NVIDIA GeForce RTX 4070 AD103 vs NVIDIA RTX 3500 Embedded Ada Generation Comparison

The Verdict

The data presents two distinctly positioned Ada Lovelace GPUs from NVIDIA. The GeForce RTX 4070 AD103 targets desktop consumers with a full-height dual-slot card, a 200 W TDP, and a 599 USD launch MSRP. The RTX 3500 Embedded Ada Generation is a different class of product: an IGP (integrated graphics processor) with no display outputs, no power connectors, a 100 W TDP, and an active production status for embedded systems.

From the recorded specifications, the RTX 4070 AD103 is the stronger compute part. It carries 5,888 shading units versus 5,120 on the RTX 3500 Embedded, and its FP32 throughput is 29.15 TFLOPS against 23.04 TFLOPS. That is a 26.5% advantage in raw shader math. The desktop card also boosts higher at 2475 MHz versus 2250 MHz, and its GDDR6X memory delivers 504.2 GB/s of bandwidth compared to 432.0 GB/s on the GDDR6-based embedded part.

The RTX 3500 Embedded Ada Generation, however, offers something the desktop card cannot: a 100 W TDP that requires no external power connector and a 300 W suggested PSU. For embedded deployments where thermal and power envelopes are constrained, that is the deciding factor. The desktop card needs a 550 W PSU and a 16-pin connector.

Neither GPU has recorded benchmark scores in the database, and both sit at the 50th percentile versus all GPUs. The choice between them is not about measured performance, it is about form factor and power delivery. The RTX 4070 AD103 is the pick for a conventional desktop build where performance per watt is secondary. The RTX 3500 Embedded is the pick for a compact, low-power embedded system where the GPU must fit into an existing board without discrete power wiring.

Architecture Differences

Both GPUs use the Ada Lovelace architecture fabricated on TSMC's 5 nm process. The shared architectural foundation includes DirectX 12 Ultimate (12_2), OpenGL 4.6, and Vulkan 1.4 support. The similarities end at the chip level.

The RTX 4070 AD103 uses the AD103 chip, which contains 45,900 million transistors on a 379 mm² die. The RTX 3500 Embedded uses the smaller AD104 chip, with 35,800 million transistors on a 294 mm² die. The transistor density is nearly identical: 121.1M per mm² for the AD103 and 121.8M per mm² for the AD104. The difference in scale is purely die area.

The RTX 4070 AD103 carries 46 RT cores and 184 tensor cores. The RTX 3500 Embedded has 40 RT cores and 160 tensor cores. In both cases, the desktop part has 15% more RT and tensor hardware. The texture pipeline follows the same pattern: 184 TMUs on the desktop card versus 160 on the embedded part. Both GPUs share 64 ROPs.

Memory architecture diverges in type and speed. The RTX 4070 AD103 uses 12 GB of GDDR6X with a 192-bit bus and 21 Gbps effective speed, yielding 504.2 GB/s. The RTX 3500 Embedded uses 12 GB of GDDR6 with the same 192-bit bus but 18 Gbps effective speed, yielding 432.0 GB/s. Capacity is equal; bandwidth is not.

The production status and release timeline differ. The RTX 4070 AD103 launched on 2024-02-29, is marked end-of-life, and succeeds the GeForce 30 series. The RTX 3500 Embedded launched on 2023-03-20, remains active, succeeds the Ampere-MW line, and precedes the Blackwell-MW line. The embedded part also carries a generation label of "Ada-MW," indicating a mobile or embedded workstation lineage.

FAQ

Q: Which GPU has higher FP32 compute throughput?

A: The RTX 4070 AD103 delivers 29.15 TFLOPS FP32, which is 26.5% higher than the RTX 3500 Embedded's 23.04 TFLOPS.

Q: Do both GPUs have the same memory capacity?

A: Yes, both have 12 GB. The RTX 4070 AD103 uses GDDR6X at 504.2 GB/s, while the RTX 3500 Embedded uses GDDR6 at 432.0 GB/s.

Q: What power connector does each require?

A: The RTX 4070 AD103 uses a single 16-pin connector with a 200 W TDP and 550 W suggested PSU. The RTX 3500 Embedded has no power connectors, a 100 W TDP, and a 300 W suggested PSU.

Q: Which GPU has display outputs?

A: The RTX 4070 AD103 has 1x HDMI 2.1 and 3x DisplayPort 1.4a. The RTX 3500 Embedded has no outputs.

Q: Are these GPUs from the same architecture?

A: Yes, both use Ada Lovelace on TSMC 5 nm, but the RTX 4070 AD103 uses the AD103 chip (45,900 million transistors) while the RTX 3500 Embedded uses the AD104 chip (35,800 million transistors).

Q: What is the production status of each?

A: The RTX 4070 AD103 is end-of-life. The RTX 3500 Embedded is active.

