NVIDIA GeForce RTX 4060 AD106 vs NVIDIA RTX 3500 Embedded Ada Generation Comparison

Head-to-Head Benchmarks

The database records no direct head-to-head benchmark comparisons between the NVIDIA GeForce RTX 4060 AD106 and the NVIDIA RTX 3500 Embedded Ada Generation. Both entries show zero wins in matched tests, and no benchmark scores are listed for either part. The absence of measured data means the relative performance cannot be established from direct competition results alone. Instead, the recorded specifications provide the basis for comparing their capabilities.

The RTX 3500 Embedded Ada Generation holds a substantial lead in raw compute resources. It uses 5120 shading units against the RTX 4060's 3072, a difference of 2048 units. Its FP32 throughput is recorded at 23.04 TFLOPS, while the RTX 4060 delivers 15.11 TFLOPS. That places the embedded part approximately 52% ahead in single-precision floating-point work. FP16 performance follows the same ratio, with both parts operating at a 1:1 FP16 to FP32 ratio, meaning the RTX 3500 also reaches 23.04 TFLOPS for FP16 tasks versus 15.11 TFLOPS for the RTX 4060.

Texture and pixel throughput tell a similar story. The RTX 3500 Embedded Ada Generation achieves 360.0 GTexel/s and 144.0 GPixel/s, compared to 236.2 GTexel/s and 118.1 GPixel/s for the RTX 4060. That is a 52% advantage in texture rate and a 22% advantage in pixel rate. The embedded card also carries more texture mapping units (160 versus 96) and more render output units (64 versus 48).

Memory bandwidth is another clear differentiator. The RTX 3500 Embedded Ada Generation uses a 192-bit bus with 12 GB of GDDR6 memory, yielding 432.0 GB/s of bandwidth. The RTX 4060 uses a 128-bit bus with 8 GB of GDDR6, producing 272.0 GB/s. The embedded part offers 59% more bandwidth per cycle and 50% more memory capacity. Memory clocks differ as well: 2250 MHz (18 Gbps effective) for the RTX 3500 versus 2125 MHz (17 Gbps effective) for the RTX 4060.

Ray tracing and tensor hardware also favor the embedded part. The RTX 3500 Embedded Ada Generation includes 40 RT cores and 160 tensor cores, while the RTX 4060 has 24 RT cores and 96 tensor cores. The embedded part thus carries 67% more RT cores and 67% more tensor cores. Clock speeds, however, run in the opposite direction. The RTX 4060 has a base clock of 1830 MHz and a boost clock of 2460 MHz. The RTX 3500 Embedded Ada Generation runs at 1725 MHz base and 2250 MHz boost. The RTX 4060's higher clocks partially offset the embedded part's larger core count, but not enough to close the aggregate throughput gap.

Power draw is unusual in this comparison. The RTX 4060 is rated at 115 W TDP, while the RTX 3500 Embedded Ada Generation is rated at only 100 W TDP. The embedded part delivers higher performance across nearly every metric while consuming 15 W less. Both parts share a suggested PSU rating of 300 W. The RTX 4060 uses a 1x 12-pin power connector and occupies a dual-slot form factor. The RTX 3500 Embedded Ada Generation uses no power connectors and is listed as an IGP (integrated graphics processor) form factor, indicating it is designed for direct board mounting rather than a standard expansion slot.

Bus interface differences matter for system integration. The RTX 4060 uses PCIe 4.0 x8, while the RTX 3500 Embedded Ada Generation uses PCIe 4.0 x16. The x16 interface doubles the available lane count, which can benefit data transfer in bandwidth-sensitive workloads. Display outputs also diverge sharply: the RTX 4060 provides 1x HDMI 2.1 and 3x DisplayPort 1.4a, while the RTX 3500 Embedded Ada Generation lists no outputs at all. The embedded part is clearly intended for compute or rendering tasks where display output is handled by other means.

