NVIDIA GeForce RTX 4060 AD106 vs NVIDIA RTX 5000 Embedded Ada Generation Comparison

Head-to-Head Benchmarks

The recorded data shows a decisive performance gap between these two Ada Lovelace GPUs, with the RTX 5000 Embedded Ada Generation holding a substantial lead across nearly every measurable metric. The most striking difference appears in raw compute throughput: the RTX 5000 delivers 32.69 TFLOPS of FP32 performance, more than double the 15.11 TFLOPS recorded for the RTX 4060 AD106. This 2.16x advantage in floating-point throughput translates directly into meaningful differences in shader processing, texture work, and pixel output.

The texture and pixel pipelines amplify this disparity further. The RTX 5000 achieves a texture rate of 510.7 GTexel/s, while the RTX 4060 manages 236.2 GTexel/s. That represents a 2.16x lead in texture fill rates. Pixel throughput tells a similar story: the RTX 5000 pushes 188.2 GPixel/s against the RTX 4060's 118.1 GPixel/s, a 1.59x advantage. These numbers indicate that the RTX 5000 can sustain heavier rendering workloads, particularly in scenes with dense geometry and high-resolution textures.

Memory bandwidth is another area where the RTX 5000 pulls far ahead. The 576.0 GB/s bandwidth recorded for the RTX 5000 is 2.12x the 272.0 GB/s available to the RTX 4060. The RTX 5000's 256-bit bus with 16 GB of GDDR6 doubles both the bus width and capacity of the RTX 4060's 128-bit, 8 GB configuration. For workloads that stream large datasets, such as neural network inference or high-resolution texture streaming, this bandwidth advantage becomes a critical differentiator.

The RTX 5000 also holds superior numbers in the specialized compute units. Its 76 RT cores and 304 tensor cores dwarf the RTX 4060's 24 RT cores and 96 tensor cores, representing 3.17x and 3.17x advantages respectively. The shading unit count reinforces this pattern: 9728 shading units on the RTX 5000 versus 3072 on the RTX 4060, a 3.17x difference. The RTX 5000's 304 TMUs and 112 ROPs compare favorably to the RTX 4060's 96 TMUs and 48 ROPs.

Clock speeds present the only category where the RTX 4060 shows an advantage. The RTX 4060 operates at a base clock of 1830 MHz and boosts to 2460 MHz, while the RTX 5000 sits at 930 MHz base and 1680 MHz boost. Despite lower clocks, the RTX 5000's massively wider architecture more than compensates, delivering higher throughput across every measured category. The RTX 4060's clock advantage does not overcome the RTX 5000's 3.17x larger execution resource pool.

Neither GPU has recorded benchmark scores in the database, so percentile rankings remain neutral at 50 for both. The head-to-head benchmark matrix is empty, meaning the comparison relies entirely on architectural specifications and derived rates. The wins counters show zero for both parts, reflecting the absence of direct test data rather than any parity in capability.

FAQ

Q: Which GPU has higher FP32 compute performance?

A: The RTX 5000 Embedded Ada Generation records 32.69 TFLOPS, which is 2.16x the 15.11 TFLOPS of the RTX 4060 AD106.

Q: How much memory bandwidth does each card provide?

A: The RTX 5000 delivers 576.0 GB/s over a 256-bit bus, while the RTX 4060 provides 272.0 GB/s over a 128-bit bus.

Q: What are the memory capacities of these two GPUs?

A: The RTX 5000 comes with 16 GB of GDDR6, while the RTX 4060 has 8 GB of GDDR6.

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

A: The RTX 5000 has 76 RT cores and 304 tensor cores, versus 24 RT cores and 96 tensor cores on the RTX 4060.

Q: Do both GPUs use the same architecture and manufacturing process?

A: Yes, both use Ada Lovelace architecture on TSMC's 5 nm process, but the RTX 5000 uses the larger AD103 chip with 45,900 million transistors, while the RTX 4060 uses AD106 with 22,900 million transistors.

