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

Head-to-Head Benchmarks

The recorded database does not include direct head-to-head benchmark runs for the NVIDIA RTX 2000 Embedded Ada Generation against the Lisuan Tech LX ULTRA. Both products hold identical percentile rankings versus all GPUs at 50, and neither has an average benchmark score entered. Consequently, the head-to-head comparison relies entirely on the raw compute specifications and architectural features rather than measured application performance.

The most decisive separation appears in raw compute throughput. The Lisuan Tech LX ULTRA delivers 24.58 TFLOPS of FP32 performance, which is nearly double the 12.35 TFLOPS of the NVIDIA RTX 2000 Embedded Ada Generation. That is a 99% advantage in single-precision floating point work, a category that typically governs simulation, rendering, and general compute loads. In FP16, the gap widens further: the LX ULTRA reaches 49.15 TFLOPS using a 2:1 ratio, while the RTX 2000 Embedded Ada Generation provides 12.35 TFLOPS with a 1:1 ratio. The LX ULTRA therefore has a 4x lead in half-precision throughput, which matters for AI inference and certain scientific workloads.

Memory bandwidth tells a similar story. The LX ULTRA has 432.0 GB/s of bandwidth from its 192-bit bus and 24 GB of GDDR6, versus 256.0 GB/s from a 128-bit bus and 8 GB on the NVIDIA part. That is a 68.8% bandwidth advantage for the LX ULTRA, along with 3x the capacity. Pixel fill rates follow the same pattern: 192.0 GPixel/s for the LX ULTRA versus 96.48 GPixel/s for the NVIDIA, exactly a 2x difference. Texture rate is likewise 384.0 GTexel/s versus 193.0 GTexel/s, again a 2x lead.

The NVIDIA part does not win any outright compute category in the specification comparison. Its advantages lie elsewhere: power draw, physical footprint, and API compatibility. The RTX 2000 Embedded Ada Generation consumes 50 W, while the LX ULTRA draws 225 W, a 4.5x difference. The NVIDIA GPU is an IGP (integrated graphics processor) with no power connectors, while the LX ULTRA is a dual-slot card requiring a single 16-pin connector and a suggested 550 W power supply. These differences are fundamental to their intended deployment contexts.

Architecture Differences

The two GPUs come from entirely different design lineages. The NVIDIA RTX 2000 Embedded Ada Generation uses the AD107 chip, built on the Ada Lovelace architecture, manufactured by TSMC on a 5 nm process. It integrates 18,900 million transistors on a 159 mm² die, yielding a transistor density of 118.9M per mm². The Lisuan Tech LX ULTRA uses the 7G105 chip under the TrueGPU architecture, also from TSMC but on a 6 nm node. Its transistor count and die size are not recorded in the database, so density cannot be calculated.

The shader configuration differs substantially. The NVIDIA part has 3072 shading units, 96 texture mapping units, and 48 raster operations pipelines. The LX ULTRA doubles each of these: 6144 shading units, 192 TMUs, and 96 ROPs. In terms of compute resource organization, the LX ULTRA is structured for higher parallel throughput.

Ray tracing and tensor core support is where the NVIDIA part holds a distinct architectural feature set. The RTX 2000 Embedded Ada Generation includes 24 RT cores and 96 tensor cores, which are specific hardware units for ray tracing acceleration and tensor/matrix operations. The LX ULTRA has no recorded RT core or tensor core counts, indicating that specialized hardware acceleration for those functions is either absent or undocumented in the database.

Memory architecture also differs. The NVIDIA GPU uses 8 GB of GDDR6 on a 128-bit bus with 2000 MHz memory clock (16 Gbps effective). The LX ULTRA uses 24 GB of GDDR6 on a 192-bit bus with 2250 MHz memory clock (18 Gbps effective). The LX ULTRA has both a wider bus and faster effective memory speed, contributing to its higher bandwidth.

API support shows a minor divergence. Both support DirectX 12 Ultimate (12_2) and OpenGL 4.6. The NVIDIA part supports Vulkan 1.4, while the LX ULTRA lists Vulkan 1.3. This is a one-version difference in Vulkan API level, which could affect compatibility with the latest Vulkan extensions.

The power delivery and physical format are radically different. The NVIDIA RTX 2000 Embedded Ada Generation is specified as IGP slot width, meaning it is intended for embedded or mobile integration with no discrete power connector. The LX ULTRA is a dual-slot add-in card measuring 268 mm in length, 112 mm in height, and 40 mm in width, requiring a 16-pin power connector and a 550 W suggested power supply. The NVIDIA part has no dimensions recorded, reflecting its embedded nature.

Where Each One Wins

The Lisuan Tech LX ULTRA wins in every raw performance metric recorded. It has 2x the FP32 throughput, 4x the FP16 throughput, 2x the pixel fill rate, 2x the texture fill rate, and 68.8% more memory bandwidth. It also carries 3x the memory capacity at 24 GB versus 8 GB, which is critical for large datasets, high-resolution textures, or models that exceed the 8 GB frame buffer of the NVIDIA part.

