Intel Data Center GPU Max 1350 vs NVIDIA GeForce RTX 4070 AD103 Comparison

Head-to-Head Benchmarks

The Intel Data Center GPU Max 1350 and the NVIDIA GeForce RTX 4070 AD103 target entirely different workloads, and the recorded specifications confirm this divergence. The database shows no direct head-to-head benchmark scores for these two products, but the underlying hardware data provides a clear basis for comparison.

The Intel Data Center GPU Max 1350 delivers 44.44 TFLOPS of FP32 compute, which is 52.4% higher than the 29.15 TFLOPS delivered by the RTX 4070 AD103. This advantage in raw floating-point throughput positions the Intel part as the clear leader in compute-heavy tasks. The FP16 performance also favors Intel, with both cards offering 1:1 FP16 to FP32 ratios, meaning the Intel card sustains 44.44 TFLOPS in FP16 as well, versus 29.15 TFLOPS for the NVIDIA card.

Memory bandwidth provides another decisive margin. The Intel Data Center GPU Max 1350 pairs a 96 GB HBM2e frame buffer with an 8192-bit bus, yielding 2.46 TB/s of bandwidth. The RTX 4070 AD103, by contrast, uses 12 GB of GDDR6X on a 192-bit bus for 504.2 GB/s. This represents a bandwidth advantage of roughly 4.9 times for the Intel part, a gap that dominates any memory-intensive workload from large language models to scientific simulations.

The Intel card also leads in texture throughput. With 896 texture mapping units, it reaches 1,388.8 GTexel/s, compared to 455.4 GTexel/s from the RTX 4070 AD103's 184 TMUs. That is a 3.05 times advantage in texture fill rate. However, the NVIDIA card dominates in pixel processing. The Intel Data Center GPU Max 1350 lists 0 ROPs and a pixel rate of 0 MPixel/s, which means it cannot rasterize traditional graphics frames. The RTX 4070 AD103 includes 64 ROPs and achieves 158.4 GPixel/s, a fundamental difference in rendering capability.

The RTX 4070 AD103 also carries higher clock speeds. Its base clock runs at 1920 MHz and boosts to 2475 MHz, while the Intel part operates at 750 MHz base and 1550 MHz boost. Despite lower clocks, the Intel card's massive 14,336 shading units versus 5,888 for NVIDIA produce the compute lead. The Intel part also integrates 112 ray tracing cores and the NVIDIA card includes 46 RT cores, though the Intel card's lack of display outputs makes any gaming comparison moot.

Where Each One Wins

The Intel Data Center GPU Max 1350 wins decisively in compute throughput, memory capacity, memory bandwidth, and texture rate. The 44.44 TFLOPS FP32 figure and 2.46 TB/s bandwidth target workloads such as AI training, scientific computing, and data center inference, where memory size and bandwidth dictate performance. The 96 GB frame buffer allows models and datasets to reside entirely on the card, avoiding host memory transfers. The 112 ray tracing cores, while not useful for display output, support ray-traced rendering workloads in data center contexts where outputs are processed off-card.

The NVIDIA GeForce RTX 4070 AD103 wins in every metric related to traditional graphics output. Its 158.4 GPixel/s pixel rate, 64 ROPs, and 1x HDMI 2.1 plus 3x DisplayPort 1.4a outputs make it a functional graphics card for rendering to displays. The 12 GB GDDR6X memory, while far smaller, provides 504.2 GB/s of bandwidth for gaming-class textures and frame buffers. The 184 tensor cores, a feature the Intel card does not list, add dedicated hardware for AI acceleration in NVIDIA's ecosystem, which the Intel part lacks in the recorded data.

Clock speeds favor NVIDIA substantially. The 2475 MHz boost clock versus 1550 MHz gives the RTX 4070 AD103 a responsiveness advantage in latency-sensitive tasks. The 46 RT cores, while fewer than Intel's 112, work with the pixel pipeline for real-time ray tracing on displays, a capability the Intel card cannot offer due to its lack of display outputs.

Architecture Differences

The Intel Data Center GPU Max 1350 uses the Ponte Vecchio chip, built on Intel's Generation 12.5 architecture. The process node is 10 nm, with Intel as the foundry. The die contains 100,000 million transistors on a 1280 mm² die, yielding a transistor density of 78.1 million transistors per square millimeter. This is a multi-die, chiplet-based design typical of data center accelerators, with the enormous HBM2e memory stack integrated alongside.

The NVIDIA GeForce RTX 4070 AD103 uses the AD103 chip, part of the Ada Lovelace architecture. TSMC manufactures it on a 5 nm process. The die contains 45,900 million transistors on a 379 mm² die, giving a transistor density of 121.1 million transistors per square millimeter. The higher density reflects the more advanced process node, but the total transistor count is less than half of Intel's (45,900 million versus 100,000 million).

The Intel card lists DirectX 12 (12_1) support, while the NVIDIA card lists DirectX 12 Ultimate (12_2). Both support OpenGL 4.6. The NVIDIA card adds Vulkan 1.4 support, while the Intel card lists no Vulkan version. The NVIDIA part also includes 184 tensor cores, which the Intel card does not list at all. The Intel card includes 112 RT cores, but the NVIDIA part's 46 RT cores are integrated into a graphics pipeline with ROPs and display outputs.

Power delivery differs sharply. The Intel card has a 450 W TDP and requires a suggested 850 W power supply, while the NVIDIA card has a 200 W TDP with a suggested 550 W PSU. The Intel card uses an OAM Module slot width, meaning it is designed for server chassis, not consumer motherboards. The NVIDIA card is a dual-slot design with a 1x 16-pin power connector.

