NVIDIA GeForce RTX 5090 SE vs NVIDIA RTX 5000 Embedded Ada Generation Comparison

The Verdict

The data places the NVIDIA GeForce RTX 5090 SE and the NVIDIA RTX 5000 Embedded Ada Generation at the same 50th percentile among all GPUs, with identical average benchmark scores of zero. This indicates that, in the recorded measurements, neither card demonstrates a measurable performance advantage over the other. The RTX 5090 SE is a dual-slot desktop board with a 500 W power draw, while the RTX 5000 Embedded Ada Generation is an integrated graphics processor with a 120 W power draw, making the latter the appropriate choice for compact, power-constrained systems. The RTX 5090 SE targets full-size desktop builds requiring maximum throughput, whereas the Embedded Ada card fits portable or embedded devices where physical size and power consumption are the primary constraints. The data shows no benchmark separation, so selection hinges entirely on form factor and system integration requirements rather than recorded performance.

Architecture Differences

The RTX 5090 SE uses the GB202 chip built on the Blackwell 2.0 architecture, fabricated on a 5 nm process at TSMC. The RTX 5000 Embedded Ada Generation uses the AD103 chip built on Ada Lovelace, also on a 5 nm process at TSMC. The transistor counts differ substantially: the GB202 packs 92,200 million transistors across a 750 mm² die, while the AD103 contains 45,900 million transistors on a 379 mm² die. Transistor density is nearly identical, with the GB202 at 122.9M per mm² and the AD103 at 121.1M per mm².

The RTX 5090 SE ships with 24 GB of GDDR7 memory on a 384-bit bus, delivering 1.34 TB/s of bandwidth. The RTX 5000 Embedded Ada Generation provides 16 GB of GDDR6 memory on a 256-bit bus, yielding 576.0 GB/s of bandwidth. Clock speeds also differ: the RTX 5090 SE runs at a base of 1740 MHz and boosts to 2377 MHz, while the Embedded Ada card operates at a base of 930 MHz and boosts to 1680 MHz. The memory clock for the RTX 5090 SE is 1750 MHz with 28 Gbps effective, while the Embedded Ada card runs at 2250 MHz with 18 Gbps effective.

Compute resources scale accordingly. The RTX 5090 SE has 14,080 shading units, 440 TMUs, 160 ROPs, 110 RT cores, and 440 tensor cores. The RTX 5000 Embedded Ada Generation has 9,728 shading units, 304 TMUs, 112 ROPs, 76 RT cores, and 304 tensor cores. Both cards support DirectX 12 Ultimate (12_2), OpenGL 4.6, and Vulkan 1.4. The RTX 5090 SE uses PCIe 5.0 x16, while the Embedded Ada card uses PCIe 4.0 x16. The RTX 5090 SE provides 1x HDMI 2.1b and 3x DisplayPort 2.1b outputs, whereas the Embedded Ada card's display outputs are portable device dependent. Power delivery also differs: the RTX 5090 SE requires a single 16-pin connector and a suggested 900 W power supply, while the Embedded Ada card has no power connectors and no suggested PSU listed.

Where Each One Wins

The recorded data shows zero benchmark wins for either card, and the head-to-head benchmark list is empty. The RTX 5090 SE holds theoretical advantages in raw specifications: higher FP32 throughput at 66.94 TFLOPS versus 32.69 TFLOPS, higher pixel rate at 380.3 GPixel/s versus 188.2 GPixel/s, and higher texture rate at 1,045.9 GTexel/s versus 510.7 GTexel/s. These figures suggest the desktop card can process more geometry and shading work per unit time, but the benchmark database records no actual performance test results to confirm this in practice.

The RTX 5000 Embedded Ada Generation wins on integration flexibility. Its IGP slot width means it requires no expansion slot, and its 120 W power draw is far below the 500 W of the RTX 5090 SE. The Embedded Ada card also has no power connectors, making it suitable for systems where board space and power delivery are limited. Its 5 nm process and 121.1M per mm² transistor density indicate efficient use of silicon area, though the RTX 5090 SE achieves a slightly higher density at 122.9M per mm².

The memory configuration favors the RTX 5090 SE for large datasets, with 24 GB versus 16 GB and more than double the bandwidth. The GDDR7 type on the RTX 5090 SE also represents a newer memory generation than the GDDR6 on the Embedded Ada card. However, the Embedded Ada card's lower clock speeds and reduced power envelope suggest it is designed for sustained operation in thermally constrained environments, whereas the RTX 5090 SE is built for maximum performance in a desktop chassis.

FAQ

Q: Which GPU has more shading units?

A: The NVIDIA GeForce RTX 5090 SE has 14,080 shading units, while the NVIDIA RTX 5000 Embedded Ada Generation has 9,728 shading units.

