NVIDIA RTX 5000 Embedded Ada Generation vs Lisuan Tech LX PRO Comparison

Head-to-Head Benchmarks

The database contains no recorded head-to-head benchmark results for these two GPUs. Both entries show zero benchmark scores, zero wins for either side, and identical percentile rankings at 50. This means the comparison must rely entirely on the architectural and specification data recorded for each product.

What the data does show is a clear split in design priorities. The NVIDIA RTX 5000 Embedded Ada Generation delivers higher raw compute throughput in FP32 at 32.69 TFLOPS compared to the Lisuan Tech LX PRO at 24.58 TFLOPS. That is a 33% advantage for the NVIDIA part in single-precision floating point work. However, the LX PRO flips the situation in FP16, where it produces 49.15 TFLOPS against the RTX 5000's 32.69 TFLOPS. The LX PRO's FP16 rate is 50% higher, enabled by its 2:1 ratio architecture, while the RTX 5000 runs FP16 at a 1:1 ratio with FP32.

Texture throughput also favors NVIDIA. The RTX 5000 reaches 510.7 GTexel/s, while the LX PRO records 384.0 GTexel/s, a 33% gap. Pixel fill rates are nearly identical, with the LX PRO at 192.0 GPixel/s and the RTX 5000 at 188.2 GPixel/s, a difference of only 2%. Memory bandwidth tells another story: the RTX 5000's 256-bit bus delivers 576.0 GB/s, which is 33% higher than the LX PRO's 432.0 GB/s from its 192-bit interface.

The RTX 5000 also leads in shading units, TMUs, and ROPs. It packs 9728 shading units against 6144 for the LX PRO, 304 TMUs against 192, and 112 ROPs against 96. In every compute and graphics pipeline stage except pixel rate and FP16 throughput, the NVIDIA part holds a measurable advantage.

Architecture Differences

The two GPUs come from fundamentally different architectural lineages. The RTX 5000 Embedded Ada Generation uses the AD103 chip built on NVIDIA's Ada Lovelace architecture, fabricated by TSMC on a 5 nm process. The LX PRO uses the 7G105 chip with a "TrueGPU" architecture from Lisuan Tech, also fabricated by TSMC but on a 6 nm node. The process difference is small, but the architectural philosophies diverge sharply.

Transistor counts and die sizes are only recorded for the NVIDIA part: 45,900 million transistors on a 379 mm² die, yielding a density of 121.1 million transistors per square millimeter. The LX PRO's transistor count and die size are listed as unknown, so no direct comparison of silicon complexity is possible from the database.

The RTX 5000 includes dedicated ray tracing cores, 76 of them, and 304 tensor cores. The LX PRO's entry lists both ray tracing cores and tensor cores as null, meaning the database records no such hardware for that chip. This absence is significant for any workload relying on hardware-accelerated ray tracing or tensor operations. The NVIDIA part also specifies a base clock of 930 MHz and a boost clock of 1680 MHz, while the LX PRO has no clock speeds recorded at all.

Both GPUs support DirectX 12 Ultimate (12_2) and OpenGL 4.6. They differ in Vulkan support: the RTX 5000 lists Vulkan 1.4, while the LX PRO lists Vulkan 1.3. The LX PRO is a newer product, with a release date of 2026-03-16, versus the RTX 5000's 2023-03-20 release. The RTX 5000's generation is recorded as "Ada-MW" with a predecessor of "Ampere-MW" and a successor of "Blackwell-MW". The LX PRO's generation is "7G100" with no predecessor or successor recorded.

Where Each One Wins

The data suggests distinct usage domains for each GPU. The RTX 5000 Embedded Ada Generation wins decisively in FP32 compute, texture-heavy workloads, and memory bandwidth. Its 32.69 TFLOPS FP32 rate, 510.7 GTexel/s texture rate, and 576.0 GB/s bandwidth make it the stronger choice for traditional 3D rendering, physics simulation, and general-purpose GPU compute that relies on single-precision arithmetic. The presence of 76 ray tracing cores and 304 tensor cores further extends its reach into hardware-accelerated ray tracing and AI inference tasks, assuming software can utilize those dedicated units.

The LX PRO wins in FP16 throughput and pixel fill rate. Its 49.15 TFLOPS FP16 output, achieved through a 2:1 ratio, suggests an architecture optimized for half-precision workloads such as machine learning training or inference where reduced precision is acceptable. The pixel rate of 192.0 GPixel/s edges out the RTX 5000's 188.2 GPixel/s, giving the LX PRO a slight advantage in pixel-heavy rasterization at high resolutions, though the margin is thin.

Memory capacity also favors the LX PRO, which carries 24 GB of GDDR6 against the RTX 5000's 16 GB. For workloads that need large working sets, such as complex datasets or high-resolution texture libraries, the LX PRO's extra 8 GB provides headroom the NVIDIA part cannot match. The tradeoff is bandwidth: the RTX 5000's 256-bit bus moves data faster despite the smaller capacity.

Power consumption separates the two clearly. The RTX 5000 draws 120 W and uses an integrated form factor with no power connectors, suited for embedded or mobile deployments where thermal and power budgets are tight. The LX PRO draws 225 W, requires a 1x 16-pin power connector, suggests a 550 W power supply, and occupies a dual-slot form factor at 248 mm in length. It is a desktop-style card, not an embedded solution.

Specification Differences

The two GPUs differ across nearly every recorded specification field. The RTX 5000 uses the AD103 chip with Ada Lovelace architecture on a 5 nm process, while the LX PRO uses the 7G105 chip with TrueGPU architecture on a 6 nm process. The RTX 5000 has 45,900 million transistors on a 379 mm² die; the LX PRO's transistor count and die size are unknown.

