NVIDIA N1 16SM vs NVIDIA RTX 2000 Embedded Ada Generation Comparison

Head-to-Head Benchmarks

The database contains no recorded benchmark scores for either the NVIDIA N1 16SM or the NVIDIA RTX 2000 Embedded Ada Generation. Both entries show an average benchmark score of zero and a percentile ranking of 50 among all GPUs. With no head-to-head benchmark data available, the comparison must rely entirely on the recorded specification sheets.

The raw compute figures separate the two clearly. The RTX 2000 Embedded Ada Generation delivers 12.35 TFLOPS of FP32 performance against the N1 16SM's 9.609 TFLOPS. That places the RTX 2000 roughly 28% ahead in raw shader throughput. The FP16 figures match the FP32 numbers exactly for both cards, with each listing a 1:1 ratio, so the gap carries over into half-precision workloads.

Pixel throughput tells a similar story. The RTX 2000 Embedded Ada Generation reaches 96.48 GPixel/s, while the N1 16SM manages 56.30 GPixel/s. The RTX 2000 holds a 71% advantage in pixel fill. Texture rate flips the comparison, the N1 16SM outputs 300.3 GTexel/s against the RTX 2000's 193.0 GTexel/s, giving the N1 a 56% lead in texture work.

Memory bandwidth sits close between the two. The N1 16SM uses 273.2 GB/s from its LPDDR5X memory, and the RTX 2000 Embedded Ada Generation records 256.0 GB/s from GDDR6. That is a 6.7% margin in favor of the N1. The memory capacity difference is substantial, the N1 16SM carries 128 GB while the RTX 2000 has 8 GB.

Clock speeds differ in both directions. The RTX 2000 Embedded Ada Generation starts with a 1530 MHz base clock and boosts to 2010 MHz. The N1 16SM runs a 741 MHz base and a 2346 MHz boost. The N1's boost ceiling sits 16.7% above the RTX 2000's, but the RTX 2000's base clock is more than double the N1's.

Where Each One Wins

The N1 16SM wins in texture throughput, memory capacity, and memory bandwidth. Its 128 GB of LPDDR5X versus 8 GB of GDDR6 is a 16x capacity advantage. For workloads that load large datasets into local memory, such as inference batches or large simulation states, the N1 16SM holds a clear structural edge. Its texture rate of 300.3 GTexel/s also suggests strong fill-heavy workloads, despite the lower pixel rate.

The RTX 2000 Embedded Ada Generation wins in shader compute, pixel fill, and API support. Its 12.35 TFLOPS FP32 output and 96.48 GPixel/s pixel rate give it the advantage for graphics rendering and general compute tasks that rely on raw ALU throughput. The RTX 2000 also exposes a full modern API stack, DirectX 12 Ultimate (12_2), OpenGL 4.6, and Vulkan 1.4, while the N1 16SM lists N/A for all three APIs.

The RTX 2000 carries 3072 shading units versus 2048 on the N1 16SM, a 50% higher count. It also has 24 RT cores against 16, and 96 tensor cores against 64. The N1 16SM counters with 128 texture mapping units versus 96 on the RTX 2000, which explains its texture rate advantage. The N1 also has fewer ROPs, 24 versus 48, matching its lower pixel rate.

The power profile favors the RTX 2000 in one specific way, it has a recorded 50 W TDP. The N1 16SM lists its TDP as unknown. Both are IGP form factors with no power connectors and no suggested PSU. The RTX 2000's 50 W figure makes it a low-power embedded part, while the N1's power draw cannot be confirmed from the data.

Architecture Differences

The two GPUs come from different NVIDIA architectures and generations. The N1 16SM uses the GB20B chip built on Blackwell 2.0, part of the Blackwell IGP (N1x) generation. The RTX 2000 Embedded Ada Generation uses the AD107 chip on Ada Lovelace, from the Ada-MW generation. Both are fabricated by TSMC on a 5 nm process node.

Die size differs significantly. The N1 16SM measures 382 mm², while the RTX 2000 Embedded Ada Generation measures 159 mm². The RTX 2000 records 18,900 million transistors on that smaller die, giving a transistor density of 118.9M per mm². The N1 16SM lists transistor count as unknown, so density cannot be calculated.

The memory subsystems use different technologies. The N1 16SM pairs 128 GB of LPDDR5X on a 256-bit bus with 273.2 GB/s bandwidth. The RTX 2000 Embedded Ada Generation uses 8 GB of GDDR6 on a 128-bit bus with 256.0 GB/s bandwidth. The N1's bus width is double the RTX 2000's, but the bandwidth gap is modest because the RTX 2000 runs its memory at 2000 MHz (16 Gbps effective) versus the N1's 1067 MHz (8.5 Gbps effective).

Bus interface also differs. The N1 16SM connects over PCIe 5.0 x16, while the RTX 2000 Embedded Ada Generation uses PCIe 4.0 x16. Display outputs diverge as well, the N1 lists a single HDMI output, while the RTX 2000 lists "Portable Device Dependent," reflecting its embedded mobile positioning.

