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

Where Each One Wins

The recorded data for the NVIDIA RTX 5000 Embedded Ada Generation X2 and the Lisuan Tech LX MAX shows no head-to-head benchmark entries, and neither part has a single win recorded in the database. Both GPUs sit at the 50th percentile among all GPUs in the database, with an average benchmark score of zero for each. This absence of measured results means the split between them must be assessed from architectural specifications rather than comparative performance runs.

The NVIDIA part is positioned for tasks that demand higher raw FP32 throughput. Its 32.69 TFLOPS of FP32 compute exceeds the Lisuan Tech part's 24.58 TFLOPS by a clear margin. For single-precision workloads, such as traditional rasterization, physics simulation, and many compute shaders, the NVIDIA RTX 5000 Embedded Ada Generation X2 holds the advantage on paper. Its texture rate of 510.7 GTexel/s also surpasses the LX MAX's 384.0 GTexel/s, which points to stronger fill-rate-bound performance in textured scenes.

The Lisuan Tech LX MAX, however, takes the lead in FP16 compute. Its 49.15 TFLOPS at a 2:1 ratio versus FP32 is substantially higher than the NVIDIA part's 32.69 TFLOPS at a 1:1 ratio. For workloads that can use reduced precision, such as certain AI inference passes, image processing, or mixed-precision rendering techniques, the LX MAX has a theoretical edge. The LX MAX also posts a slightly higher pixel rate of 192.0 GPixel/s versus 188.2 GPixel/s for the NVIDIA part, giving it a marginal advantage in pure pixel output.

Memory capacity differs meaningfully. The NVIDIA RTX 5000 Embedded Ada Generation X2 carries 16 GB of GDDR6 on a 256-bit bus, delivering 576.0 GB/s of bandwidth. The LX MAX uses 12 GB of GDDR6 on a 192-bit bus, yielding 432.0 GB/s. For large datasets, high-resolution textures, or compute workloads that spill beyond 12 GB, the NVIDIA part is the only one of the two that fits. The LX MAX compensates with a higher memory clock: both list 2250 MHz with 18 Gbps effective, but the wider bus on the NVIDIA side produces the bandwidth advantage.

Architecture Differences

The two GPUs come from different architectural lineages. The NVIDIA RTX 5000 Embedded Ada Generation X2 uses the AD103 chip built on the Ada Lovelace architecture, fabricated by TSMC on a 5 nm process. The chip contains 45,900 million transistors on a 379 mm² die, giving a transistor density of 121.1 million per square millimeter. The Lisuan Tech LX MAX uses the 7G106 chip on the TrueGPU architecture, also from TSMC but on a 6 nm process. Its transistor count and die size are listed as unknown in the database, so no density figure can be stated.

The NVIDIA part belongs to the GeForce 50-series, with its generation listed as Ada-MW. Its predecessor is Ampere-MW and its successor is Blackwell-MW. The LX MAX belongs to the 7G100 generation with no predecessor or successor recorded. The NVIDIA release date is 2023-03-20, while the LX MAX is dated 2026-03-16, over three years later. Both parts are marked as Active in production status.

Core configuration differs substantially. The NVIDIA part has 9728 shading units, 304 texture mapping units, and 112 render output units. It also includes 76 ray tracing cores and 304 tensor cores. The LX MAX has 6144 shading units, 192 texture mapping units, and 96 render output units, but the database lists no ray tracing cores and no tensor cores for it. This means the NVIDIA part can accelerate ray-traced effects and tensor-based operations natively, while the LX MAX offers no such dedicated hardware in the recorded specifications.

Memory subsystems are also distinct. Both use GDDR6, but the NVIDIA part has 16 GB on a 256-bit bus, while the LX MAX has 12 GB on a 192-bit bus. The NVIDIA part achieves 576.0 GB/s of bandwidth, the LX MAX 432.0 GB/s. The clock configuration differs: the NVIDIA part has a base clock of 930 MHz and a boost clock of 1680 MHz, while the LX MAX has no base or boost clock listed. Both parts have the same memory clock of 2250 MHz with 18 Gbps effective.