Q: What is the thermal design power for each GPU?

A: The RTX 5000 has a TDP of 120 W, while the RTX 4060 has a TDP of 115 W.

Where Each One Wins

The RTX 5000 Embedded Ada Generation wins across all computational categories recorded in the database. Its FP32 throughput, texture rate, pixel rate, RT core count, tensor core count, shading units, TMUs, ROPs, memory bandwidth, and memory capacity all exceed the RTX 4060's figures. The RTX 5000 is the clear choice for workloads that demand maximum parallel processing, including ray-traced rendering, AI inference, and high-resolution texture-heavy applications.

The RTX 4060 AD106 wins in two specific areas: clock speeds and power efficiency per watt. Its 1830 MHz base clock and 2460 MHz boost clock exceed the RTX 5000's 930 MHz and 1680 MHz respectively. The RTX 4060 also operates at a lower TDP of 115 W versus 120 W, though the difference is small. For users constrained by power delivery or thermal limits, the RTX 4060's lower consumption and higher clock rates may suit lighter workloads that do not require the RTX 5000's massive parallel resources.

The RTX 4060 also holds advantages in form factor flexibility. It uses a dual-slot design with a 1x 12-pin power connector and requires a 300 W PSU, while the RTX 5000 is an IGP (integrated graphics processor) with no power connectors and portable device dependent display outputs. The RTX 4060 offers standard display outputs including 1x HDMI 2.1 and 3x DisplayPort 1.4a, whereas the RTX 5000's outputs depend entirely on the host device. For desktop systems with standard PCIe slots, the RTX 4060's PCIe 4.0 x8 interface and conventional outputs make it more straightforward to deploy, though the RTX 5000's PCIe 4.0 x16 interface offers higher host bandwidth.

Specification Differences

The two GPUs differ in nearly every specification field. The RTX 4060 uses the AD106 chip, while the RTX 5000 uses the AD103 chip. Transistor counts diverge sharply: 22,900 million for the RTX 4060 versus 45,900 million for the RTX 5000. Die size follows suit at 188 mm² versus 379 mm², though transistor density is nearly identical at 121.8M/mm² and 121.1M/mm² respectively.

Clock speeds differ significantly. The RTX 4060 runs at 1830 MHz base and 2460 MHz boost, while the RTX 5000 runs at 930 MHz base and 1680 MHz boost. Memory clocks also vary: the RTX 4060 uses 2125 MHz with 17 Gbps effective, while the RTX 5000 uses 2250 MHz with 18 Gbps effective.

Memory configuration shows major divergence. The RTX 4060 has 8 GB of GDDR6 on a 128-bit bus with 272.0 GB/s bandwidth. The RTX 5000 has 16 GB of GDDR6 on a 256-bit bus with 576.0 GB/s bandwidth.

Core counts differ across every unit type. The RTX 4060 has 3072 shading units, 96 TMUs, 48 ROPs, 24 RT cores, and 96 tensor cores. The RTX 5000 has 9728 shading units, 304 TMUs, 112 ROPs, 76 RT cores, and 304 tensor cores.

Power and physical specifications also separate the two. The RTX 4060 has a TDP of 115 W, dual-slot width, a 1x 12-pin power connector, and a suggested PSU of 300 W. The RTX 5000 has a TDP of 120 W, IGP form factor, no power connectors, and no suggested PSU. Bus interfaces differ as well: PCIe 4.0 x8 for the RTX 4060 versus PCIe 4.0 x16 for the RTX 5000.

Display outputs separate them further. The RTX 4060 provides 1x HDMI 2.1 and 3x DisplayPort 1.4a, while the RTX 5000 lists "Portable Device Dependent" outputs. Production status differs, with the RTX 4060 marked end-of-life and the RTX 5000 active. Release dates also differ: the RTX 4060 launched 2024-03-31, while the RTX 5000 launched 2023-03-20.

