AMD Radeon AI PRO 9600D vs NVIDIA GeForce RTX 5080 Comparison

The Verdict

The data in the database presents a stark contrast between two very different GPU designs. The AMD Radeon AI PRO 9600D is a professional workstation card with a massive 32 GB memory buffer and a modest 150 W power target, while the NVIDIA GeForce RTX 5080 is a high-performance consumer card built for raw throughput and advanced features. The recorded benchmarks show the RTX 5080 has an average benchmark score of 56083, placing it in the 87th percentile of all GPUs, while the AI PRO 9600D has no recorded benchmark scores and sits in the 50th percentile. This means the RTX 5080 is the clear performance winner in every measurable test, but the AI PRO 9600D has a distinct purpose for memory-intensive professional workloads.

The RTX 5080 should be the pick for users who prioritize raw compute and gaming performance. Its shading units number 10752, more than three times the 3072 on the AI PRO 9600D, and its FP32 throughput of 56.28 TFLOPS more than doubles the 24.82 TFLOPS of the AMD card. The RTX 5080 also has 336 tensor cores, a feature completely absent from the AMD card, which makes it suited for AI acceleration tasks. The AI PRO 9600D, by contrast, has no tensor cores at all, so any workload relying on tensor operations will favor the RTX 5080 decisively.

The AI PRO 9600D is the choice for users who need large memory capacity in a low-power, single-slot form factor. Its 32 GB of GDDR6 memory doubles the 16 GB of GDDR7 on the RTX 5080, and its 150 W power draw is less than half of the RTX 5080's 360 W. The AMD card also requires a suggested PSU of only 450 W compared to 750 W for the NVIDIA card. For a workstation with multiple GPUs or constrained power delivery, the AI PRO 9600D presents a viable option. The RTX 5080, with its dual-slot design and 304 mm length, is physically larger and more demanding on system resources.

Where Each One Wins

The RTX 5080 wins in every benchmark category where data exists. The passmark_g3d score of 36565 indicates strong general 3D performance, and the passmark_gpu_compute score of 21789 shows solid compute capability. The Geekbench scores are particularly telling: the OpenCL score of 235901 and Vulkan score of 255450 demonstrate that the RTX 5080 handles both compute and graphics APIs with high efficiency. The 3DMark Steel Nomad DX12 score of 8637 confirms modern DirectX 12 performance is strong. These scores position the RTX 5080 at the 87th percentile, meaning it outperforms the vast majority of GPUs in the database.

The AI PRO 9600D has no recorded benchmark scores, so its wins must be assessed from specifications alone. The 32 GB memory capacity is the primary advantage, as it allows loading larger datasets and models than the 16 GB RTX 5080. The 150 W TDP and single-slot width make it suitable for dense multi-GPU configurations where power and space are limited. The PCIe 5.0 x16 interface matches the RTX 5080, so bandwidth to the host system is not a differentiator. The AMD card's 576.0 GB/s memory bandwidth is lower than the RTX 5080's 960.0 GB/s, so memory-heavy tasks that rely on bandwidth will favor the NVIDIA card despite the AMD card's capacity advantage.

The nearest rivals data for the RTX 5080 shows it is 0.6% ahead of the AMD Radeon 8060S, 0.7% ahead of the AMD Radeon RX 6750 GRE 12 GB, and 2.3% ahead of the AMD Radeon Pro W5700X. It trails the AMD Radeon RX 9070 GRE by 2.2%. These deltas are all small, indicating the RTX 5080 sits in a tightly contested performance band. The AI PRO 9600D has no nearest rivals listed, which reflects its lack of benchmark data and its distinct positioning as a professional memory-focused card.

Architecture Differences

The two cards come from different architectural lineages. The AMD Radeon AI PRO 9600D uses the Navi 48 chip with RDNA 4.0 architecture, built on a 4 nm process at TSMC with 53,900 million transistors on a 357 mm² die. The NVIDIA GeForce RTX 5080 uses the GB203 chip with Blackwell 2.0 architecture, built on a 5 nm process at TSMC with 45,600 million transistors on a 378 mm² die. The AMD card achieves a transistor density of 151.0M per mm², while the NVIDIA card has 120.6M per mm². The smaller process node gives the AMD card a density advantage, but the NVIDIA card compensates with a larger die and higher clock speeds.

