AMD Radeon AI PRO 9600D vs Intel Arc 140T Mobile Comparison

Where Each One Wins

The AMD Radeon AI PRO 9600D and Intel Arc 140T Mobile occupy entirely different segments of the graphics market, and the recorded data confirms this split. The AMD part is a desktop workstation GPU built for sustained compute and rendering workloads, while the Intel part is an integrated graphics solution for mobile devices. There are no head-to-head benchmark entries in the database, so the comparison rests on architectural and specification data.

The AMD Radeon AI PRO 9600D wins on every raw performance metric recorded. Its FP32 throughput of 24.82 TFLOPS is over five times the Intel Arc 140T Mobile's 4.813 TFLOPS. The pixel rate differential is similarly lopsided: 193.9 GPixel/s versus 75.20 GPixel/s. Texture rate shows 387.8 GTexel/s against 150.4 GTexel/s. These are not close contests; they represent different performance classes.

The Intel Arc 140T Mobile wins on power efficiency and form factor. Its 35 W TDP is less than a quarter of the AMD card's 150 W TDP. The Intel solution is an IGP with no separate power connectors, no slot width, and no physical dimensions recorded, meaning it integrates directly into a laptop or compact mobile platform. The AMD card requires a single-slot footprint, a 16-pin power connector, and a 450 W suggested PSU. For mobile deployments where power budget and space are constrained, the Intel part is the only viable option.

The AMD card also wins on memory configuration. It carries 32 GB of dedicated GDDR6 memory on a 256-bit bus with 576.0 GB/s bandwidth. The Intel part uses system shared memory with system dependent bandwidth. For workloads that require large working sets or high memory throughput, the AMD card's dedicated pool is decisive. The Intel part's shared memory approach is typical for integrated graphics and trades performance for simplicity.

In terms of API support, both cards list DirectX 12 Ultimate (12_2), OpenGL 4.6, and Vulkan 1.4. There is no differentiation in the recorded API feature set. Both are current-generation parts with Active production status. The AMD card released later, on 2025-12-10, while the Intel part released on 2025-01-12.

Architecture Differences

The underlying architectures diverge sharply. The AMD Radeon AI PRO 9600D uses the Navi 48 chip built on RDNA 4.0 architecture, fabricated on a 4 nm process at TSMC. The Intel Arc 140T Mobile uses Arrow Lake-H silicon with Xe-LPG+ architecture on a 5 nm process, also from TSMC. The node difference is one generation apart, but the chip designs serve different goals.

The AMD chip packs 53,900 million transistors into a 357 mm² die, yielding a transistor density of 151.0M per mm². The Intel chip's transistor count and die size are recorded as unknown in the database. This asymmetry in data availability reflects the different product categories: the AMD part is a discrete GPU with published silicon details, while the Intel part is an integrated solution where such figures are often not disclosed.

Compute unit counts tell the story. The AMD card has 3072 shading units, 192 texture mapping units, 96 raster operation units, and 48 ray tracing cores. The Intel part has 1024 shading units, 64 TMUs, 32 ROPs, and 8 ray tracing cores. The AMD card has exactly three times the shading units, three times the TMUs, three times the ROPs, and six times the ray tracing cores. This scaling is consistent across the board and explains the performance gap.

Clock behavior differs significantly. The AMD card runs at a 1080 MHz base clock, a 1080 MHz game clock, and a 2020 MHz boost clock. The Intel part has a 300 MHz base clock and a 2350 MHz boost clock. The Intel boost clock is higher, but the base clock is dramatically lower. The AMD card's base clock is 3.6 times the Intel base, which means sustained workloads on the AMD part operate at a much higher frequency floor. The Intel part relies on aggressive boosting to reach performance, which is typical for mobile integrated graphics.

Memory architecture is fundamentally different. The AMD card uses 32 GB of GDDR6 with a 256-bit bus and 576.0 GB/s bandwidth. The Intel part uses system shared memory with system dependent bandwidth, meaning its memory performance depends entirely on the host system's RAM configuration. The AMD memory clock is 2250 MHz with 18 Gbps effective data rate. The Intel part has no dedicated memory clock; its memory speed is tied to system shared resources.

FP16 throughput also differs. The AMD card delivers 24.82 TFLOPS FP16 with a 1:1 ratio to FP32. The Intel part delivers 9.626 TFLOPS FP16 with a 2:1 ratio, meaning its FP16 rate is double its FP32 rate. For workloads that use FP16 math, the Intel part's ratio is more favorable, but the absolute throughput still trails the AMD card by a wide margin.

Head-to-Head Benchmarks

The database contains no head-to-head benchmark entries for these two products. Both the winsA and winsB fields are zero, and the headToHeadBenchmarks array is empty. This absence of direct measurement data means the comparison must be built from the recorded specification values and their implications.

The largest performance gap appears in FP32 throughput. The AMD card's 24.82 TFLOPS is 5.16 times the Intel part's 4.813 TFLOPS. This is the single most telling number in the comparison. General-purpose compute workloads, including simulation, rendering, and data processing, will see a massive advantage on the AMD side.

Pixel fill rate shows a 2.58x gap: 193.9 GPixel/s versus 75.20 GPixel/s. This difference matters for rasterization-heavy tasks at high resolutions. Texture fill rate shows a 2.58x gap as well: 387.8 GTexel/s versus 150.4 GTexel/s. The consistency of these ratios (both are exactly 2.58x) stems from the identical scaling of ROPs and TMUs: 96 versus 32 ROPs and 192 versus 64 TMUs.

Memory bandwidth is where the gap becomes extreme. The AMD card's 576.0 GB/s is dedicated and fixed. The Intel part's bandwidth is system dependent with no fixed number recorded. For workloads that saturate memory bandwidth, the AMD card provides a predictable and substantial advantage. The 32 GB memory capacity versus system shared memory also affects maximum working set size.