Specification Differences

| Field | RTX 4070 AD103 | RTX 3500 Embedded Ada |

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

| Chip | AD103 | AD104 |

| Transistors | 45,900 million | 35,800 million |

| Die size | 379 mm² | 294 mm² |

| Base clock | 1920 MHz | 1725 MHz |

| Boost clock | 2475 MHz | 2250 MHz |

| Memory clock | 1313 MHz, 21 Gbps effective | 2250 MHz, 18 Gbps effective |

| Memory type | GDDR6X | GDDR6 |

| Memory bandwidth | 504.2 GB/s | 432.0 GB/s |

| Shading units | 5888 | 5120 |

| TMUs | 184 | 160 |

| RT cores | 46 | 40 |

| Tensor cores | 184 | 160 |

| Pixel rate | 158.4 GPixel/s | 144.0 GPixel/s |

| Texture rate | 455.4 GTexel/s | 360.0 GTexel/s |

| FP32 | 29.15 TFLOPS | 23.04 TFLOPS |

| FP16 | 29.15 TFLOPS | 23.04 TFLOPS |

| TDP | 200 W | 100 W |

| Slot width | Dual-slot | IGP |

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

| Suggested PSU | 550 W | 300 W |

| Display outputs | 1x HDMI 2.1, 3x DisplayPort 1.4a | No outputs |

| Dimensions | 240 mm length, 110 mm height, 40 mm width | Not specified |

| Production status | End-of-life | Active |

| Release date | 2024-02-29 | 2023-03-20 |

| Launch MSRP | 599 USD | Not specified |

Head-to-Head Benchmarks

The database contains no recorded benchmark runs for either GPU, and no head-to-head benchmark entries exist. The comparison must therefore rest on the specification-derived throughput rates, which are recorded values.

The largest single advantage for the RTX 4070 AD103 is in texture fill. Its 455.4 GTexel/s is 26.5% ahead of the RTX 3500 Embedded's 360.0 GTexel/s. This follows directly from the combination of more TMUs (184 versus 160) and a higher boost clock (2475 MHz versus 2250 MHz).

Pixel throughput favors the desktop card by a smaller margin. The RTX 4070 AD103 outputs 158.4 GPixel/s, while the RTX 3500 Embedded outputs 144.0 GPixel/s. That is a 10.0% difference, which is notable because both GPUs have the same 64 ROPs. The gap comes entirely from the clock speed advantage.

Memory bandwidth shows a 16.7% gap: 504.2 GB/s versus 432.0 GB/s. The GDDR6X memory on the desktop part operates at 21 Gbps effective versus 18 Gbps on the GDDR6 of the embedded part, despite the same 192-bit bus width.

FP32 and FP16 compute both show the same 26.5% gap as texture rate, since the FP16 ratio is 1:1 on both parts: 29.15 TFLOPS versus 23.04 TFLOPS.

The RTX 3500 Embedded's advantages are not in throughput but in power and integration. Its 100 W TDP is exactly half of the desktop card's 200 W. It requires no power connector, while the desktop card needs a 16-pin connection. Its suggested PSU is 300 W, a 45.5% lower requirement than the 550 W suggested for the RTX 4070 AD103.

Where Each One Wins

The RTX 4070 AD103 wins every measurable compute metric in this comparison. It has higher shading unit count, higher clocks, more RT and tensor cores, faster memory, and higher pixel, texture, and FP32 rates. For any workload that uses the GPU as a discrete renderer or compute device in a standard desktop chassis, the data points entirely to this card. The 599 USD launch MSRP places it in the conventional desktop GPU market, and its dual-slot 240 mm length fits standard tower cases. Its end-of-life status means it is being phased out, but the recorded specifications remain valid.

The RTX 3500 Embedded Ada Generation wins in deployment flexibility. Its IGP form factor means it mounts directly onto a board without occupying an expansion slot in the conventional sense. The absence of power connectors and the 100 W TDP allow it to operate in systems with a 300 W PSU, which is a much lower system-level power budget. The lack of display outputs indicates it is designed to push frames to other devices or to be paired with separate display hardware, typical for embedded vision or edge compute roles. Its active production status means it remains available for long-lifecycle embedded designs, unlike the end-of-life desktop part.

The release timeline also matters for platform planning. The RTX 3500 Embedded launched on 2023-03-20, nearly a year before the RTX 4070 AD103 on 2024-02-29. The embedded part follows the Ampere-MW to Blackwell-MW lineage, confirming it is part of a sustained embedded product family. The desktop card sits between GeForce 30 and GeForce 50 in the consumer lineup.

In summary, the RTX 4070 AD103 is the choice for maximum compute and memory throughput in a desktop context. The RTX 3500 Embedded is the choice for embedded systems where the 100 W TDP, connectorless power, and IGP form factor are decisive, and where the 26.5% compute deficit is acceptable.