The RX 2000 Embedded Ada Generation wins in power efficiency and form factor. At 50 W versus 225 W, the NVIDIA part consumes 77.8% less power. It requires no external power connector, fitting into an IGP slot configuration. The LX ULTRA needs a 16-pin connector and a 550 W power supply, making it unsuitable for compact or power-constrained systems.

For embedded and mobile deployments, the NVIDIA part is the clear choice based on the data. Its 5 nm process, smaller die (159 mm²), and lower power envelope align with thermally constrained environments. The LX ULTRA, with its dual-slot design and substantial power requirements, targets desktop or workstation chassis with adequate cooling and power headroom.

The NVIDIA part also holds an advantage in specialized hardware. Its 24 RT cores and 96 tensor cores provide dedicated acceleration for ray-traced graphics and tensor operations. The LX ULTRA has no recorded equivalent hardware. For workloads that leverage these units, such as real-time ray tracing or certain AI inference paths, the NVIDIA architecture has a functional edge that raw FP16 numbers do not capture.

In terms of production status, both are listed as Active. The NVIDIA part was released on 2023-03-20, while the LX ULTRA has a release date of 2026-03-16. The NVIDIA part has a documented predecessor (Ampere-MW) and successor (Blackwell-MW), whereas the LX ULTRA has neither recorded.

FAQ

Q: Which GPU has higher FP32 compute performance?

A: The Lisuan Tech LX ULTRA delivers 24.58 TFLOPS of FP32 performance, which is double the 12.35 TFLOPS of the NVIDIA RTX 2000 Embedded Ada Generation.

Q: How much memory does each GPU have?

A: The NVIDIA RTX 2000 Embedded Ada Generation has 8 GB of GDDR6 on a 128-bit bus. The Lisuan Tech LX ULTRA has 24 GB of GDDR6 on a 192-bit bus.

Q: Does the NVIDIA part have any hardware that the Lisuan Tech part lacks?

A: Yes, the NVIDIA RTX 2000 Embedded Ada Generation includes 24 RT cores and 96 tensor cores. The Lisuan Tech LX ULTRA has no recorded RT core or tensor core counts.

Q: What are the power requirements for each?

A: The NVIDIA RTX 2000 Embedded Ada Generation has a 50 W TDP with no power connectors and IGP slot width. The Lisuan Tech LX ULTRA has a 225 W TDP, requires a 1x 16-pin power connector, has a dual-slot design, and a suggested 550 W power supply.

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 ULTRA supports Vulkan 1.3.

Q: What are the physical dimensions of the Lisuan Tech LX ULTRA?

A: The LX ULTRA measures 268 mm in length, 112 mm in height, and 40 mm in width. The NVIDIA RTX 2000 Embedded Ada Generation has no recorded dimensions, as it is an IGP part.

The Verdict

Based strictly on the recorded data, the Lisuan Tech LX ULTRA is the higher-performing GPU in every measurable compute and memory metric. Its 24.58 TFLOPS FP32, 49.15 TFLOPS FP16, 432.0 GB/s bandwidth, and 24 GB capacity place it in a different performance class than the NVIDIA RTX 2000 Embedded Ada Generation. For users who need maximum raw throughput, large memory buffers, or high fill rates, the LX ULTRA is the only choice between the two.

The NVIDIA RTX 2000 Embedded Ada Generation is the appropriate pick for systems where power and space are the limiting factors. Its 50 W TDP, IGP form factor, and absence of power connectors allow integration into embedded or mobile platforms where the LX ULTRA's 225 W draw and dual-slot footprint would be impossible. The NVIDIA part also provides 24 RT cores and 96 tensor cores, giving it specialized acceleration capabilities that the LX ULTRA does not document.

The choice depends entirely on the deployment context. A workstation or desktop with a 550 W power supply and full-size PCIe slot can use the LX ULTRA for maximum compute. A compact embedded system or laptop-class platform requires the NVIDIA RTX 2000 Embedded Ada Generation. The data does not support a single universal winner, as the two products target fundamentally different market segments with divergent power and form factor constraints.

Specification Differences

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

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

| Chip | AD107 | 7G105 |

| Architecture | Ada Lovelace | TrueGPU |

| Process Node | 5 nm | 6 nm |

| Foundry | TSMC | TSMC |

| Transistors | 18,900 million | Unknown |

| Die Size | 159 mm² | Unknown |

| Memory Size | 8 GB | 24 GB |

| Memory Type | GDDR6 | GDDR6 |

| Memory Bus Width | 128 bit | 192 bit |

| Memory Bandwidth | 256.0 GB/s | 432.0 GB/s |

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

| Shading Units | 3072 | 6144 |

| TMUs | 96 | 192 |

| ROPs | 48 | 96 |

| RT Cores | 24 | None recorded |

| Tensor Cores | 96 | None recorded |

| Pixel Rate | 96.48 GPixel/s | 192.0 GPixel/s |

| Texture Rate | 193.0 GTexel/s | 384.0 GTexel/s |

| FP32 Performance | 12.35 TFLOPS | 24.58 TFLOPS |

| FP16 Performance | 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 | None recorded | 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 |

| Predecessor | Ampere-MW | None recorded |

| Successor | Blackwell-MW | None recorded |