Clock speeds differ substantially. The RTX 5080 has a base clock of 2295 MHz and a boost clock of 2617 MHz, while the AI PRO 9600D has a base clock of 1080 MHz and a boost clock of 2020 MHz. The NVIDIA card's boost clock is nearly 600 MHz higher, which contributes to its significant performance lead. The AMD card's game clock is listed at 1080 MHz, matching its base clock, indicating it operates at lower frequencies under typical loads.

Memory architecture also diverges. The AI PRO 9600D uses GDDR6 memory at 2250 MHz with 18 Gbps effective speed, while the RTX 5080 uses GDDR7 at 1875 MHz with 30 Gbps effective speed. Both use a 256 bit bus, but the GDDR7 memory on the NVIDIA card achieves 960.0 GB/s bandwidth versus 576.0 GB/s for the GDDR6 on the AMD card. The RTX 5080 has 336 tensor cores and 84 RT cores, while the AI PRO 9600D has no tensor cores and 48 RT cores. The NVIDIA card also has more shading units (10752 vs 3072), more TMUs (336 vs 192), and more ROPs (112 vs 96).

Display outputs differ as well. The AI PRO 9600D has a single DisplayPort 2.1a output, while the RTX 5080 has one HDMI 2.1b and three DisplayPort 2.1b outputs. Both support DirectX 12 Ultimate (12_2), OpenGL 4.6, and Vulkan 1.4, so API support is identical. The AMD card is from the Radeon Pro Navi generation with a predecessor of Radeon Pro Vega, while the RTX 5080 is from the GeForce 50 generation with a predecessor of GeForce 40 and a successor of GeForce 60.

FAQ

Q: Which card has more memory?

A: The AMD Radeon AI PRO 9600D has 32 GB of GDDR6 memory, while the NVIDIA GeForce RTX 5080 has 16 GB of GDDR7 memory. The AMD card has double the capacity but uses an older memory type.

Q: Which card has higher memory bandwidth?

A: The RTX 5080 has 960.0 GB/s of bandwidth due to its GDDR7 memory at 30 Gbps effective speed, while the AI PRO 9600D has 576.0 GB/s from GDDR6 at 18 Gbps effective speed. Both use a 256 bit bus.

Q: What is the power consumption difference?

A: The AI PRO 9600D has a TDP of 150 W and requires a suggested PSU of 450 W, while the RTX 5080 has a TDP of 360 W and requires a suggested PSU of 750 W. The AMD card consumes less than half the power.

Q: Does the AMD card have tensor cores?

A: No, the AI PRO 9600D has no tensor cores listed, while the RTX 5080 has 336 tensor cores. This makes the NVIDIA card better suited for AI and machine learning workloads that rely on tensor operations.

Q: Which card has better benchmark scores?

A: The RTX 5080 has an average benchmark score of 56083 and sits in the 87th percentile of all GPUs. The AI PRO 9600D has no recorded benchmark scores and sits in the 50th percentile, so the NVIDIA card is the measurable performance leader.

Q: What are the physical sizes of the two cards?

A: The AI PRO 9600D is 241 mm long, 111 mm high, and 19 mm wide, occupying a single slot. The RTX 5080 is 304 mm long, 137 mm high, and 40 mm wide, occupying a dual-slot design.

Head-to-Head Benchmarks

The database contains benchmark results for the RTX 5080 across ten tests, while the AI PRO 9600D has no recorded scores. The RTX 5080's passmark_g3d score of 36565 is its highest single-test result, followed by the Geekbench Vulkan score of 255450 and Geekbench OpenCL score of 235901. The passmark_gpu_compute score of 21789 shows compute performance trails the graphics scores but remains substantial. The 3DMark Steel Nomad DX12 score of 8637 is the lowest of the major benchmarks but still indicates strong DirectX 12 capability.

