NVIDIA RTX 5000 Embedded Ada Generation X2 vs Lisuan Tech LX 7G100 Comparison

FAQ

Q: What are the core specifications of the NVIDIA RTX 5000 Embedded Ada Generation X2?

A: The NVIDIA RTX 5000 Embedded Ada Generation X2 uses the AD103 chip with Ada Lovelace architecture on a 5 nm process from TSMC. It has 45,900 million transistors on a 379 mm² die, with a transistor density of 121.1M per mm². It features 9,728 shading units, 304 TMUs, 112 ROPs, 76 RT cores, and 304 tensor cores. Its memory configuration is 16 GB of GDDR6 on a 256-bit bus, delivering 576.0 GB/s bandwidth. The base clock is 930 MHz, the boost clock is 1680 MHz, and memory runs at 2250 MHz with 18 Gbps effective speed. It has a 150 W TDP, uses an IGP slot width, has no power connectors, and uses a PCIe 4.0 x16 interface.

Q: What are the core specifications of the Lisuan Tech LX 7G100?

A: The Lisuan Tech LX 7G100 uses the 7G106 chip with TrueGPU architecture on a 6 nm process from TSMC. It has 6,144 shading units, 192 TMUs, and 96 ROPs. It has 12 GB of GDDR6 memory on a 192-bit bus, providing 432.0 GB/s bandwidth. Memory runs at 2250 MHz with 18 Gbps effective speed. The pixel rate is 192.0 GPixel/s, texture rate is 384.0 GTexel/s, FP32 performance is 24.58 TFLOPS, and FP16 performance is 49.15 TFLOPS with a 2:1 ratio. The TDP is 225 W, it is a dual-slot card requiring a 1x 8-pin power connector and a 550 W suggested PSU. It uses PCIe 4.0 x16 and has 4x DisplayPort 1.4a outputs. Its dimensions are 294 mm in length, 120 mm in height, and 49 mm in width.

Q: Which GPU has higher FP32 compute performance?

A: The NVIDIA RTX 5000 Embedded Ada Generation X2 delivers 32.69 TFLOPS of FP32 performance, which is higher than the Lisuan Tech LX 7G100's 24.58 TFLOPS. This represents a 33% advantage for the NVIDIA GPU in single-precision floating-point throughput.

Q: Which GPU has higher FP16 compute performance?

A: The Lisuan Tech LX 7G100 achieves 49.15 TFLOPS of FP16 performance with a 2:1 ratio, which is higher than the NVIDIA RTX 5000 Embedded Ada Generation X2's 32.69 TFLOPS with a 1:1 ratio. The Lisuan Tech GPU holds a 50% advantage in half-precision compute throughput.

Q: How do the memory subsystems compare?

A: The NVIDIA RTX 5000 Embedded Ada Generation X2 has 16 GB of GDDR6 on a 256-bit bus with 576.0 GB/s bandwidth. The Lisuan Tech LX 7G100 has 12 GB of GDDR6 on a 192-bit bus with 432.0 GB/s bandwidth. The NVIDIA GPU provides 33% more memory capacity and 33% more bandwidth.

Q: What are the power and physical requirements for each GPU?

A: The NVIDIA RTX 5000 Embedded Ada Generation X2 has a 150 W TDP and uses an integrated GPU (IGP) slot width with no power connectors, making it suitable for embedded applications. The Lisuan Tech LX 7G100 has a 225 W TDP, requires a dual-slot form factor, uses a 1x 8-pin power connector, and recommends a 550 W power supply.

Architecture Differences

The two GPUs represent fundamentally different design philosophies. The NVIDIA RTX 5000 Embedded Ada Generation X2 is built on Ada Lovelace architecture using the AD103 chip, fabricated on a 5 nm process at TSMC. It integrates 45,900 million transistors on a 379 mm² die, achieving a transistor density of 121.1M per mm². This high-density design enables the inclusion of dedicated RT cores (76) and tensor cores (304), which are absent from the Lisuan Tech LX 7G100's specification sheet.

The Lisuan Tech LX 7G100 uses the 7G106 chip with a TrueGPU architecture, fabricated on a 6 nm process at TSMC. Its transistor count and die size are not recorded in the database. While it lacks dedicated RT and tensor cores, it compensates with a 2:1 FP16 ratio, allowing its FP16 throughput to exceed its FP32 throughput. The NVIDIA GPU uses a 1:1 FP16 ratio, meaning its FP16 and FP32 performance are identical.

