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

Head-to-Head Benchmarks

The recorded data shows no direct head-to-head benchmark scores for the NVIDIA RTX 5000 Embedded Ada Generation against the Lisuan Tech LX ULTRA. Both GPUs share an identical percentile rank of 50 against all GPUs in the database, and each carries an average benchmark score of 0. The lack of measured performance results means the comparison must rely on the architectural specifications and computed throughput rates.

The RTX 5000 Embedded Ada Generation delivers 32.69 TFLOPS of FP32 compute, which is 33% higher than the LX ULTRA's 24.58 TFLOPS. In FP16 workloads, the NVIDIA part sustains 32.69 TFLOPS at a 1:1 ratio, while the Lisuan Tech part reaches 49.15 TFLOPS at a 2:1 ratio, making the LX ULTRA 50% faster in half-precision peak throughput. The texture rate favors the NVIDIA GPU, with 510.7 GTexel/s versus 384.0 GTexel/s, a 33% advantage. The pixel rate reverses the trend, with the LX ULTRA at 192.0 GPixel/s versus 188.2 GPixel/s for the RTX 5000 Embedded, a slim 2% lead for the Lisuan Tech part.

Memory bandwidth is another decisive split. The RTX 5000 Embedded Ada Generation uses a 256-bit bus with 16 GB of GDDR6, producing 576.0 GB/s. The LX ULTRA uses a narrower 192-bit bus with 24 GB of GDDR6, yielding 432.0 GB/s. The NVIDIA part holds a 33% bandwidth advantage. Both GPUs run memory at the same 2250 MHz with 18 Gbps effective speed, so the difference comes entirely from bus width. The extra 8 GB of VRAM on the LX ULTRA does not compensate for the lower bandwidth in raw throughput terms.

The largest single win for the LX ULTRA is FP16 compute, where it leads by 16.46 TFLOPS. The largest win for the RTX 5000 Embedded is FP32 compute, where it leads by 8.11 TFLOPS. Texture rate also goes to NVIDIA by 126.7 GTexel/s. The pixel rate margin is the smallest of any metric, with just 3.8 GPixel/s separating the two.

Where Each One Wins

The RTX 5000 Embedded Ada Generation dominates in FP32 compute, texture throughput, and memory bandwidth. These attributes point toward traditional rasterization workloads, 3D rendering, and general compute tasks that rely on single-precision math. The 304 TMUs and 112 ROPs on the NVIDIA part, combined with 9728 shading units, give it a strong foundation for shader-heavy scenes. The 76 RT cores and 304 tensor cores add specialized hardware for ray tracing and AI inference, though the database does not list equivalent core counts for the LX ULTRA.

The Lisuan Tech LX ULTRA wins in FP16 compute and pixel fill rate. The 2:1 FP16 ratio suggests a design optimized for half-precision workloads, which often appear in machine learning inference, certain scientific simulations, and media processing. The 192 ROPs and 96 ROPs on the LX ULTRA, despite the lower texture rate, allow it to edge out the NVIDIA part in pixel throughput. The 24 GB memory capacity is the largest among the two, which benefits workloads that need large datasets resident in VRAM, such as high-resolution textures or large model weights.

The RTX 5000 Embedded Ada Generation uses a 120 W TDP with an integrated graphics processor (IGP) form factor and no power connectors, making it suitable for compact or embedded systems where power delivery and space are constrained. The LX ULTRA uses a 225 W TDP, a dual-slot design, a single 16-pin power connector, and a suggested 550 W power supply, which positions it for conventional desktop or workstation builds. The LX ULTRA also provides four DisplayPort 1.4a outputs, while the RTX 5000 Embedded's display outputs are marked as portable device dependent.

Architecture Differences

The NVIDIA RTX 5000 Embedded Ada Generation is built on the Ada Lovelace architecture using the AD103 chip, fabricated on a 5 nm process at TSMC. The die measures 379 mm² and contains 45,900 million transistors, yielding a density of 121.1 million transistors per square millimeter. The base clock is 930 MHz with a boost clock of 1680 MHz.

The Lisuan Tech LX ULTRA uses the TrueGPU architecture with the 7G105 chip, fabricated on a 6 nm process at TSMC. The transistor count and die size are listed as unknown in the database. The LX ULTRA has no recorded base or boost clock values. The process node difference, 5 nm versus 6 nm, gives the NVIDIA part a manufacturing advantage in density, though the LX ULTRA's unspecified transistor count prevents a direct comparison.

Core configurations differ substantially. The RTX 5000 Embedded has 9728 shading units, 304 TMUs, 112 ROPs, 76 RT cores, and 304 tensor cores. The LX ULTRA has 6144 shading units, 192 TMUs, and 96 ROPs, with no listed RT core or tensor core counts. The NVIDIA part leads in every listed core category except ROPs, where the LX ULTRA has 96 versus 112 for the NVIDIA part. The absence of RT and tensor core data for the LX ULTRA suggests the database does not confirm their presence or count.

Both GPUs support DirectX 12 Ultimate (12_2) and OpenGL 4.6. The NVIDIA part supports Vulkan 1.4, while the LX ULTRA supports Vulkan 1.3. Both use PCIe 4.0 x16 as the bus interface. The memory type is GDDR6 for both, but the RTX 5000 Embedded uses a 256-bit bus and the LX ULTRA uses a 192-bit bus. The LX ULTRA has a larger memory pool at 24 GB, while the NVIDIA part has 16 GB.

