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

Head-to-Head Benchmarks

The database contains no recorded benchmark scores for either the Intel Data Center GPU Max Subsystem or the NVIDIA GeForce RTX 4070 AD103. Both entries show an average benchmark score of zero, and no head-to-head benchmark results are available for comparison. The percentile ranking for both parts is identical at 50, placing them at the median of all tracked GPUs in the database, though this percentile is based on an empty benchmark set and should not be interpreted as a performance equivalence.

Without measured frame rates, render times, or synthetic test scores, the data cannot support any direct performance comparison between these two accelerators. The wins counters for both items are set to zero, confirming that no benchmark victories have been recorded for either product. Any performance claims would require extrapolation from architectural specifications, which is outside the scope of the recorded data.

Architecture Differences

The Intel Data Center GPU Max Subsystem uses the Ponte Vecchio chip built on Intel's Generation 12.5 architecture, fabricated on a 10 nm process at Intel's own foundry. The die contains 100,000 million transistors spread across a 1280 mm² package, yielding a transistor density of 78.1 million transistors per square millimeter. The chip operates with a base clock of 900 MHz and a boost clock of 1600 MHz.

The NVIDIA GeForce RTX 4070 AD103 is based on the AD103 chip using the Ada Lovelace architecture, manufactured on a 5 nm process at TSMC. This die integrates 45,900 million transistors on a 379 mm² area, achieving a significantly higher transistor density of 121.1 million transistors per square millimeter. Clock speeds are substantially higher, with a base of 1920 MHz and a boost of 2475 MHz.

Memory configurations diverge sharply. The Intel part carries 128 GB of HBM2e memory on an 8192-bit bus, delivering 3.21 TB/s of bandwidth. Memory clocks run at 1565 MHz with 3.1 Gbps effective data rate. The NVIDIA part uses 12 GB of GDDR6X on a 192-bit bus, providing 504.2 GB/s bandwidth at 1313 MHz (21 Gbps effective). The Intel subsystem's memory bandwidth is roughly six times higher, while its capacity is more than ten times larger.

Compute resources differ in scale and type. Intel's chip includes 16,384 shading units, 1,024 texture mapping units, and 128 ray tracing cores, but reports zero ROPs. NVIDIA's GPU has 5,888 shading units, 184 TMUs, 64 ROPs, 46 ray tracing cores, and 184 tensor cores, a feature class absent from the Intel specification. The Intel part achieves 52.43 TFLOPS in both FP32 and FP16 (1:1 ratio), while the NVIDIA part delivers 29.15 TFLOPS in both formats.

Power and interface specifications also contrast. The Intel subsystem consumes up to 2400 W with a recommended 2800 W power supply, while the NVIDIA card draws 200 W with a 550 W suggested PSU. Both use a single 16-pin power connector and dual-slot cooling. The Intel board connects via PCIe 5.0 x16; the NVIDIA card uses PCIe 4.0 x16. Display outputs exist only on the NVIDIA part, which offers 1x HDMI 2.1 and 3x DisplayPort 1.4a; the Intel subsystem has no display outputs. API support includes DirectX 12 (12_1) and OpenGL 4.6 for Intel, while NVIDIA supports DirectX 12 Ultimate (12_2), OpenGL 4.6, and Vulkan 1.4.

FAQ

Q: Which product has the higher FP32 compute throughput?

A: The Intel Data Center GPU Max Subsystem records 52.43 TFLOPS FP32, compared to 29.15 TFLOPS for the NVIDIA GeForce RTX 4070 AD103. Intel's FP32 figure is 80% higher than NVIDIA's.

Q: What memory capacity and bandwidth does each product offer?

A: Intel provides 128 GB of HBM2e on a 8192-bit bus with 3.21 TB/s bandwidth. NVIDIA provides 12 GB of GDDR6X on a 192-bit bus with 504.2 GB/s bandwidth. Intel's capacity is over ten times larger and its bandwidth over six times higher.

Q: How do the transistor densities compare between the two chips?

A: The NVIDIA AD103 achieves 121.1 million transistors per square millimeter on TSMC's 5 nm process. The Intel Ponte Vecchio achieves 78.1 million per square millimeter on Intel's 10 nm process. NVIDIA's density is about 55% higher.

Q: Does either product support ray tracing?

A: Both include ray tracing cores. Intel has 128 RT cores, while NVIDIA has 46 RT cores. NVIDIA also includes 184 tensor cores, which the Intel specification does not list.

Q: What are the power requirements for each product?

A: The Intel subsystem has a 2400 W TDP and suggests a 2800 W power supply. The NVIDIA card has a 200 W TDP and suggests a 550 W power supply. The Intel part demands twelve times the power of the NVIDIA part.

Q: Which product has display outputs?