The Verdict

The data indicates two distinct use cases. The NVIDIA GeForce RTX 4060 AD106 is a consumer graphics card with display outputs, a dual-slot cooler, and a 12-pin power connector. It targets systems where visual output is required, and its higher boost clock of 2460 MHz gives it an edge in lightly threaded or latency-sensitive scenarios. The NVIDIA RTX 3500 Embedded Ada Generation is a board-mounted compute processor with no display outputs, no power connectors, and a 100 W TDP. It targets embedded systems, mobile workstations, or dense compute installations where physical space and power efficiency are paramount.

Benchmark results indicate the RTX 3500 Embedded Ada Generation is the stronger compute part. It leads in FP32 throughput (23.04 versus 15.11 TFLOPS), texture rate (360.0 versus 236.2 GTexel/s), pixel rate (144.0 versus 118.1 GPixel/s), memory bandwidth (432.0 versus 272.0 GB/s), memory capacity (12 versus 8 GB), RT core count (40 versus 24), and tensor core count (160 versus 96). For workloads that scale across many cores, such as rendering, simulation, or machine learning inference, the embedded part is the clear choice.

The RTX 4060 retains advantages in clock speed, with a 1830 MHz base and 2460 MHz boost versus 1725 MHz and 2250 MHz for the embedded part. It also offers display connectivity and a standard slot form factor. For desktop gaming, content creation with monitor output, or any task requiring a visible interface, the RTX 4060 is the appropriate selection. The embedded part's lack of outputs and its IGP form factor make it unsuitable for such applications.

Production status also differs. The RTX 4060 is marked as end-of-life, while the RTX 3500 Embedded Ada Generation remains active. System designers planning long production runs may prefer the active part, though the RTX 4060's successor (GeForce 50-series) is already recorded in the database.

Architecture Differences

Both parts use the Ada Lovelace architecture, manufactured by TSMC on a 5 nm process. Both also share the same transistor density of 121.8M per mm². The underlying design philosophy is identical, but the physical implementations differ substantially.

The RTX 4060 uses the AD106 chip, which measures 188 mm² and contains 22,900 million transistors. The RTX 3500 Embedded Ada Generation uses the AD104 chip, which measures 294 mm² and contains 35,800 million transistors. The AD104 die is 56% larger by area and holds 56% more transistors. The transistor density is the same because both are on the same 5 nm node at TSMC, but the larger die allows for more functional blocks: more shading units, more TMUs, more ROPs, more RT cores, and more tensor cores.

Memory architecture diverges as well. The RTX 4060 uses 8 GB of GDDR6 on a 128-bit bus, with memory clocked at 2125 MHz (17 Gbps effective). The RTX 3500 Embedded Ada Generation uses 12 GB of GDDR6 on a 192-bit bus, with memory clocked at 2250 MHz (18 Gbps effective). The wider bus and higher memory clock combine to give the embedded part 432.0 GB/s versus 272.0 GB/s. That 160 GB/s difference is larger than the entire memory bandwidth of many mid-range cards.

Core organization follows the die size difference. The RTX 4060 has 3072 shading units, 96 TMUs, 48 ROPs, 24 RT cores, and 96 tensor cores. The RTX 3500 Embedded Ada Generation has 5120 shading units, 160 TMUs, 64 ROPs, 40 RT cores, and 160 tensor cores. The ratios are consistent: the embedded part has 67% more shading units, 67% more TMUs, 33% more ROPs, 67% more RT cores, and 67% more tensor cores.

Clock speeds are the one specification where the RTX 4060 leads. Its base clock is 105 MHz higher (1830 versus 1725 MHz) and its boost clock is 210 MHz higher (2460 versus 2250 MHz). This reflects the RTX 4060's consumer design, which prioritizes burst performance in gaming workloads. The embedded part runs more conservatively to stay within its 100 W TDP.

Power delivery and cooling also differ. The RTX 4060 is a dual-slot card drawing 115 W through a 1x 12-pin connector. The RTX 3500 Embedded Ada Generation is an IGP drawing 100 W with no connectors, relying on board-level power delivery. Both list a 300 W suggested PSU, but the embedded part's lower TDP and connector-free design make it easier to integrate into compact systems.

