AMD Radeon AI PRO 9600D vs NVIDIA N1 16SM Comparison

Where Each One Wins

The recorded database contains no head-to-head benchmark entries for the AMD Radeon AI PRO 9600D versus the NVIDIA N1 16SM. Both entries show zero wins, zero benchmark scores, and no nearest rival comparisons. The absence of measured data means a direct win/loss split cannot be established from the current records.

The AMD Radeon AI PRO 9600D carries a percentile rank of 50 against all GPUs, placing it at the midpoint of the database distribution. The NVIDIA N1 16SM also holds a percentile rank of 50. With identical percentiles and no benchmark scores, the two parts sit at the same relative position in the overall ranking, though this reflects database positioning rather than measured performance.

The AMD part is configured as a discrete, single-slot add-in card with a 16-pin power connector. The NVIDIA part is an integrated graphics processor with no power connectors and an IGP form factor. This distinction suggests different deployment contexts: the AMD card targets systems with a dedicated PCIe slot and external power delivery, while the NVIDIA IGP integrates into a host platform without separate graphics power.

Architecture Differences

The AMD Radeon AI PRO 9600D uses the Navi 48 chip built on RDNA 4.0 architecture, manufactured on a 4 nm process at TSMC. The NVIDIA N1 16SM uses the GB20B chip built on Blackwell 2.0 architecture, manufactured on a 5 nm process, also at TSMC. The process node difference, 4 nm versus 5 nm, gives the AMD silicon a denser manufacturing process.

Transistor counts differ sharply. AMD lists 53,900 million transistors on a 357 mm² die, yielding a density of 151.0 million transistors per square millimeter. NVIDIA lists transistor count as unknown, with a die size of 382 mm² and no density figure recorded. The AMD die is smaller in area despite carrying a known, large transistor population; the NVIDIA die is larger but its transistor population is unrecorded.

The AMD part provides 3,072 shading units, 192 texture mapping units, 96 raster operation pipelines, and 48 ray tracing cores. The NVIDIA part provides 2,048 shading units, 128 TMUs, 24 ROPs, and 16 ray tracing cores. AMD also lists no tensor core count, while NVIDIA lists 64 tensor cores. The NVIDIA architecture includes dedicated tensor hardware; AMD does not report an equivalent in the database.

AMD clocks run at 1080 MHz base and 2020 MHz boost, with a game clock also listed at 1080 MHz. NVIDIA runs at 741 MHz base and 2346 MHz boost, with no game clock recorded. The NVIDIA boost clock is higher by 326 MHz, but its base clock is 339 MHz lower. The AMD part derives its rate from a higher base and a lower boost ceiling.

API support differs completely. AMD lists DirectX 12 Ultimate (12_2), OpenGL 4.6, and Vulkan 1.4. NVIDIA lists N/A for DirectX, OpenGL, and Vulkan, which indicates the N1 16SM does not expose the same conventional graphics API stack in the database.

Head-to-Head Benchmarks

No head-to-head benchmark records exist for this pairing. The database shows zero entries in the headToHeadBenchmarks field, zero wins for either side, and an average benchmark score of zero for both parts. Because no measured scores are recorded, no exact performance deltas can be cited.

The absence of data does not prevent a comparison of theoretical output rates derived from clock, core, and memory configuration. AMD reports an FP32 throughput of 24.82 TFLOPS and an identical FP16 throughput of 24.82 TFLOPS, reflecting a 1:1 ratio. NVIDIA reports 9.609 TFLOPS for both FP32 and FP16, also at 1:1. The AMD part delivers 15.211 TFLOPS more FP32 compute, which is roughly 2.6 times the NVIDIA figure.

Pixel and texture rates follow a similar pattern. AMD lists a pixel rate of 193.9 GPixel/s and a texture rate of 387.8 GTexel/s. NVIDIA lists 56.30 GPixel/s and 300.3 GTexel/s. AMD leads pixel throughput by 137.6 GPixel/s and texture throughput by 87.5 GTexel/s.

Memory bandwidth favors AMD substantially. The AMD card uses 32 GB of GDDR6 on a 256 bit bus, with 576.0 GB/s of bandwidth. The NVIDIA IGP uses 128 GB of LPDDR5X on a 256 bit bus, with 273.2 GB/s. AMD delivers 302.8 GB/s more bandwidth despite a quarter of the memory capacity. The NVIDIA part provides four times the capacity at lower bandwidth.

Clock rates interact with these figures. NVIDIA reaches 2346 MHz boost, which is 326 MHz above the AMD boost of 2020 MHz, but the NVIDIA core count of 2,048 is lower by 1,024 shading units. The higher boost clock cannot close the compute gap created by the smaller core configuration.