The NVIDIA GPU is a 150 W embedded part with an IGP slot width and no power connectors, indicating it is designed for direct integration into portable or embedded systems. The Lisuan Tech GPU is a 225 W dual-slot card measuring 294 mm in length, 120 mm in height, and 49 mm in width, requiring a 1x 8-pin power connector and a 550 W suggested PSU. This positions it as a conventional add-in board for desktop workstations.

Both GPUs support PCIe 4.0 x16 and DirectX 12 Ultimate (12_2), as well as OpenGL 4.6. The NVIDIA GPU supports Vulkan 1.4, while the Lisuan Tech GPU supports Vulkan 1.3. The Lisuan Tech GPU provides 4x DisplayPort 1.4a outputs, while the NVIDIA GPU's display outputs are listed as portable device dependent.

Head-to-Head Benchmarks

The database records no direct benchmark comparisons between the NVIDIA RTX 5000 Embedded Ada Generation X2 and the Lisuan Tech LX 7G100. Both GPUs have zero recorded benchmark scores and hold identical 50th percentile positions among all GPUs in the database. The head-to-head benchmark table is empty, and neither GPU is listed as a nearest rival to the other.

Despite the absence of measured benchmark data, the recorded specifications allow for analytical comparison of theoretical performance ceilings. The NVIDIA GPU leads in FP32 throughput with 32.69 TFLOPS versus 24.58 TFLOPS, a 33% advantage. Its texture rate of 510.7 GTexel/s exceeds the Lisuan Tech GPU's 384.0 GTexel/s by 33%. The NVIDIA GPU also has a higher ROP count (112 versus 96) and a higher pixel rate in raw terms when considering its texture rate advantage, although the Lisuan Tech GPU's pixel rate of 192.0 GPixel/s actually exceeds the NVIDIA GPU's 188.2 GPixel/s by 2%.

The Lisuan Tech GPU takes the lead in FP16 throughput with 49.15 TFLOPS versus 32.69 TFLOPS, a 50% advantage. This gap is driven by the 2:1 FP16 ratio on the Lisuan Tech GPU, which effectively doubles its half-precision output relative to its FP32 capability. The NVIDIA GPU's 1:1 ratio means its FP16 performance is capped at its FP32 level.

Memory bandwidth favors the NVIDIA GPU, which delivers 576.0 GB/s across a 256-bit bus, compared to the Lisuan Tech GPU's 432.0 GB/s across a 192-bit bus. The NVIDIA GPU also has 16 GB of memory versus 12 GB, providing 33% more capacity.

The Lisuan Tech GPU has a higher pixel rate at 192.0 GPixel/s, which is 2% above the NVIDIA GPU's 188.2 GPixel/s. However, the NVIDIA GPU's texture rate of 510.7 GTexel/s is 33% higher than the Lisuan Tech GPU's 384.0 GTexel/s. These figures indicate that the Lisuan Tech GPU processes pixels at a slightly faster rate, while the NVIDIA GPU handles texture operations substantially faster.

Specification Differences

The two GPUs differ across nearly every recorded specification field.

Process node: The NVIDIA GPU uses 5 nm, while the Lisuan Tech GPU uses 6 nm, both fabricated by TSMC.

Transistors and die size: The NVIDIA GPU has 45,900 million transistors on a 379 mm² die with a density of 121.1M per mm². The Lisuan Tech GPU's transistor count and die size are unknown, with no density recorded.

Clock speeds: The NVIDIA GPU has a base clock of 930 MHz and a boost clock of 1680 MHz. The Lisuan Tech GPU has no base or boost clock recorded in the database.

Memory: The NVIDIA GPU has 16 GB of GDDR6 on a 256-bit bus with 576.0 GB/s bandwidth. The Lisuan Tech GPU has 12 GB of GDDR6 on a 192-bit bus with 432.0 GB/s bandwidth. Both run memory at 2250 MHz with 18 Gbps effective speed.

Compute units: The NVIDIA GPU has 9,728 shading units, 304 TMUs, 112 ROPs, 76 RT cores, and 304 tensor cores. The Lisuan Tech GPU has 6,144 shading units, 192 TMUs, and 96 ROPs, with no RT or tensor cores listed.

