NVIDIA N1 16SM vs NVIDIA RTX 5000 Embedded Ada Generation Comparison

Head-to-Head Benchmarks

The recorded database contains no head-to-head benchmark results for these two GPUs, and neither part has an average benchmark score or a percentile rank that separates them from the broader field. Both sit at the 50th percentile among all GPUs in the database, with an average benchmark score of 0. This means the comparison must rest entirely on the architectural and specification data captured in the database.

The clearest numerical gap appears in raw compute throughput. The RTX 5000 Embedded Ada Generation delivers 32.69 TFLOPS FP32 and the same 32.69 TFLOPS FP16 (1:1), while the N1 16SM reaches 9.609 TFLOPS in both FP32 and FP16 (1:1). That places the RTX 5000 roughly 3.4 times ahead of the N1 16SM in peak floating-point work, a substantial margin for any workload that scales with shader or tensor throughput.

Texture and pixel throughput follow the same pattern. The RTX 5000 produces 510.7 GTexel/s against 300.3 GTexel/s for the N1 16SM, a 1.7x advantage. Pixel fill rate favors the RTX 5000 even more strongly: 188.2 GPixel/s versus 56.30 GPixel/s, a 3.3x difference. These figures reflect the RTX 5000's larger raster pipeline, with 304 TMUs and 112 ROPs compared to 128 TMUs and 24 ROPs on the N1 16SM.

Memory bandwidth is another decisive split. The RTX 5000 uses 16 GB of GDDR6 on a 256-bit bus at 576.0 GB/s. The N1 16SM uses 128 GB of LPDDR5X on a 256-bit bus at 273.2 GB/s. The RTX 5000 has 2.1 times the bandwidth, which matters directly for texture-heavy scenes, large framebuffers, and data-intensive compute kernels. The N1 16SM counters with 8 times the memory capacity, a tradeoff that favors different workloads entirely.

Clock behavior also differs. The RTX 5000 has a lower boost clock at 1680 MHz but a higher base clock at 930 MHz. The N1 16SM boosts to 2346 MHz from a 741 MHz base. The N1's higher boost suggests it can reach higher instantaneous frequency under light load, but the RTX 5000's higher base clock indicates a more sustained floor. The N1's 2346 MHz boost partially compensates for its smaller core count, but not enough to close the FP32 gap.

The RTX 5000 carries 9728 shading units, 304 tensor cores, and 76 RT cores. The N1 16SM has 2048 shading units, 64 tensor cores, and 16 RT cores. The RTX 5000 leads by 4.75x in shader count, 4.75x in tensor core count, and 4.75x in RT core count. These ratios align with the FP32 throughput difference, confirming that the architectural scaling is consistent across compute domains.

The Verdict

The data points to a clear performance hierarchy. The RTX 5000 Embedded Ada Generation is the faster GPU by every measured compute and rendering metric in the database. It leads in FP32 throughput, FP16 throughput, texture rate, pixel rate, memory bandwidth, shader count, tensor core count, and RT core count. The only category where the N1 16SM wins outright is memory capacity, with 128 GB versus 16 GB.

For workloads that depend on peak floating-point performance, rasterization speed, or memory bandwidth, the RTX 5000 is the stronger choice. The 3.4x FP32 advantage and 3.3x pixel rate advantage are large enough to dominate GPU-bound rendering and compute tasks. The RTX 5000 also supports DirectX 12 Ultimate (12_2), OpenGL 4.6, and Vulkan 1.4, whereas the N1 16SM lists N/A for all three APIs, which limits its applicability in standard graphics software stacks.

The N1 16SM serves a different role. Its 128 GB memory capacity is 8 times larger, and its 5 nm process node matches the RTX 5000's process node. The N1's architecture is Blackwell 2.0, a newer generation than Ada Lovelace, but the database records no benchmarks that would translate that architectural generation into measured performance. The N1 also uses PCIe 5.0 x16, while the RTX 5000 uses PCIe 4.0 x16, which gives the N1 a newer bus interface for host communication.

Neither GPU has a launch MSRP recorded, so no price-based analysis is possible. Both are listed as Active in production status. The RTX 5000 was released on 2023-03-20, while the N1 16SM carries a release date of 2026-05-31, making the N1 the newer product by release date. The RTX 5000's predecessor is Ampere-MW and its successor is Blackwell-MW, placing it in a direct product lineage. The N1 has no predecessor or successor listed.

