NVIDIA RTX 2000 Embedded Ada Generation vs Lisuan Tech LX PRO Comparison

Head-to-Head Benchmarks

The database contains no recorded benchmark scores for either the NVIDIA RTX 2000 Embedded Ada Generation or the Lisuan Tech LX PRO. Both cards carry a percentile rank of 50 against all GPUs, and both have an average benchmark score of zero in the current dataset. This absence of measured results means direct performance comparisons cannot be quantified from recorded data alone.

However, the theoretical specifications offer a basis for projection. The Lisuan Tech LX PRO delivers a FP32 throughput of 24.58 TFLOPS, which is roughly double the 12.35 TFLOPS of the NVIDIA RTX 2000 Embedded Ada Generation. In FP16 workloads, the gap widens further: the LX PRO reaches 49.15 TFLOPS at a 2:1 ratio, while the RTX 2000 achieves 12.35 TFLOPS at a 1:1 ratio. These numbers indicate that the LX PRO holds a substantial raw compute advantage in both single-precision and half-precision tasks.

Memory bandwidth follows a similar pattern. The LX PRO offers 432.0 GB/s across a 192-bit bus, compared to 256.0 GB/s on a 128-bit bus for the RTX 2000. That represents a 68.75% bandwidth advantage for the Lisuan part. The LX PRO also doubles the pixel rate at 192.0 GPixel/s versus 96.48 GPixel/s, and doubles the texture rate at 384.0 GTexel/s versus 193.0 GTexel/s.

The RTX 2000 Embedded Ada Generation counters with architectural features that the LX PRO does not list. The NVIDIA card includes 24 RT cores and 96 tensor cores, while the LX PRO specification omits RT core and tensor core counts entirely. This suggests the RTX 2000 has dedicated hardware for ray tracing and AI acceleration, whereas the LX PRO does not disclose equivalent units.

Where Each One Wins

The Lisuan Tech LX PRO appears better suited for compute-heavy workloads. Its FP32 output of 24.58 TFLOPS and FP16 output of 49.15 TFLOPS indicate strong performance for general-purpose GPU compute, scientific simulation, or any task that stresses raw shader throughput. The 24 GB memory capacity, combined with 432.0 GB/s bandwidth, provides ample storage and data movement for large datasets, such as machine learning training sets or high-resolution texture workloads.

The NVIDIA RTX 2000 Embedded Ada Generation wins on efficiency and specialized features. Its 50 W TDP is a fraction of the LX PRO's 225 W TDP, making it suitable for power-constrained environments like embedded systems or portable devices. The presence of RT cores and tensor cores gives it dedicated capabilities for ray-traced rendering and tensor-accelerated inference, which the LX PRO does not appear to offer based on the recorded specifications. The RTX 2000 also supports Vulkan 1.4, while the LX PRO is limited to Vulkan 1.3.

The LX PRO, with its dual-slot design, 1x 16-pin power connector, and suggested 550 W PSU, targets desktop or workstation builds where power and space are available. The RTX 2000, with an IGP slot width and no power connectors, targets integrated or embedded deployments.

Architecture Differences

The two GPUs come from different architectural lineages. The NVIDIA RTX 2000 Embedded Ada Generation uses the Ada Lovelace architecture with the AD107 chip, fabricated on a 5 nm process at TSMC. It integrates 18,900 million transistors on a 159 mm² die, yielding a transistor density of 118.9M per mm². The architecture generation is listed as Ada-MW, with a predecessor of Ampere-MW and a successor of Blackwell-MW.

The Lisuan Tech LX PRO uses a "TrueGPU" architecture with the 7G105 chip, fabricated on a 6 nm process, also at TSMC. Its generation is listed as 7G100. Transistor count, die size, and transistor density are all recorded as unknown or null in the database. This makes a direct comparison of integration density impossible.

The RTX 2000 includes 3072 shading units, 96 texture mapping units, 48 ROPs, 24 RT cores, and 96 tensor cores. The LX PRO includes 6144 shading units, 192 texture mapping units, and 96 ROPs, but no RT or tensor core counts are listed. The LX PRO's shading unit count is exactly double that of the RTX 2000, which aligns with its doubled FP32 and FP16 throughput figures.