Performance rates: The NVIDIA GPU has a pixel rate of 188.2 GPixel/s, texture rate of 510.7 GTexel/s, FP32 of 32.69 TFLOPS, and FP16 of 32.69 TFLOPS (1:1). The Lisuan Tech GPU has a pixel rate of 192.0 GPixel/s, texture rate of 384.0 GTexel/s, FP32 of 24.58 TFLOPS, and FP16 of 49.15 TFLOPS (2:1).

Power and physical: The NVIDIA GPU has a 150 W TDP, IGP slot width, no power connectors, and no suggested PSU. The Lisuan Tech GPU has a 225 W TDP, dual-slot width, 1x 8-pin power connector, and a 550 W suggested PSU.

Dimensions: The NVIDIA GPU has no recorded dimensions. The Lisuan Tech GPU measures 294 mm in length, 120 mm in height, and 49 mm in width.

APIs: Both support DirectX 12 Ultimate (12_2) and OpenGL 4.6. The NVIDIA GPU supports Vulkan 1.4, while the Lisuan Tech GPU supports Vulkan 1.3.

Display outputs: The NVIDIA GPU's outputs are portable device dependent. The Lisuan Tech GPU has 4x DisplayPort 1.4a.

Release dates: The NVIDIA GPU was released on 2023-03-20, while the Lisuan Tech GPU was released on 2026-06-17.

Where Each One Wins

The NVIDIA RTX 5000 Embedded Ada Generation X2 wins in scenarios requiring higher FP32 compute, faster texture processing, larger memory capacity, and greater memory bandwidth. Its 32.69 TFLOPS of FP32 performance and 510.7 GTexel/s texture rate make it suited for traditional 3D rendering workloads, CAD applications, and single-precision compute tasks. The 16 GB memory capacity with 576.0 GB/s bandwidth provides 33% more capacity and bandwidth than the rival, which benefits large datasets, high-resolution textures, and memory-intensive visualization tasks. The 150 W TDP with no power connectors and IGP form factor also makes it suitable for embedded systems where power and space are constrained. The inclusion of 76 RT cores and 304 tensor cores indicates support for hardware-accelerated ray tracing and AI workloads, though no benchmark data confirms their real-world impact.

The Lisuan Tech LX 7G100 wins in scenarios requiring higher FP16 throughput, with 49.15 TFLOPS versus 32.69 TFLOPS. The 2:1 FP16 ratio suggests the GPU is optimized for half-precision compute, which is common in machine learning inference and certain scientific workloads. Its pixel rate of 192.0 GPixel/s is 2% higher than the NVIDIA GPU, indicating a slight edge in fill-rate-bound scenarios. The dual-slot design with a 1x 8-pin power connector and 550 W suggested PSU indicates it is intended for conventional desktop workstation installations where power delivery is not a constraint. Its 4x DisplayPort 1.4a outputs provide a fixed, predictable display configuration, contrasting with the NVIDIA GPU's portable-device-dependent outputs.

The Verdict

The data shows two GPUs with divergent design targets. The NVIDIA RTX 5000 Embedded Ada Generation X2 is an embedded-class part with a 150 W TDP, IGP form factor, and no power connectors, optimized for integration into portable devices. It delivers 32.69 TFLOPS of FP32 performance, 510.7 GTexel/s texture rate, 16 GB of memory, and 576.0 GB/s bandwidth. Its feature set includes 76 RT cores and 304 tensor cores, which are absent from the rival's specification sheet.

The Lisuan Tech LX 7G100 is a conventional dual-slot add-in board with a 225 W TDP, requiring a 550 W PSU. It delivers 49.15 TFLOPS of FP16 performance, 24.58 TFLOPS of FP32, 384.0 GTexel/s, and 432.0 GB/s bandwidth. Its 12 GB memory capacity is lower, but its pixel rate of 192.0 GPixel/s is marginally higher.

For users prioritizing FP32 compute, texture throughput, memory capacity, or bandwidth, the NVIDIA GPU holds the advantage. For users prioritizing FP16 compute or requiring a standard desktop card with fixed DisplayPort outputs, the Lisuan Tech GPU is the stronger choice. The absence of benchmark scores and nearest-rival comparisons means these conclusions rest entirely on specification analysis. Both GPUs hold identical 50th percentile positions in the database, and neither has a recorded average benchmark score.