Where Each One Wins

The RTX 5000 Embedded Ada Generation wins in every performance category recorded in the database. Its 32.69 TFLOPS FP32 and FP16 throughput makes it suitable for compute-heavy tasks such as simulation, rendering, or machine learning inference that can use tensor cores. Its 576.0 GB/s memory bandwidth supports high-resolution textures and large data sets that must stay resident in VRAM. The 76 RT cores and 304 tensor cores provide dedicated hardware for ray tracing and AI acceleration, respectively. The 112 ROPs and 188.2 GPixel/s pixel rate handle high-resolution rasterization efficiently. The 304 TMUs and 510.7 GTexel/s texture rate feed the shader pipeline with ample texture data.

The N1 16SM wins in memory capacity and bus interface generation. Its 128 GB LPDDR5X memory dwarfs the RTX 5000's 16 GB GDDR6, making it the choice for workloads that need to hold very large models or data sets entirely in GPU memory. The 273.2 GB/s bandwidth is lower, but the capacity advantage may matter more for certain inference or data-processing tasks. The N1's PCIe 5.0 x16 interface is one generation newer than the RTX 5000's PCIe 4.0 x16, which could reduce host-to-device transfer bottlenecks in systems that support PCIe 5.0.

The N1 also has a higher boost clock at 2346 MHz versus 1680 MHz, which could give it an edge in latency-sensitive, low-occupancy workloads that respond to single-thread clock speed rather than raw core count. Its Blackwell 2.0 architecture is newer than Ada Lovelace, though the database records no architectural feature benchmarks to quantify the impact.

The RTX 5000 supports a full set of modern graphics APIs: DirectX 12 Ultimate (12_2), OpenGL 4.6, and Vulkan 1.4. The N1 lists N/A for all three, meaning the database records no API support for it. This makes the RTX 5000 the only one of the two that can be used in standard DirectX, OpenGL, or Vulkan applications based on the recorded data.

FAQ

Q: Which GPU has higher FP32 performance?

A: The RTX 5000 Embedded Ada Generation has 32.69 TFLOPS FP32, while the N1 16SM has 9.609 TFLOPS FP32. The RTX 5000 is approximately 3.4 times faster in FP32 throughput.

Q: How much memory does each GPU have?

A: The N1 16SM has 128 GB of LPDDR5X memory on a 256-bit bus. The RTX 5000 has 16 GB of GDDR6 memory on a 256-bit bus. The N1 has 8 times the capacity, while the RTX 5000 has 2.1 times the bandwidth (576.0 GB/s versus 273.2 GB/s).

Q: Which GPU has more shading units?

A: The RTX 5000 has 9728 shading units. The N1 16SM has 2048 shading units. The RTX 5000 leads by a factor of 4.75.

Q: What are the boost clocks of the two GPUs?

A: The N1 16SM has a boost clock of 2346 MHz and a base clock of 741 MHz. The RTX 5000 has a boost clock of 1680 MHz and a base clock of 930 MHz.

Q: Which GPU supports DirectX 12 Ultimate?

A: Only the RTX 5000 Embedded Ada Generation lists DirectX 12 Ultimate (12_2) support. The N1 16SM lists N/A for DirectX, OpenGL, and Vulkan.

Q: What is the process node for each GPU?

A: Both GPUs are manufactured on a 5 nm process at TSMC. The RTX 5000 has a transistor count of 45,900 million and a die size of 379 mm². The N1 16SM has an unknown transistor count and a die size of 382 mm².

Architecture Differences

The two GPUs belong to different architecture generations. The N1 16SM uses Blackwell 2.0, which the database classifies under the generation "Blackwell IGP (N1x)". The RTX 5000 uses Ada Lovelace, classified under the generation "Ada-MW". The N1's chip is GB20B, while the RTX 5000's chip is AD103.

The N1 16SM has 2048 shading units, 128 TMUs, 24 ROPs, 16 RT cores, and 64 tensor cores. The RTX 5000 has 9728 shading units, 304 TMUs, 112 ROPs, 76 RT cores, and 304 tensor cores. The RTX 5000's core counts are uniformly 4.75x higher across shaders, RT cores, and tensor cores, with smaller leads in TMUs (2.375x) and ROPs (4.67x).