Ray tracing resources show a 6x difference in RT core count: 48 versus 8. This suggests the AMD card is substantially better equipped for ray-traced workloads, though the database does not record actual ray tracing benchmark scores. The 24.82 TFLOPS FP16 (1:1) on AMD versus 9.626 TFLOPS FP16 (2:1) on Intel indicates different compute strategies, with AMD providing symmetric FP16/FP32 throughput and Intel doubling FP16 relative to FP32.

Power consumption shows an inverse relationship. The AMD card draws 150 W TDP, the Intel part 35 W TDP. The performance per watt ratio favors Intel on paper, but the total performance envelope heavily favors AMD. The Intel part's 35 W TDP is 23.3 percent of the AMD card's 150 W TDP, while delivering roughly 19.4 percent of the FP32 throughput. The efficiency per watt is therefore similar, but the absolute capability is not.

FAQ

Q: Which GPU has higher FP32 compute throughput?

A: The AMD Radeon AI PRO 9600D delivers 24.82 TFLOPS FP32, which is 5.16 times the Intel Arc 140T Mobile's 4.813 TFLOPS.

Q: What memory configurations do these GPUs use?

A: The AMD card has 32 GB of dedicated GDDR6 memory on a 256-bit bus with 576.0 GB/s bandwidth. The Intel part uses system shared memory with system dependent bandwidth.

Q: How do their power requirements compare?

A: The AMD card has a 150 W TDP and requires a 450 W suggested PSU along with a single 16-pin power connector. The Intel part has a 35 W TDP, is an IGP, and requires no power connectors or dedicated PSU.

Q: Do both GPUs support the same APIs?

A: Yes. Both list DirectX 12 Ultimate (12_2), OpenGL 4.6, and Vulkan 1.4.

Q: What is the physical form factor difference?

A: The AMD card is a single-slot discrete card measuring 241 mm in length, 111 mm in height, and 19 mm in width. The Intel part is an IGP with no physical dimensions recorded, integrating directly into a mobile platform.

Q: Which GPU has more ray tracing cores?

A: The AMD card has 48 ray tracing cores, which is 6 times the Intel part's 8 ray tracing cores.

Specification Differences

| Specification | AMD Radeon AI PRO 9600D | Intel Arc 140T Mobile |

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

| Architecture | RDNA 4.0 | Xe-LPG+ |

| Process Node | 4 nm | 5 nm |

| Transistors | 53,900 million | Unknown |

| Die Size | 357 mm² | Unknown |

| Transistor Density | 151.0M / mm² | Not recorded |

| Base Clock | 1080 MHz | 300 MHz |

| Boost Clock | 2020 MHz | 2350 MHz |

| Game Clock | 1080 MHz | Not recorded |

| Memory Size | 32 GB | System Shared |

| Memory Type | GDDR6 | System Shared |

| Memory Bus Width | 256 bit | System Shared |

| Memory Bandwidth | 576.0 GB/s | System Dependent |

| Memory Clock | 2250 MHz, 18 Gbps effective | System Shared |

| Shading Units | 3072 | 1024 |

| TMUs | 192 | 64 |

| ROPs | 96 | 32 |

| RT Cores | 48 | 8 |

| Pixel Rate | 193.9 GPixel/s | 75.20 GPixel/s |

| Texture Rate | 387.8 GTexel/s | 150.4 GTexel/s |

| FP32 | 24.82 TFLOPS | 4.813 TFLOPS |

| FP16 | 24.82 TFLOPS (1:1) | 9.626 TFLOPS (2:1) |

| TDP | 150 W | 35 W |

| Slot Width | Single-slot | IGP |

| Power Connectors | 1x 16-pin | None |

| Suggested PSU | 450 W | None |

| Bus Interface | PCIe 5.0 x16 | IGP |

| Display Outputs | 1x DisplayPort 2.1a | Portable Device Dependent |

| Dimensions | 241 mm x 111 mm x 19 mm | Not recorded |

| Release Date | 2025-12-10 | 2025-01-12 |

| Predecessor | Radeon Pro Vega | HD Graphics-M |

| Production Status | Active | Active |

The Verdict

The data indicates these two products serve different markets entirely. The AMD Radeon AI PRO 9600D is a discrete workstation GPU with dedicated memory, high compute throughput, and a full-size physical footprint. The Intel Arc 140T Mobile is an integrated mobile GPU with shared memory, low power draw, and no discrete form factor.

For users who need maximum compute performance, the AMD card is the clear choice. Its 24.82 TFLOPS FP32, 32 GB dedicated GDDR6, and 576.0 GB/s bandwidth provide the resources for demanding rendering, simulation, and AI workloads. The 48 ray tracing cores and 193.9 GPixel/s pixel rate further support graphics-intensive tasks. The 150 W TDP and 450 W suggested PSU are acceptable for desktop workstation environments.

For users who need graphics capability in a mobile or power-constrained device, the Intel part is the only practical option. Its 35 W TDP, IGP form factor, and lack of power connectors make it suitable for laptops and compact systems. Its 4.813 TFLOPS FP32 and 75.20 GPixel/s pixel rate are modest but functional for standard graphics workloads. The 2350 MHz boost clock provides headroom for burst performance.

The percentile rankings for both are 50, indicating median positioning in the database's GPU distribution. The absence of nearest rivals and benchmark scores limits direct performance validation, but the specification data alone establishes the AMD card as the higher-performing part by a substantial margin. The Intel part's advantage lies in integration and efficiency, not absolute capability. The verdict is straightforward: pick the AMD card for workstation compute, pick the Intel part for mobile integration.