Power and physical design diverge sharply. The NVIDIA RTX 5000 Embedded Ada Generation X2 has a TDP of 150 W, is an IGP (integrated graphics processor) slot width, and requires no power connectors. The LX MAX has a TDP of 225 W, is a dual-slot card, uses a single 16-pin power connector, and the database suggests a 550 W power supply. The LX MAX measures 248 mm in length, 118 mm in height, and 48 mm in width; the NVIDIA part has no dimensions recorded. Display outputs also differ: the NVIDIA part is listed as "Portable Device Dependent," while the LX MAX provides 4x DisplayPort 1.4a.

API support shows both parts support DirectX 12 Ultimate (12_2) and OpenGL 4.6. The NVIDIA part supports Vulkan 1.4, while the LX MAX supports Vulkan 1.3.

The Verdict

Based strictly on the recorded specifications, the NVIDIA RTX 5000 Embedded Ada Generation X2 is the stronger choice for FP32 compute, texture-heavy rendering, and memory capacity. Its 32.69 TFLOPS FP32 output, 510.7 GTexel/s texture rate, and 16 GB of VRAM make it the more capable part for general 3D rendering and compute workloads that exceed 12 GB. The presence of 76 ray tracing cores and 304 tensor cores gives it hardware acceleration paths that the LX MAX lacks entirely.

The Lisuan Tech LX MAX offers a different set of strengths. Its 49.15 TFLOPS FP16 compute at a 2:1 ratio is the highest compute figure between the two parts, and its 192.0 GPixel/s pixel rate edges out the NVIDIA part's 188.2 GPixel/s. For developers or users who prioritize mixed-precision throughput or pure pixel output, the LX MAX has a theoretical advantage. Its dual-slot form factor with a 16-pin connector and 225 W TDP suggests a desktop add-in card design, while the NVIDIA part is an embedded IGP solution.

The database shows both parts at the 50th percentile among all GPUs, with no benchmark scores or nearest rivals recorded. Without measured performance, the choice reduces to workload fit. The NVIDIA part fits embedded or portable systems with tight power budgets, since it draws 150 W and needs no external power. The LX MAX fits a conventional desktop slot with a 550 W power supply recommendation. The RTX 5000 Embedded Ada Generation X2 also supports Vulkan 1.4 versus the LX MAX's 1.3, a small but real API-level difference.

FAQ

Q: Which GPU has more FP32 compute power?

A: The NVIDIA RTX 5000 Embedded Ada Generation X2 delivers 32.69 TFLOPS of FP32, while the Lisuan Tech LX MAX delivers 24.58 TFLOPS.

Q: Which GPU has more memory bandwidth?

A: The NVIDIA part has 576.0 GB/s from 16 GB of GDDR6 on a 256-bit bus. The LX MAX has 432.0 GB/s from 12 GB of GDDR6 on a 192-bit bus.

Q: Does the Lisuan Tech LX MAX have ray tracing cores?

A: The database lists no ray tracing cores for the LX MAX. The NVIDIA part has 76 ray tracing cores.

Q: What is the power draw difference between the two?

A: The NVIDIA RTX 5000 Embedded Ada Generation X2 has a TDP of 150 W and requires no power connectors. The LX MAX has a TDP of 225 W and uses a single 16-pin connector, with a suggested 550 W power supply.

Q: Which GPU supports a newer Vulkan version?

A: The NVIDIA part supports Vulkan 1.4, while the LX MAX supports Vulkan 1.3. Both support DirectX 12 Ultimate (12_2) and OpenGL 4.6.

Q: What are the physical form factors?

A: The NVIDIA part is an IGP with no listed dimensions and no power connectors. The LX MAX is a dual-slot card measuring 248 mm by 118 mm by 48 mm.

Head-to-Head Benchmarks

The database contains no head-to-head benchmark entries for these two GPUs. The wins count for each part is zero, and both have an average benchmark score of zero. This means all comparisons must derive from the specification table rather than from executed tests.