Memory architecture differs in type and bandwidth. The N1 uses LPDDR5X at 1067 MHz (8.5 Gbps effective) for 273.2 GB/s. The RTX 5000 uses GDDR6 at 2250 MHz (18 Gbps effective) for 576.0 GB/s. Both use a 256-bit bus, so the bandwidth difference comes entirely from memory clock and type.

The N1 16SM has a 382 mm² die size with unknown transistor count. The RTX 5000 has a 379 mm² die size with 45,900 million transistors, giving it a transistor density of 121.1M per mm². Both use a 5 nm process at TSMC, so the density difference reflects the architectural design choices.

The N1 16SM uses a PCIe 5.0 x16 bus interface. The RTX 5000 uses PCIe 4.0 x16. The N1 has one HDMI display output, while the RTX 5000's display outputs are listed as "Portable Device Dependent".

API support separates the two sharply. The RTX 5000 supports DirectX 12 Ultimate (12_2), OpenGL 4.6, and Vulkan 1.4. The N1 16SM lists N/A for all three APIs, indicating the database records no graphics API support for it.

Specification Differences

The following specifications differ between the two GPUs, based solely on the recorded data:

• Architecture: Blackwell 2.0 for the N1 16SM, Ada Lovelace for the RTX 5000.
• Chip: GB20B for the N1 16SM, AD103 for the RTX 5000.
• Transistors: Unknown for the N1 16SM, 45,900 million for the RTX 5000.
• Transistor density: Not recorded for the N1 16SM, 121.1M per mm² for the RTX 5000.
• Base clock: 741 MHz for the N1 16SM, 930 MHz for the RTX 5000.
• Boost clock: 2346 MHz for the N1 16SM, 1680 MHz for the RTX 5000.
• Memory clock: 1067 MHz (8.5 Gbps effective) for the N1 16SM, 2250 MHz (18 Gbps effective) for the RTX 5000.
• Memory size: 128 GB for the N1 16SM, 16 GB for the RTX 5000.
• Memory type: LPDDR5X for the N1 16SM, GDDR6 for the RTX 5000.
• Memory bandwidth: 273.2 GB/s for the N1 16SM, 576.0 GB/s for the RTX 5000.
• Shading units: 2048 for the N1 16SM, 9728 for the RTX 5000.
• TMUs: 128 for the N1 16SM, 304 for the RTX 5000.
• ROPs: 24 for the N1 16SM, 112 for the RTX 5000.
• RT cores: 16 for the N1 16SM, 76 for the RTX 5000.
• Tensor cores: 64 for the N1 16SM, 304 for the RTX 5000.
• Pixel rate: 56.30 GPixel/s for the N1 16SM, 188.2 GPixel/s for the RTX 5000.
• Texture rate: 300.3 GTexel/s for the N1 16SM, 510.7 GTexel/s for the RTX 5000.
• FP32 performance: 9.609 TFLOPS for the N1 16SM, 32.69 TFLOPS for the RTX 5000.
• FP16 performance: 9.609 TFLOPS (1:1) for the N1 16SM, 32.69 TFLOPS (1:1) for the RTX 5000.
• TDP: Unknown for the N1 16SM, 120 W for the RTX 5000.
• Bus interface: PCIe 5.0 x16 for the N1 16SM, PCIe 4.0 x16 for the RTX 5000.
• Display outputs: 1x HDMI for the N1 16SM, Portable Device Dependent for the RTX 5000.
• API support: N/A for DirectX, OpenGL, and Vulkan on the N1 16SM; DirectX 12 Ultimate (12_2), OpenGL 4.6, and Vulkan 1.4 for the RTX 5000.
• Release date: 2026-05-31 for the N1 16SM, 2023-03-20 for the RTX 5000.
• Predecessor: None for the N1 16SM, Ampere-MW for the RTX 5000.
• Successor: None for the N1 16SM, Blackwell-MW for the RTX 5000.
• Die size: 382 mm² for the N1 16SM, 379 mm² for the RTX 5000.

Both GPUs share a 5 nm process node, TSMC foundry, 256-bit memory bus, IGP slot width, no power connectors, no suggested PSU, and Active production status. Neither has a launch MSRP recorded.