Release timing separates the two by roughly three years. The RTX 2000 Embedded Ada Generation launched on 2023-03-20, with the Ampere-MW as its predecessor and Blackwell-MW as its successor. The N1 16SM launched on 2026-05-31 with no predecessor or successor listed. Both remain in active production status.

The RTX 2000 Embedded Ada Generation sits in the GeForce 20-series family per the database, while the N1 16SM has no series assignment. The N1's Blackwell 2.0 architecture and IGP form factor suggest a different design target than the RTX 2000's Ada-MW embedded line.

The Verdict

The recorded data points to two different design philosophies. The RTX 2000 Embedded Ada Generation offers higher raw compute, 12.35 TFLOPS FP32, more shading units at 3072, more RT cores at 24, more tensor cores at 96, and double the ROP count at 48. It also carries full DirectX 12 Ultimate, OpenGL 4.6, and Vulkan 1.4 support. For graphics-heavy embedded workloads and applications that need modern API access, the RTX 2000 is the stronger part.

The N1 16SM counters with a 128 GB memory pool, a 256-bit bus, and a higher texture rate of 300.3 GTexel/s. Its 273.2 GB/s bandwidth edges out the RTX 2000's 256.0 GB/s. The N1 also boosts higher at 2346 MHz versus 2010 MHz and connects over PCIe 5.0 x16 instead of PCIe 4.0 x16. For workloads that need large local memory capacity or heavy texture sampling, the N1 has the structural advantage.

The 50 W TDP on the RTX 2000 confirms a low-power embedded design. The N1's TDP is unknown, so direct power comparison is impossible from the data. The RTX 2000's smaller 159 mm² die and known transistor count of 18,900 million indicate a more conventional embedded GPU footprint, while the N1's 382 mm² die is substantially larger.

Users who need shader throughput, pixel fill, ray tracing cores, or API compatibility should favor the RTX 2000 Embedded Ada Generation. Users who need massive memory capacity, wider memory bus, or texture throughput should favor the N1 16SM. Without benchmark scores, the specification sheets define the choice.

FAQ

Q: Which GPU has higher FP32 performance?

A: The RTX 2000 Embedded Ada Generation delivers 12.35 TFLOPS of FP32 compute, while the N1 16SM delivers 9.609 TFLOPS.

Q: How much memory does each GPU carry?

A: The N1 16SM has 128 GB of LPDDR5X memory on a 256-bit bus. The RTX 2000 Embedded Ada Generation has 8 GB of GDDR6 memory on a 128-bit bus.

Q: Which GPU has faster memory bandwidth?

A: The N1 16SM records 273.2 GB/s, slightly ahead of the RTX 2000 Embedded Ada Generation's 256.0 GB/s.

Q: What APIs does each GPU support?

A: The RTX 2000 Embedded Ada Generation supports DirectX 12 Ultimate (12_2), OpenGL 4.6, and Vulkan 1.4. The N1 16SM lists N/A for DirectX, OpenGL, and Vulkan.

Q: What is the process node for both GPUs?

A: Both the N1 16SM and the RTX 2000 Embedded Ada Generation are fabricated by TSMC on a 5 nm process.

Q: Which GPU has more shading units?

A: The RTX 2000 Embedded Ada Generation has 3072 shading units, compared to 2048 on the N1 16SM.

Specification Differences

| Specification | NVIDIA N1 16SM | NVIDIA RTX 2000 Embedded Ada Generation |

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

| Chip | GB20B | AD107 |

| Architecture | Blackwell 2.0 | Ada Lovelace |

| Generation | Blackwell IGP (N1x) | Ada-MW |

| Process Node | 5 nm | 5 nm |

| Die Size | 382 mm² | 159 mm² |

| Transistors | unknown | 18,900 million |

| Transistor Density | null | 118.9M / mm² |

| Base Clock | 741 MHz | 1530 MHz |

| Boost Clock | 2346 MHz | 2010 MHz |

| Memory Clock | 1067 MHz 8.5 Gbps effective | 2000 MHz 16 Gbps effective |

| Memory Size | 128 GB | 8 GB |

| Memory Type | LPDDR5X | GDDR6 |

| Memory Bus Width | 256 bit | 128 bit |

| Memory Bandwidth | 273.2 GB/s | 256.0 GB/s |

| Shading Units | 2048 | 3072 |

| TMUs | 128 | 96 |

| ROPs | 24 | 48 |

| RT Cores | 16 | 24 |

| Tensor Cores | 64 | 96 |

| Pixel Rate | 56.30 GPixel/s | 96.48 GPixel/s |

| Texture Rate | 300.3 GTexel/s | 193.0 GTexel/s |

| FP32 | 9.609 TFLOPS | 12.35 TFLOPS |

| FP16 | 9.609 TFLOPS (1:1) | 12.35 TFLOPS (1:1) |

| TDP | unknown | 50 W |

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

| Display Outputs | 1x HDMI | Portable Device Dependent |

| DirectX | N/A | 12 Ultimate (12_2) |

| OpenGL | N/A | 4.6 |

| Vulkan | N/A | 1.4 |

| Release Date | 2026-05-31 | 2023-03-20 |

| Predecessor | null | Ampere-MW |

| Successor | null | Blackwell-MW |