The passmark legacy DirectX tests show varied results: DirectX 10 scores 208, DirectX 11 scores 324, DirectX 12 scores 151, and DirectX 9 scores 389. The passmark_g2d score of 1415 covers 2D graphics performance. These results indicate the RTX 5080 performs best in modern APIs and Vulkan, with weaker results in older DirectX versions. The AI PRO 9600D has no comparable scores, so no direct numerical comparison is possible from the recorded data.

The nearest rivals for the RTX 5080 provide context for its performance. The AMD Radeon 8060S scores 55757, which is 0.6% lower than the RTX 5080's 56083 average. The AMD Radeon RX 6750 GRE 12 GB scores 55698, a 0.7% deficit. The AMD Radeon Pro W5700X scores 54828, trailing by 2.3%. The AMD Radeon RX 9070 GRE scores 57367, leading the RTX 5080 by 2.2%. These deltas show the RTX 5080 is competitive with but not dominant over its closest rivals, with all differences within a few percentage points.

The RTX 5080's FP32 throughput of 56.28 TFLOPS and FP16 throughput of 56.28 TFLOPS (1:1) are both more than double the AI PRO 9600D's 24.82 TFLOPS in each precision. The pixel rate of 293.1 GPixel/s on the RTX 5080 exceeds the 193.9 GPixel/s on the AMD card, and the texture rate of 879.3 GTexel/s on the NVIDIA card more than doubles the 387.8 GTexel/s on the AMD card. These specification-level differences reinforce the benchmark gap, even though no direct head-to-head benchmark scores exist.

Specification Differences

The two cards differ across nearly every specification category. The AI PRO 9600D uses RDNA 4.0 on a 4 nm TSMC process with 53,900 million transistors on a 357 mm² die, while the RTX 5080 uses Blackwell 2.0 on a 5 nm TSMC process with 45,600 million transistors on a 378 mm² die. The AMD card has a higher transistor density at 151.0M per mm² versus 120.6M per mm² for the NVIDIA card.

Clock speeds favor the RTX 5080 with a base of 2295 MHz and boost of 2617 MHz, compared to the AI PRO 9600D's base of 1080 MHz and boost of 2020 MHz. The AMD card has a game clock of 1080 MHz, while the NVIDIA card has no game clock listed. Memory clocks show the AMD card at 2250 MHz with 18 Gbps effective speed, while the NVIDIA card runs at 1875 MHz with 30 Gbps effective speed.

Memory capacity and type are major differentiators: 32 GB GDDR6 for the AMD card versus 16 GB GDDR7 for the NVIDIA card. Both use a 256 bit bus, but bandwidth is 576.0 GB/s for the AMD card and 960.0 GB/s for the NVIDIA card. The RTX 5080 has 10752 shading units, 336 TMUs, 112 ROPs, 84 RT cores, and 336 tensor cores, while the AI PRO 9600D has 3072 shading units, 192 TMUs, 96 ROPs, 48 RT cores, and no tensor cores.

Power and physical specifications diverge sharply. The AI PRO 9600D has a TDP of 150 W, is single-slot, uses one 16-pin connector, and requires a 450 W PSU. The RTX 5080 has a TDP of 360 W, is dual-slot, uses one 16-pin connector, and requires a 750 W PSU. The AMD card measures 241 mm by 111 mm by 19 mm, while the NVIDIA card measures 304 mm by 137 mm by 40 mm. Display outputs are limited to one DisplayPort 2.1a on the AMD card, while the NVIDIA card offers one HDMI 2.1b and three DisplayPort 2.1b outputs.

The AI PRO 9600D was released on 2025-12-10, while the RTX 5080 was released on 2025-01-29, making the NVIDIA card roughly ten months older. The RTX 5080 has a launch MSRP of 999 USD. Both cards use PCIe 5.0 x16 and support DirectX 12 Ultimate (12_2), OpenGL 4.6, and Vulkan 1.4. The AMD card belongs to the Radeon Pro Navi generation with a predecessor of Radeon Pro Vega, while the RTX 5080 is in the GeForce 50 generation with a predecessor of GeForce 40 and a successor of GeForce 60.