The release dates differ by three years. The RTX 5000 Embedded Ada Generation was released on March 20, 2023, while the LX ULTRA has a release date of March 16, 2026. The NVIDIA part lists a predecessor (Ampere-MW) and successor (Blackwell-MW), while the LX ULTRA has neither. The NVIDIA part is in the GeForce 50-series, while the LX ULTRA has no series designation. The manufacturer for the LX ULTRA is listed as unknown.

FAQ

Q: Which GPU has higher FP32 compute performance?

A: The NVIDIA RTX 5000 Embedded Ada Generation delivers 32.69 TFLOPS, which is 33% higher than the LX ULTRA's 24.58 TFLOPS.

Q: How does memory bandwidth compare between the two?

A: The RTX 5000 Embedded has 576.0 GB/s from a 256-bit bus, while the LX ULTRA has 432.0 GB/s from a 192-bit bus. The NVIDIA part leads by 33%.

Q: Which GPU has more VRAM?

A: The Lisuan Tech LX ULTRA has 24 GB of GDDR6, while the NVIDIA RTX 5000 Embedded has 16 GB. The LX ULTRA offers 8 GB more capacity.

Q: What is the FP16 performance difference?

A: The LX ULTRA reaches 49.15 TFLOPS at a 2:1 ratio, which is 50% higher than the RTX 5000 Embedded's 32.69 TFLOPS at a 1:1 ratio.

Q: What are the power requirements for each card?

A: The RTX 5000 Embedded has a 120 W TDP and uses no power connectors. The LX ULTRA has a 225 W TDP, uses one 16-pin connector, and lists a suggested 550 W power supply.

Q: Do both GPUs support the same APIs?

A: Both support DirectX 12 Ultimate (12_2) and OpenGL 4.6. The RTX 5000 Embedded supports Vulkan 1.4, while the LX ULTRA supports Vulkan 1.3.

Specification Differences

The two GPUs differ in the following recorded fields:

Chip and architecture: The RTX 5000 Embedded uses the AD103 chip with Ada Lovelace architecture. The LX ULTRA uses the 7G105 chip with TrueGPU architecture.

Process node: The RTX 5000 Embedded is fabricated on a 5 nm process. The LX ULTRA is fabricated on a 6 nm process. Both use TSMC as the foundry.

Transistors and die size: The RTX 5000 Embedded contains 45,900 million transistors on a 379 mm² die. The LX ULTRA has unknown transistor count and die size.

Clocks: The RTX 5000 Embedded has a 930 MHz base clock and a 1680 MHz boost clock. The LX ULTRA has no recorded base or boost clocks.

Memory size and bus width: The RTX 5000 Embedded has 16 GB with a 256-bit bus. The LX ULTRA has 24 GB with a 192-bit bus.

Memory bandwidth: The RTX 5000 Embedded has 576.0 GB/s. The LX ULTRA has 432.0 GB/s.

Shading units: The RTX 5000 Embedded has 9728. The LX ULTRA has 6144.

TMUs: The RTX 5000 Embedded has 304. The LX ULTRA has 192.

ROPs: The RTX 5000 Embedded has 112. The LX ULTRA has 96.

RT cores: The RTX 5000 Embedded has 76. The LX ULTRA has none listed.

Tensor cores: The RTX 5000 Embedded has 304. The LX ULTRA has none listed.

Pixel rate: The RTX 5000 Embedded has 188.2 GPixel/s. The LX ULTRA has 192.0 GPixel/s.

Texture rate: The RTX 5000 Embedded has 510.7 GTexel/s. The LX ULTRA has 384.0 GTexel/s.

FP32 compute: The RTX 5000 Embedded has 32.69 TFLOPS. The LX ULTRA has 24.58 TFLOPS.

FP16 compute: The RTX 5000 Embedded has 32.69 TFLOPS at a 1:1 ratio. The LX ULTRA has 49.15 TFLOPS at a 2:1 ratio.

TDP: The RTX 5000 Embedded is 120 W. The LX ULTRA is 225 W.

Slot width: The RTX 5000 Embedded is IGP. The LX ULTRA is dual-slot.

Power connectors: The RTX 5000 Embedded uses none. The LX ULTRA uses one 16-pin connector.

Suggested PSU: The RTX 5000 Embedded has none listed. The LX ULTRA lists 550 W.

Display outputs: The RTX 5000 Embedded is portable device dependent. The LX ULTRA has 4x DisplayPort 1.4a.

Dimensions: The RTX 5000 Embedded has no recorded dimensions. The LX ULTRA measures 268 mm in length, 112 mm in height, and 40 mm in width.

Vulkan support: The RTX 5000 Embedded supports version 1.4. The LX ULTRA supports version 1.3.

Release date: The RTX 5000 Embedded was released on March 20, 2023. The LX ULTRA has a release date of March 16, 2026.

Series and generation: The RTX 5000 Embedded is in the GeForce 50-series with the Ada-MW generation. The LX ULTRA has no series and uses the 7G100 generation.

Predecessor and successor: The RTX 5000 Embedded lists Ampere-MW as predecessor and Blackwell-MW as successor. The LX ULTRA has neither.

Manufacturer: The RTX 5000 Embedded is made by NVIDIA. The LX ULTRA's manufacturer is listed as unknown.