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

Specification Differences

| Specification | Intel Data Center GPU Max Subsystem | NVIDIA GeForce RTX 4070 AD103 |

|---|---|---|

| Architecture | Generation 12.5 | Ada Lovelace |

| Process Node | 10 nm | 5 nm |

| Foundry | Intel | TSMC |

| Transistors | 100,000 million | 45,900 million |

| Die Size | 1280 mm² | 379 mm² |

| Transistor Density | 78.1M / mm² | 121.1M / mm² |

| Base Clock | 900 MHz | 1920 MHz |

| Boost Clock | 1600 MHz | 2475 MHz |

| Memory Clock | 1565 MHz, 3.1 Gbps effective | 1313 MHz, 21 Gbps effective |

| Memory Size | 128 GB | 12 GB |

| Memory Type | HBM2e | GDDR6X |

| Memory Bus Width | 8192 bit | 192 bit |

| Memory Bandwidth | 3.21 TB/s | 504.2 GB/s |

| Shading Units | 16384 | 5888 |

| TMUs | 1024 | 184 |

| ROPs | 0 | 64 |

| RT Cores | 128 | 46 |

| Tensor Cores | Not listed | 184 |

| Pixel Rate | 0 MPixel/s | 158.4 GPixel/s |

| Texture Rate | 1,638.4 GTexel/s | 455.4 GTexel/s |

| FP32 | 52.43 TFLOPS | 29.15 TFLOPS |

| FP16 | 52.43 TFLOPS (1:1) | 29.15 TFLOPS (1:1) |

| TDP | 2400 W | 200 W |

| Suggested PSU | 2800 W | 550 W |

| Bus Interface | PCIe 5.0 x16 | PCIe 4.0 x16 |

| Display Outputs | No outputs | 1x HDMI 2.1, 3x DisplayPort 1.4a |

| DirectX Support | 12 (12_1) | 12 Ultimate (12_2) |

| Vulkan Support | Not listed | 1.4 |

| Dimensions | 267 mm length | 240 mm length, 110 mm height, 40 mm width |

| Production Status | Active | End-of-life |

| Release Date | 2023-01-09 | 2024-02-29 |

| Predecessor | Not listed | GeForce 30 |

| Successor | H3C Graphics | GeForce 50 |

| Launch MSRP | Not listed | 599 USD |

Where Each One Wins

The Intel Data Center GPU Max Subsystem dominates in raw compute throughput. Its FP32 and FP16 figures of 52.43 TFLOPS exceed the NVIDIA card's 29.15 TFLOPS by 80%. Texture processing also favors Intel, with 1,638.4 GTexel/s versus 455.4 GTexel/s, a 3.6x advantage. Memory capacity and bandwidth are decisively in Intel's favor: 128 GB versus 12 GB, and 3.21 TB/s versus 504.2 GB/s. The Intel part also uses a newer PCIe 5.0 x16 interface compared to PCIe 4.0 x16. Its production status is listed as active, while the NVIDIA card is end-of-life.

The NVIDIA GeForce RTX 4070 AD103 wins on efficiency and practical usability. Its 200 W TDP is one-twelfth of Intel's 2400 W, and its suggested PSU of 550 W is far below Intel's 2800 W. The NVIDIA card has display outputs, while Intel has none. NVIDIA's pixel rate of 158.4 GPixel/s contrasts with Intel's 0 MPixel/s, indicating the NVIDIA part can drive displays and rasterize frames, while the Intel part cannot. The NVIDIA card also includes tensor cores (184), which Intel does not list, and supports DirectX 12 Ultimate and Vulkan 1.4. Clock speeds are higher on NVIDIA (2475 MHz boost versus 1600 MHz), and transistor density is greater (121.1M per mm² versus 78.1M per mm²). NVIDIA's launch MSRP is 599 USD; Intel has no listed MSRP.

The Verdict

The recorded data describes two accelerators with fundamentally different purposes. The Intel Data Center GPU Max Subsystem is a high-power compute accelerator with massive memory capacity (128 GB), enormous bandwidth (3.21 TB/s), and peak FP32 throughput of 52.43 TFLOPS. It has no display outputs, draws 2400 W, and requires a 2800 W power supply. Its active production status and PCIe 5.0 interface indicate a current-generation data center part aimed at compute workloads where power consumption is secondary to raw throughput and memory capacity.

The NVIDIA GeForce RTX 4070 AD103 is a consumer-grade GPU with display outputs, DirectX 12 Ultimate support, Vulkan 1.4, and tensor cores. It delivers 29.15 TFLOPS FP32, 504.2 GB/s bandwidth, and 12 GB of memory, all within a 200 W envelope. Its end-of-life status and successor (GeForce 50) place it in the previous consumer generation. The launch MSRP of 599 USD was recorded at release on 2024-02-29.

Users requiring massive memory capacity and peak compute throughput for non-display workloads should select the Intel part, provided they can accommodate its 2400 W TDP and 2800 W PSU requirement. Users needing a display-capable GPU with lower power draw, tensor cores, and modern graphics API support should select the NVIDIA part. The data shows no overlap in intended usage: Intel targets data center compute without display output, while NVIDIA targets graphics and general-purpose GPU workloads with display connectivity. Performance cannot be compared directly due to the absence of benchmark scores in the database, but the specification differences make the use-case split unambiguous.