Specification Differences

The two cards differ in nearly every recorded specification field. Process node: Intel uses 10 nm, NVIDIA uses 5 nm. Foundry: Intel versus TSMC. Transistors: 100,000 million versus 45,900 million. Die size: 1280 mm² versus 379 mm². Transistor density: 78.1M per mm² versus 121.1M per mm².

Base clocks: 750 MHz versus 1920 MHz. Boost clocks: 1550 MHz versus 2475 MHz. Memory clocks: 1200 MHz with 2.4 Gbps effective versus 1313 MHz with 21 Gbps effective. Memory size: 96 GB versus 12 GB. Memory type: HBM2e versus GDDR6X. Memory bus: 8192 bit versus 192 bit. Memory bandwidth: 2.46 TB/s versus 504.2 GB/s.

Shading units: 14,336 versus 5,888. TMUs: 896 versus 184. ROPs: 0 versus 64. RT cores: 112 versus 46. Tensor cores: null versus 184. Pixel rate: 0 MPixel/s versus 158.4 GPixel/s. Texture rate: 1,388.8 GTexel/s versus 455.4 GTexel/s. FP32: 44.44 TFLOPS versus 29.15 TFLOPS. FP16: 44.44 TFLOPS (1:1) versus 29.15 TFLOPS (1:1).

TDP: 450 W versus 200 W. Slot width: OAM Module versus Dual-slot. Power connectors: none listed versus 1x 16-pin. Suggested PSU: 850 W versus 550 W. Bus interface: PCIe 5.0 x16 versus PCIe 4.0 x16. Display outputs: No outputs versus 1x HDMI 2.1, 3x DisplayPort 1.4a. DirectX: 12 (12_1) versus 12 Ultimate (12_2). Vulkan: null versus 1.4.

Dimensions: the Intel card lists none, while the NVIDIA card measures 240 mm length, 110 mm height, and 40 mm width. Production status: Active versus End-of-life. Release date: 2023-01-09 versus 2024-02-29. The Intel card's successor is listed as H3C Graphics, while the NVIDIA card's predecessor is GeForce 30 and successor is GeForce 50. The NVIDIA card has a launch MSRP of 599 USD, while the Intel card has no recorded launch MSRP.

FAQ

Q: Which card has higher FP32 compute performance?

A: The Intel Data Center GPU Max 1350 delivers 44.44 TFLOPS, which is 52.4% higher than the 29.15 TFLOPS of the NVIDIA GeForce RTX 4070 AD103.

Q: How much memory does each card have and what type?

A: The Intel card has 96 GB of HBM2e on an 8192-bit bus, while the NVIDIA card has 12 GB of GDDR6X on a 192-bit bus.

Q: Which card can output to displays?

A: Only the NVIDIA GeForce RTX 4070 AD103, which has 1x HDMI 2.1 and 3x DisplayPort 1.4a outputs. The Intel Data Center GPU Max 1350 lists no display outputs.

Q: What is the TDP difference?

A: The Intel card has a 450 W TDP with a suggested 850 W power supply, while the NVIDIA card has a 200 W TDP with a suggested 550 W power supply.

Q: Do both cards support ray tracing?

A: Yes, the Intel card has 112 RT cores and the NVIDIA card has 46 RT cores, though only the NVIDIA card can render to a display.

Q: Which card has tensor cores?

A: Only the NVIDIA GeForce RTX 4070 AD103 lists 184 tensor cores. The Intel Data Center GPU Max 1350 has no tensor core specification in the database.

The Verdict

The data points to two products with no functional overlap. The Intel Data Center GPU Max 1350 is a compute accelerator with massive memory capacity (96 GB), enormous bandwidth (2.46 TB/s), and high FP32 throughput (44.44 TFLOPS). Its lack of ROPs, pixel rate of 0 MPixel/s, and absence of display outputs confirm it is not a graphics card in the traditional sense. It uses an OAM Module slot, has a 450 W TDP, and requires PCIe 5.0 x16. This card belongs in a server or data center environment where compute density and memory capacity matter more than any form of display output.

The NVIDIA GeForce RTX 4070 AD103 is a conventional graphics card. It has 64 ROPs, a 158.4 GPixel/s pixel rate, display outputs, a dual-slot form factor, and a 200 W TDP. Its 12 GB GDDR6X memory and 504.2 GB/s bandwidth are adequate for gaming and workstation graphics, and its 184 tensor cores provide AI acceleration within the NVIDIA ecosystem. The card's 5 nm process, higher clock speeds (2475 MHz boost), and PCIe 4.0 x16 interface make it a consumer-friendly product.

For buyers needing a data center accelerator for large-scale compute or memory-bound workloads, the Intel Data Center GPU Max 1350 is the only choice between these two, based on its 96 GB memory, 2.46 TB/s bandwidth, and 44.44 TFLOPS FP32 performance. For anyone needing a graphics card that outputs to a display, supports DirectX 12 Ultimate, or runs within a 550 W power supply budget, the NVIDIA GeForce RTX 4070 AD103 is the only viable option. The database shows no benchmark overlap, and the specification gaps are so wide that any direct comparison of gaming or rendering performance would be meaningless. The Intel part wins on compute and memory, the NVIDIA part wins on graphics output and power efficiency, with the 250 W TDP difference being a decisive factor for system integration.