Memory architecture also differs. The RTX 2000 uses 8 GB of GDDR6 on a 128-bit bus with 256.0 GB/s bandwidth and 2000 MHz memory clock (16 Gbps effective). The LX PRO uses 24 GB of GDDR6 on a 192-bit bus with 432.0 GB/s bandwidth and 2250 MHz memory clock (18 Gbps effective).

Specification Differences

The two cards differ across nearly every measurable specification in the database.

| Specification | NVIDIA RTX 2000 Embedded Ada Generation | Lisuan Tech LX PRO |

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

| Chip | AD107 | 7G105 |

| Architecture | Ada Lovelace | TrueGPU |

| Process node | 5 nm | 6 nm |

| Transistors | 18,900 million | unknown |

| Die size | 159 mm² | unknown |

| Base clock | 1530 MHz | not listed |

| Boost clock | 2010 MHz | not listed |

| Memory clock | 2000 MHz (16 Gbps effective) | 2250 MHz (18 Gbps effective) |

| Memory size | 8 GB | 24 GB |

| Memory bus width | 128 bit | 192 bit |

| Memory bandwidth | 256.0 GB/s | 432.0 GB/s |

| Shading units | 3072 | 6144 |

| TMUs | 96 | 192 |

| ROPs | 48 | 96 |

| RT cores | 24 | not listed |

| Tensor cores | 96 | not listed |

| Pixel rate | 96.48 GPixel/s | 192.0 GPixel/s |

| Texture rate | 193.0 GTexel/s | 384.0 GTexel/s |

| FP32 | 12.35 TFLOPS | 24.58 TFLOPS |

| FP16 | 12.35 TFLOPS (1:1) | 49.15 TFLOPS (2:1) |

| TDP | 50 W | 225 W |

| Slot width | IGP | Dual-slot |

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

| Suggested PSU | not listed | 550 W |

| Display outputs | Portable Device Dependent | 4x DisplayPort 1.4a |

| Vulkan version | 1.4 | 1.3 |

| Release date | 2023-03-20 | 2026-03-16 |

| Dimensions | not listed | 248 mm length, 118 mm height, 48 mm width |

Both cards share the same PCIe 4.0 x16 bus interface, DirectX 12 Ultimate (12_2) support, OpenGL 4.6 support, GDDR6 memory type, TSMC foundry, and Active production status. Neither card has a recorded launch MSRP.

FAQ

Q: Which GPU has higher FP32 performance?

A: The Lisuan Tech LX PRO delivers 24.58 TFLOPS of FP32 throughput, compared to 12.35 TFLOPS for the NVIDIA RTX 2000 Embedded Ada Generation. The LX PRO is approximately double the RTX 2000 in this metric.

Q: What are the memory capacity and bandwidth differences?

A: The Lisuan Tech LX PRO has 24 GB of GDDR6 memory on a 192-bit bus, providing 432.0 GB/s bandwidth. The NVIDIA RTX 2000 Embedded Ada Generation has 8 GB of GDDR6 on a 128-bit bus, providing 256.0 GB/s bandwidth.

Q: Does the NVIDIA RTX 2000 Embedded Ada Generation support ray tracing?

A: Yes, the RTX 2000 includes 24 RT cores. The Lisuan Tech LX PRO does not list any RT core count in its specifications.

Q: What is the power consumption difference?

A: The NVIDIA RTX 2000 Embedded Ada Generation has a 50 W TDP and requires no power connectors. The Lisuan Tech LX PRO has a 225 W TDP, requires a 1x 16-pin power connector, and has a suggested PSU of 550 W.

Q: Which GPU supports a newer Vulkan version?

A: The NVIDIA RTX 2000 Embedded Ada Generation supports Vulkan 1.4, while the Lisuan Tech LX PRO supports Vulkan 1.3.

Q: What are the physical size differences?

A: The Lisuan Tech LX PRO is a dual-slot card measuring 248 mm in length, 118 mm in height, and 48 mm in width. The NVIDIA RTX 2000 Embedded Ada Generation has an IGP slot width with no listed dimensions, and its display outputs are described as portable device dependent.