Specification Differences

The two parts differ across nearly every recorded specification category.

Memory: AMD uses 32 GB GDDR6 with 576.0 GB/s bandwidth. NVIDIA uses 128 GB LPDDR5X with 273.2 GB/s bandwidth. Both use a 256 bit bus. The capacity difference is 96 GB in NVIDIA's favor; the bandwidth difference is 302.8 GB/s in AMD's favor.

Core configuration: AMD has 3,072 shading units, 192 TMUs, and 96 ROPs. NVIDIA has 2,048 shading units, 128 TMUs, and 24 ROPs. AMD leads by 1,024 shading units, 64 TMUs, and 72 ROPs.

Ray tracing and tensor hardware: AMD has 48 ray tracing cores and no tensor core count. NVIDIA has 16 ray tracing cores and 64 tensor cores. AMD leads ray tracing cores by 32; NVIDIA holds the only tensor core figure.

Clocks: AMD base is 1080 MHz, boost is 2020 MHz, game clock is 1080 MHz, memory clock is 2250 MHz with 18 Gbps effective. NVIDIA base is 741 MHz, boost is 2346 MHz, no game clock, memory clock is 1067 MHz with 8.5 Gbps effective.

Physical and power: AMD is a single-slot card, 241 mm long, 111 mm high, 19 mm wide, with a 150 W TDP, one 16-pin power connector, and a suggested 450 W power supply. NVIDIA is an IGP with no dimensions, no TDP recorded, no power connectors, and no suggested PSU.

Process and silicon: AMD is 4 nm with 53,900 million transistors on 357 mm². NVIDIA is 5 nm with unknown transistors on 382 mm².

Outputs and interface: AMD has one DisplayPort 2.1a and PCIe 5.0 x16. NVIDIA has one HDMI and PCIe 5.0 x16.

Release timing: AMD released on 2025-12-10. NVIDIA releases on 2026-05-31. The AMD part precedes the NVIDIA part by roughly six months in the database.

FAQ

Q: Which GPU has more shading units?

A: The AMD Radeon AI PRO 9600D has 3,072 shading units, compared to 2,048 on the NVIDIA N1 16SM.

Q: How much memory does each GPU carry?

A: The AMD Radeon AI PRO 9600D carries 32 GB of GDDR6. The NVIDIA N1 16SM carries 128 GB of LPDDR5X.

Q: Which GPU provides higher memory bandwidth?

A: The AMD Radeon AI PRO 9600D provides 576.0 GB/s, while the NVIDIA N1 16SM provides 273.2 GB/s.

Q: Does the NVIDIA N1 16SM have tensor cores?

A: Yes, the NVIDIA N1 16SM lists 64 tensor cores. The AMD Radeon AI PRO 9600D does not report a tensor core count.

Q: What is the FP32 compute of each GPU?

A: The AMD Radeon AI PRO 9600D delivers 24.82 TFLOPS. The NVIDIA N1 16SM delivers 9.609 TFLOPS.

Q: When did each GPU release?

A: The AMD Radeon AI PRO 9600D released on 2025-12-10. The NVIDIA N1 16SM is dated 2026-05-31.

The Verdict

The recorded data points to two distinct design philosophies. The AMD Radeon AI PRO 9600D is a discrete card with high compute throughput, high bandwidth, and a conventional graphics API stack. The NVIDIA N1 16SM is an integrated processor with large memory capacity, tensor cores, and no traditional graphics API support in the database.

For compute-oriented workloads measured by FP32 and FP16 throughput, the AMD part is the clear choice from the data. It delivers 24.82 TFLOPS against 9.609 TFLOPS, a lead of 15.211 TFLOPS. Its pixel rate of 193.9 GPixel/s and texture rate of 387.8 GTexel/s further reinforce a rasterization-oriented profile.

For memory capacity, the NVIDIA part dominates. At 128 GB versus 32 GB, it offers four times the capacity, which suits workloads that hold very large datasets on the GPU. The LPDDR5X memory type and IGP form factor indicate a different power and integration envelope, though the database does not record a TDP for the NVIDIA part.

The lack of measured benchmarks means no real-world performance verdict can be drawn. The theoretical specifications give AMD the edge in raw throughput and bandwidth, while NVIDIA leads in capacity and tensor hardware. Users requiring maximum FP32 rate and memory bandwidth would select the AMD card based on the numbers. Users requiring 128 GB of on-package memory and tensor core support would select the NVIDIA IGP. Both parts occupy the 50th percentile in the database, and both production statuses are listed as Active.