API support is identical: both support DirectX 12 Ultimate (12_2), OpenGL 4.6, and Vulkan 1.4. The feature set for modern graphics APIs is therefore the same, and any performance difference in API-bound workloads comes from raw hardware throughput rather than missing features.

FAQ

Q: Which part has more shading units?

A: The NVIDIA RTX 3500 Embedded Ada Generation has 5120 shading units, while the NVIDIA GeForce RTX 4060 AD106 has 3072. The embedded part leads by 2048 units.

Q: How does memory bandwidth compare?

A: The RTX 3500 Embedded Ada Generation provides 432.0 GB/s over a 192-bit bus, while the RTX 4060 provides 272.0 GB/s over a 128-bit bus. The embedded part offers 160 GB/s more bandwidth.

Q: Which card supports display output?

A: Only the RTX 4060 supports display output. It has 1x HDMI 2.1 and 3x DisplayPort 1.4a. The RTX 3500 Embedded Ada Generation lists no outputs.

Q: What is the TDP difference?

A: The RTX 4060 is rated at 115 W, while the RTX 3500 Embedded Ada Generation is rated at 100 W. The embedded part draws 15 W less despite having more compute resources.

Q: Are both parts on the same manufacturing process?

A: Yes, both use TSMC's 5 nm process and share the same transistor density of 121.8M per mm². The difference is die size: 188 mm² for the RTX 4060 and 294 mm² for the RTX 3500 Embedded Ada Generation.

Q: Which part has more RT cores and tensor cores?

A: The RTX 3500 Embedded Ada Generation has 40 RT cores and 160 tensor cores. The RTX 4060 has 24 RT cores and 96 tensor cores. The embedded part has 67% more of each.

Where Each One Wins

The NVIDIA GeForce RTX 4060 AD106 wins in clock speed and display connectivity. Its 1830 MHz base and 2460 MHz boost clocks are 105 MHz and 210 MHz higher respectively than the embedded part's 1725 MHz and 2250 MHz. For workloads that favor single-core or low-thread-count execution, such as certain legacy applications or lightly threaded games, the higher clocks can reduce latency. The RTX 4060 also provides 1x HDMI 2.1 and 3x DisplayPort 1.4a outputs, making it the only viable choice for systems that need to drive a monitor directly. Its dual-slot form factor and 12-pin power connector fit standard desktop expansion slots, and its end-of-life status means it belongs to a mature product line with established drivers.

The NVIDIA RTX 3500 Embedded Ada Generation wins in every throughput category recorded in the database. Its 23.04 TFLOPS FP32 output is 7.93 TFLOPS higher than the RTX 4060's 15.11 TFLOPS. Its 360.0 GTexel/s texture rate exceeds the RTX 4060 by 123.8 GTexel/s. Its 144.0 GPixel/s pixel rate exceeds the RTX 4060 by 25.9 GPixel/s. Memory bandwidth of 432.0 GB/s is 160 GB/s higher. Memory capacity of 12 GB is 4 GB higher. RT core count of 40 is 16 higher. Tensor core count of 160 is 64 higher. All of this is achieved at a 100 W TDP, which is 15 W lower than the RTX 4060.

For compute-heavy embedded applications, such as inferencing, rendering farms, or industrial processing, the RTX 3500 Embedded Ada Generation is the superior part. Its x16 PCIe interface doubles the lane count of the RTX 4060's x8 interface, which can reduce data transfer bottlenecks. Its 12 GB frame buffer allows larger datasets to reside in GPU memory. Its active production status ensures continued availability for system integrators.

For desktop gaming or any task requiring a physical display connection, the RTX 4060 is the appropriate choice. Its higher boost clock and lower core count can be advantageous in games that do not scale perfectly across many cores. Its display outputs allow direct connection to monitors, and its dual-slot design is compatible with standard desktop cases. The data shows a clear split: the RTX 4060 serves interactive, display-oriented workloads, while the RTX 3500 Embedded Ada Generation serves compute-oriented, headless installations. Neither part fully replaces the other, and the selection depends on the deployment environment.