth than the AMD part's 644.6 GB/s. This is a 3.81 times advantage. Memory capacity follows the same pattern: 96 GB versus 32 GB, a 64 GB difference that suits large model inference or massive dataset processing.

Texture throughput favors Intel. The Intel part's 1,388.8 GTexel/s exceeds AMD's 747.5 GTexel/s by 641.3 GTexel/s, an 85.8% advantage. This aligns with the 896 TMUs versus 256 TMUs on AMD. The shading unit count also favors Intel: 14,336 versus 4,096, a 10,240 unit difference.

FP32 compute favors AMD, but narrowly. The 47.84 TFLOPS versus 44.44 TFLOPS represents a 3.40 TFLOPS lead, or 7.7% higher throughput. This is a modest win compared to the memory bandwidth gap. The ray tracing core count favors Intel at 112 versus 64, a 48 core difference.

Transistor density favors AMD decisively. At 151.0M transistors per mm² versus 78.1M per mm², AMD packs 72.9M more transistors per square millimeter. This is a 93.3% density advantage, reflecting the 4 nm process versus 10 nm process. Total transistor count favors Intel at 100,000 million versus 53,900 million, a 46,100 million difference, but Intel requires a 1,280 mm² die to house them.

Power efficiency, derived from recorded TDP and FP32 figures, favors AMD. The AMD part delivers 47.84 TFLOPS at 300 W, which is 0.159 TFLOPS per watt. The Intel part delivers 44.44 TFLOPS at 450 W, which is 0.099 TFLOPS per watt. AMD's efficiency is 1.61 times higher, a meaningful advantage for densely populated server environments.

The Verdict

The data supports a clear but context-dependent recommendation. For any workload requiring a physical display output, the AMD Radeon AI PRO R9700S is the only choice between these two, as the Intel Data Center GPU Max 1350 has no display outputs and a pixel rate of zero. The AMD card also wins on FP32 compute, clock speed, and power efficiency, making it suitable for graphics workstations and visualization tasks.

For headless compute workloads that prioritize memory capacity and bandwidth, the Intel Data Center GPU Max 1350 is the stronger option. Its 96 GB of HBM2e and 2.46 TB/s bandwidth provide 3.8 times the bandwidth and 3 times the capacity of the AMD card. Its 14,336 shading units and 896 TMUs give it a raw parallel throughput advantage for texture-heavy compute, even if its FP32 figure is slightly lower.

The architecture gap reinforces this split. AMD's 4 nm process with 151.0M transistors per mm² delivers higher clocks and better efficiency, suited to interactive rendering. Intel's 10 nm process with a 1,280 mm² die and 100,000 million transistors prioritizes raw scale over density, suited to batch processing. The Intel part's OAM Module form factor and 450 W TDP further indicate a server deployment, while the AMD card's dual-slot design and 267 mm length fit standard workstation chassis.

The release timeline also matters. The AMD part launched on 2025-12-10, nearly three years after the Intel part's 2023-01-09 release. This explains the process node and API differences: AMD benefits from newer manufacturing technology and DirectX 12 Ultimate support. The Intel part remains active in production, but its architecture generation is older.

The verdict is straightforward. Choose the AMD Radeon AI PRO R9700S for display-centric graphics work, single-precision compute, and environments where power draw matters. Choose the Intel Data Center GPU Max 1350 for memory-bound data center workloads where 96 GB capacity and 2.46 TB/s bandwidth are decisive, and where the absence of display output is irrelevant. The data does not show a universal winner; it shows two specialized tools for different jobs.