Q: What is the memory bandwidth difference between the two cards?

A: The RTX 5090 SE delivers 1.34 TB/s of bandwidth with 24 GB of GDDR7 on a 384-bit bus, while the RTX 5000 Embedded Ada Generation provides 576.0 GB/s with 16 GB of GDDR6 on a 256-bit bus.

Q: Are both GPUs built on the same manufacturing process?

A: Yes, both use a 5 nm process at TSMC, but the RTX 5090 SE is based on the Blackwell 2.0 architecture with the GB202 chip, while the RTX 5000 Embedded Ada Generation uses Ada Lovelace with the AD103 chip.

Q: What is the power draw for each card?

A: The RTX 5090 SE has a 500 W power draw, and the RTX 5000 Embedded Ada Generation has a 120 W power draw.

Q: Do the benchmark results show a performance difference?

A: The database records identical average benchmark scores of zero for both cards, with zero wins for either side and an empty head-to-head benchmark list, indicating no measured performance separation.

Q: Which GPU supports newer display outputs?

A: The RTX 5090 SE provides 1x HDMI 2.1b and 3x DisplayPort 2.1b outputs, while the RTX 5000 Embedded Ada Generation has display outputs that are portable device dependent.

Head-to-Head Benchmarks

The head-to-head benchmark data contains no entries, and the win counts for both cards are zero. This absence of recorded measurements means the database offers no direct comparative performance figures for these two GPUs. The only quantitative comparisons available come from their specification sheets.

The FP32 compute rate shows the RTX 5090 SE at 66.94 TFLOPS, exactly double the 32.69 TFLOPS of the RTX 5000 Embedded Ada Generation. The FP16 rate also matches at 66.94 TFLOPS (1:1) for the RTX 5090 SE and 32.69 TFLOPS (1:1) for the Embedded Ada card. This 2:1 ratio in peak floating-point throughput suggests the desktop card can handle twice the mathematical workload per clock cycle, though the actual clock speeds differ: the RTX 5090 SE boosts to 2377 MHz versus 1680 MHz for the Embedded Ada card.

Pixel throughput favors the RTX 5090 SE at 380.3 GPixel/s, more than double the 188.2 GPixel/s of the RTX 5000 Embedded Ada Generation. Texture rate shows a similar pattern, with the RTX 5090 SE at 1,045.9 GTexel/s compared to 510.7 GTexel/s for the Embedded Ada card. Both cards have 160 and 112 ROPs respectively, so the pixel rate gap reflects the higher clock speeds of the RTX 5090 SE.

Memory bandwidth provides the largest specification delta: 1.34 TB/s versus 576.0 GB/s, a 2.33x advantage for the RTX 5090 SE. The memory bus width of 384 bits versus 256 bits and the GDDR7 versus GDDR6 type both contribute to this gap. The RTX 5090 SE also leads in capacity with 24 GB versus 16 GB.

The RTX 5000 Embedded Ada Generation counters with a power draw of 120 W versus 500 W, a 4.17x reduction. Its IGP form factor means no slot width is required, and it has no power connectors, while the RTX 5090 SE needs a dual-slot footprint and a 16-pin connector. The Embedded Ada card's PCIe 4.0 x16 interface is one generation behind the RTX 5090 SE's PCIe 5.0 x16, but its release date of 2023-03-20 predates the RTX 5090 SE's 2025-12-31 launch by nearly three years.

The transistor density numbers are nearly equal: 122.9M per mm² for the RTX 5090 SE versus 121.1M per mm² for the Embedded Ada card, indicating similar manufacturing efficiency despite the larger die. The RTX 5090 SE's GB202 die measures 750 mm², while the AD103 die measures 379 mm², so the desktop card uses 1.98x the silicon area to achieve its higher specifications.

Both GPUs support the same API set: DirectX 12 Ultimate (12_2), OpenGL 4.6, and Vulkan 1.4. The RTX 5090 SE lists a launch MSRP of 1,499 USD. The RTX 5000 Embedded Ada Generation has no launch MSRP recorded. Production status for both is Active, and the RTX 5090 SE is listed as the successor to the GeForce 40 series with a GeForce 60 successor, while the Embedded Ada card follows the Ampere-MW predecessor and leads to the Blackwell-MW successor.

The database's percentile rankings place both cards at the 50th percentile among all GPUs, with the same average benchmark score of zero. Without recorded benchmark results, the specification differences outline a clear theoretical hierarchy, but the measured data does not validate any performance gap. The RTX 5090 SE offers higher peak rates across every compute and memory metric, while the RTX 5000 Embedded Ada Generation offers dramatically lower power consumption and a more compact physical footprint.