The largest advantage for the NVIDIA RTX 5000 Embedded Ada Generation X2 appears in FP32 compute. Its 32.69 TFLOPS is roughly 33% higher than the LX MAX's 24.58 TFLOPS. In texture throughput, the NVIDIA part's 510.7 GTexel/s is about 33% ahead of the LX MAX's 384.0 GTexel/s. Memory bandwidth shows a similar pattern: 576.0 GB/s versus 432.0 GB/s, a 33% gap. These three metrics align closely and suggest a consistent performance tier difference in single-precision and fill-rate-bound scenarios.

The Lisuan Tech LX MAX counters in FP16 compute. Its 49.15 TFLOPS is 50% higher than the NVIDIA part's 32.69 TFLOPS, a substantial reversal. The LX MAX also leads in pixel rate, 192.0 GPixel/s versus 188.2 GPixel/s, though the margin is only about 2%. These two metrics define the LX MAX's strongest areas: reduced-precision compute and raster output.

Shader resources follow the same split. The NVIDIA part has 9728 shading units, 304 TMUs, and 112 ROPs. The LX MAX has 6144 shading units, 192 TMUs, and 96 ROPs. The NVIDIA part has 58% more shading units and 58% more TMUs, but only 17% more ROPs. The LX MAX's higher pixel rate despite fewer ROPs suggests a higher per-ROP efficiency in the recorded pixel rate figure, though clock data for the LX MAX is absent, so the mechanism cannot be verified from the database.

The NVIDIA part has a 5 nm process node versus the LX MAX's 6 nm, both from TSMC. The transistor count for the NVIDIA part is 45,900 million on a 379 mm² die. The LX MAX's transistor count and die size are unknown. The NVIDIA part's release date precedes the LX MAX by roughly three years, yet the LX MAX still trails in most single-precision metrics, which indicates the NVIDIA architecture remains competitive in raw throughput despite the newer release.

Specification Differences

The table below lists only the fields where the two parts differ, based on the recorded data.

| Specification | NVIDIA RTX 5000 Embedded Ada Generation X2 | Lisuan Tech LX MAX |

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

| Series | GeForce 50-series | null |

| Manufacturer | NVIDIA | Unknown |

| Chip | AD103 | 7G106 |

| Architecture | Ada Lovelace | TrueGPU |

| Generation | Ada-MW | 7G100 |

| Process node | 5 nm | 6 nm |

| Transistors | 45,900 million | unknown |

| Die size | 379 mm² | unknown |

| Transistor density | 121.1M / mm² | null |

| Base clock | 930 MHz | null |

| Boost clock | 1680 MHz | null |

| Memory size | 16 GB | 12 GB |

| Memory bus width | 256 bit | 192 bit |

| Memory bandwidth | 576.0 GB/s | 432.0 GB/s |

| Shading units | 9728 | 6144 |

| TMUs | 304 | 192 |

| ROPs | 112 | 96 |

| RT cores | 76 | null |

| Tensor cores | 304 | null |

| Pixel rate | 188.2 GPixel/s | 192.0 GPixel/s |

| Texture rate | 510.7 GTexel/s | 384.0 GTexel/s |

| FP32 | 32.69 TFLOPS | 24.58 TFLOPS |

| FP16 | 32.69 TFLOPS (1:1) | 49.15 TFLOPS (2:1) |

| TDP | 150 W | 225 W |

| Slot width | IGP | Dual-slot |

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

| Suggested PSU | null | 550 W |

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

| Vulkan | 1.4 | 1.3 |

| Dimensions | null | 248 mm, 118 mm, 48 mm |

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

| Predecessor | Ampere-MW | null |

| Successor | Blackwell-MW | null |

Both parts share several specifications: GDDR6 memory type, 2250 MHz memory clock with 18 Gbps effective, PCIe 4.0 x16 interface, DirectX 12 Ultimate (12_2), OpenGL 4.6, TSMC as the foundry, and Active production status. The memory clock being identical while bandwidth differs confirms the bus width as the deciding factor.