Memory configurations diverge: the RTX 5000 offers 16 GB GDDR6 on a 256-bit bus with 576.0 GB/s bandwidth, while the LX PRO offers 24 GB GDDR6 on a 192-bit bus with 432.0 GB/s bandwidth. Both use GDDR6 memory at 2250 MHz with 18 Gbps effective speed, so the memory clock is identical; only capacity and bus width differ.

Compute resources favor NVIDIA: 9728 shading units versus 6144, 304 TMUs versus 192, and 112 ROPs versus 96. The RTX 5000 includes 76 RT cores and 304 tensor cores; the LX PRO records neither. FP32 performance is 32.69 TFLOPS for NVIDIA versus 24.58 TFLOPS for Lisuan. FP16 performance is 32.69 TFLOPS (1:1) for NVIDIA versus 49.15 TFLOPS (2:1) for Lisuan. Pixel rates are 188.2 GPixel/s versus 192.0 GPixel/s, and texture rates are 510.7 GTexel/s versus 384.0 GTexel/s.

Power and physical specifications differ substantially. The RTX 5000 has a 120 W TDP, an integrated form factor, no power connectors, and no listed dimensions. The LX PRO has a 225 W TDP, a dual-slot form factor, one 16-pin power connector, a 550 W suggested power supply, and dimensions of 248 mm by 118 mm by 48 mm. Display outputs also differ: the RTX 5000 lists "Portable Device Dependent" outputs, while the LX PRO provides 4x DisplayPort 1.4a.

API support is nearly identical, with both supporting DirectX 12 Ultimate (12_2) and OpenGL 4.6. Vulkan support differs, with the RTX 5000 at version 1.4 and the LX PRO at version 1.3. Both use a PCIe 4.0 x16 bus interface. Release dates are 2023-03-20 for the RTX 5000 and 2026-03-16 for the LX PRO. Both are listed as Active in production status.

FAQ

Q: Which GPU has higher FP32 performance?

A: The NVIDIA RTX 5000 Embedded Ada Generation records 32.69 TFLOPS in FP32, while the Lisuan Tech LX PRO records 24.58 TFLOPS. The NVIDIA part leads by approximately 33%.

Q: Which GPU has more memory and which has higher bandwidth?

A: The LX PRO has more memory at 24 GB, while the RTX 5000 has 16 GB. However, the RTX 5000 has higher bandwidth at 576.0 GB/s from its 256-bit bus, versus 432.0 GB/s from the LX PRO's 192-bit bus.

Q: Does the LX PRO support ray tracing cores or tensor cores?

A: The database records no ray tracing cores or tensor cores for the LX PRO. The RTX 5000 includes 76 ray tracing cores and 304 tensor cores. The LX PRO's entry lists both fields as null.

Q: What are the power consumption differences?

A: The RTX 5000 has a 120 W TDP and requires no power connectors, while the LX PRO has a 225 W TDP, uses a 1x 16-pin power connector, and suggests a 550 W power supply.

Q: Which GPU has better FP16 throughput?

A: The LX PRO delivers 49.15 TFLOPS in FP16 using a 2:1 ratio, while the RTX 5000 delivers 32.69 TFLOPS in FP16 using a 1:1 ratio. The LX PRO leads by 50%.

Q: What are the form factor differences?

A: The RTX 5000 is an integrated GPU (IGP) with portable-device-dependent display outputs and no listed dimensions. The LX PRO is a dual-slot card measuring 248 mm by 118 mm by 48 mm with 4x DisplayPort 1.4a outputs.

Q: Which GPU is newer?

A: The LX PRO has a release date of 2026-03-16, while the RTX 5000 has a release date of 2023-03-20. The LX PRO is the newer product by roughly three years.

The Verdict

The recorded data supports a straightforward division of use cases. The NVIDIA RTX 5000 Embedded Ada Generation is the stronger compute engine for FP32 workloads, texture-heavy rendering, and memory-bandwidth-intensive tasks. Its 32.69 TFLOPS FP32 rate, 510.7 GTexel/s texture throughput, and 576.0 GB/s bandwidth give it clear advantages in traditional graphics and single-precision compute. The inclusion of 76 ray tracing cores and 304 tensor cores extends its capability into hardware-accelerated ray tracing and tensor-based operations, though no benchmark scores exist to quantify that advantage. Its 120 W TDP and integrated form factor make it suitable for compact or power-constrained systems.

The Lisuan Tech LX PRO counters with a different set of strengths. Its 49.15 TFLOPS FP16 output indicates a design tuned for half-precision workloads, where it outperforms the NVIDIA part by 50%. The 24 GB memory capacity provides more room for large datasets than the RTX 5000's 16 GB. Its pixel rate of 192.0 GPixel/s is marginally higher. The dual-slot form factor, 225 W TDP, and 550 W suggested power supply mark it as a conventional desktop add-in card rather than an embedded component.

For an analyst choosing strictly from the database, the decision hinges on workload precision requirements and form factor constraints. The RTX 5000 suits applications demanding FP32 throughput, high memory bandwidth, ray tracing hardware, and low power draw in an embedded package. The LX PRO suits applications prioritizing FP16 compute, larger memory capacity, and slightly higher pixel fill, with the flexibility of a standard desktop card. Neither product shows benchmark scores, so performance in real-world tasks remains unverified by the database. The data records capabilities, not measured outcomes, and the verdict should reflect that distinction.