Architecture Differences

Both GPUs share the Ada Lovelace architecture and TSMC 5 nm process, but the silicon implementations are dramatically different in scale. The RTX 5000's AD103 die contains 45,900 million transistors across 379 mm², nearly double the RTX 4060's AD106 die at 22,900 million transistors and 188 mm². The transistor density is nearly identical, indicating the same manufacturing technology, but the larger die provides far more execution resources.

The RTX 5000's architectural advantage extends to every specialized unit. Its 76 RT cores support hardware-accelerated ray tracing, and the 304 tensor cores accelerate AI workloads. The RTX 4060's 24 RT cores and 96 tensor cores provide a baseline level of these capabilities but at roughly one-third the scale. The shading pipeline mirrors this: 9728 shading units on the RTX 5000 versus 3072 on the RTX 4060.

Memory architecture differs fundamentally. The RTX 5000 uses a 256-bit memory bus with 16 GB GDDR6, enabling 576.0 GB/s bandwidth. The RTX 4060 uses a 128-bit bus with 8 GB GDDR6, capping bandwidth at 272.0 GB/s. The wider bus and larger frame buffer make the RTX 5000 better suited for large working sets, such as complex 3D scenes or machine learning models.

The memory clock differs slightly, with the RTX 5000 at 2250 MHz (18 Gbps effective) versus the RTX 4060 at 2125 MHz (17 Gbps effective). The RTX 5000's higher memory clock, combined with its wider bus, produces the substantial bandwidth advantage noted earlier.

Both GPUs support DirectX 12 Ultimate (12_2), OpenGL 4.6, and Vulkan 1.4, indicating identical API feature levels. The architecture differences thus center on scale and resource allocation rather than feature support. The RTX 5000's larger die, more numerous cores, and wider memory path define its higher performance ceiling, while the RTX 4060's smaller die and narrower pipeline target lower power consumption and simpler integration.

The generation fields differ in labeling: the RTX 4060 belongs to the GeForce 40 generation, while the RTX 5000 is listed under "Ada-MW" generation. The predecessor and successor fields also differ: the RTX 4060 follows GeForce 30 and precedes GeForce 50, while the RTX 5000 follows Ampere-MW and precedes Blackwell-MW.

The Verdict

The data indicates that the RTX 5000 Embedded Ada Generation is the superior performer in every computational metric recorded. Its FP32 throughput of 32.69 TFLOPS more than doubles the RTX 4060's 15.11 TFLOPS, and its texture, pixel, and memory bandwidth figures all exceed the RTX 4060 by factors between 1.59x and 2.16x. The RTX 5000's 9728 shading units, 76 RT cores, and 304 tensor cores provide substantially more parallel processing capacity than the RTX 4060's 3072 shading units, 24 RT cores, and 96 tensor cores.

Users requiring maximum rendering performance, ray tracing capability, or AI acceleration should select the RTX 5000. Its 16 GB memory capacity and 576.0 GB/s bandwidth support large datasets and high-resolution textures without bottlenecking. The RTX 5000's active production status also ensures ongoing availability, while the RTX 4060 is marked end-of-life.

The RTX 4060 retains relevance for specific scenarios. Its higher clock speeds, 1830 MHz base and 2460 MHz boost, allow faster single-threaded or lightly-threaded operations. Its lower TDP of 115 W versus 120 W, combined with a standard dual-slot form factor and conventional display outputs, make it easier to integrate into desktop systems. The RTX 4060's PCIe 4.0 x8 interface, while narrower than the RTX 5000's x16, still provides adequate host bandwidth for most consumer workloads.

For systems where the RTX 5000's IGP form factor is compatible, that GPU is the stronger choice based on the recorded data. For desktop builders needing a standard graphics card with conventional outputs and lower power requirements, the RTX 4060 offers a functional alternative despite its lower performance metrics. The absence of benchmark scores leaves the comparison specification-driven, but the architectural differences are unambiguous: the RTX 5000 is built to compute, while the RTX 4060 is built to fit.