NVIDIA GeForce RTX 4060 vs NVIDIA Rubin GPU Comparison

# NVIDIA GeForce RTX 4060 vs NVIDIA Rubin GPU

The NVIDIA GeForce RTX 4060 and the NVIDIA Rubin GPU occupy completely different segments of the graphics hardware landscape. The RTX 4060 is a consumer-focused graphics card from the GeForce 40-series, built for gaming and desktop workloads, while the Rubin GPU is a server-grade accelerator from the Server Rubin (Rxx) generation, designed for compute-intensive data center tasks. The database shows a fundamental divergence in architecture, memory subsystem, and intended use case. The RTX 4060 has a percentile rank of 61 among all GPUs, with an average benchmark score of 17,639, while the Rubin GPU has no recorded benchmarks in the database, giving it a percentile rank of 50 and an average score of 0. This absence of comparable benchmark data means the analysis must rely on the structural and architectural differences between the two parts.

Where Each One Wins

The RTX 4060 wins decisively in any scenario involving consumer graphics workloads, gaming, or desktop display output. The recorded benchmarks for the RTX 4060 show strong performance across DirectX 9, 10, 11, and 12 tests, with a Passmark G3D score of 19,545 and a Passmark GPU Compute score of 9,213. It also delivers a 3DMark Steel Nomad DX12 score of 2,302, a Geekbench OpenCL score of 95,057, and a Geekbench Vulkan score of 48,643. These numbers reflect a card that can handle rasterized gaming, modern API workloads, and general-purpose compute tasks that fit within its 8 GB memory capacity. The Rubin GPU has no benchmark entries, so it cannot be said to win any measured test in the database. However, its architectural specifications point to a clear advantage in raw compute throughput, memory bandwidth, and tensor operations, which are critical for server-side AI inference and training. The data shows that the RTX 4060 wins where measurable consumer performance is concerned, while the Rubin GPU's wins are implied through its massive resource pool rather than recorded scores.

The use-case split is stark. The RTX 4060 supports DirectX 12 Ultimate (12_2), OpenGL 4.6, and Vulkan 1.4, making it compatible with the full stack of modern PC gaming APIs. It has display outputs, including 1x HDMI 2.1 and 3x DisplayPort 1.4a, so it can drive monitors directly. The Rubin GPU lists "No outputs" for display connectivity and reports N/A for DirectX, OpenGL, and Vulkan. This makes the Rubin GPU unsuitable for any desktop or interactive graphics role. Conversely, the Rubin GPU's 288 GB of HBM4 memory, 22.1 TB/s bandwidth, and 130.0 TFLOPS FP32 performance place it in a category where the RTX 4060's 8 GB GDDR6 and 272.0 GB/s bandwidth are simply insufficient. The Rubin GPU is built for scale-out server deployments, not for a single user at a workstation.

Architecture Differences

The two GPUs use entirely different silicon designs and manufacturing processes. The RTX 4060 uses the AD107 chip on TSMC's 5 nm process, integrating 18,900 million transistors on a 159 mm² die, which yields a transistor density of 118.9 million transistors per square millimeter. The Rubin GPU uses the GR100 chip on TSMC's 3 nm process, integrating 336,000 million transistors on a 1,456 mm² die, giving a transistor density of 230.8 million per square millimeter. The Rubin GPU has nearly 18 times the transistor count and over 9 times the die area, with roughly double the transistor density. This indicates a much more complex and tightly packed design, consistent with a server accelerator that must deliver extreme throughput per watt.

The architecture names reflect the generational gap: Ada Lovelace for the RTX 4060 versus Rubin for the server part. The RTX 4060 has a base clock of 1,830 MHz and a boost clock of 2,460 MHz, while the Rubin GPU has a much lower base clock of 700 MHz but a boost clock of 2,267 MHz. The lower base clock on the Rubin GPU suggests a design that can scale up under load but idles at a low frequency to manage power. The RTX 4060's memory runs at 2,125 MHz with 17 Gbps effective speed, while the Rubin GPU's memory runs at 2,695 MHz with 10.8 Gbps effective speed. The Rubin GPU's memory advantage comes not from higher per-pin speed but from an enormous 16,384-bit bus width, compared to the RTX 4060's 128-bit bus.

The compute resources differ by an order of magnitude. The RTX 4060 has 3,072 shading units, 96 texture mapping units, 48 ROPs, 24 ray tracing cores, and 96 tensor cores. The Rubin GPU has 28,672 shading units, 896 TMUs, 24 ROPs, and 896 tensor cores. The Rubin GPU has no recorded ray tracing core count, but its tensor core count is over 9 times higher than the RTX 4060's. The pixel rate tells an interesting story: the RTX 4060 achieves 118.1 GPixel/s, while the Rubin GPU achieves only 54.41 GPixel/s, and the RTX 4060 has a texture rate of 236.2 GTexel/s versus the Rubin GPU's 2,031.2 GTexel/s. The Rubin GPU's lower pixel rate comes from its 24 ROPs, which is half the RTX 4060's 48 ROPs. This suggests the Rubin GPU is not optimized for rasterization output but for compute and texture-heavy workloads.

Head-to-Head Benchmarks

The database contains no direct head-to-head benchmark results between the RTX 4060 and the Rubin GPU. The RTX 4060 has a full set of recorded scores, but the Rubin GPU has zero benchmark entries. This means there are no measured comparisons to walk through. Instead, the data allows for structural comparisons based on the recorded specifications. The RTX 4060's FP32 throughput is 15.11 TFLOPS, while the Rubin GPU delivers 130.0 TFLOPS, a difference of roughly 8.6 times in favor of the Rubin GPU. In FP16, the RTX 4060 delivers 15.11 TFLOPS with a 1:1 ratio, while the Rubin GPU delivers 260.0 TFLOPS with a 2:1 ratio. The Rubin GPU's FP16 advantage is over 17 times the RTX 4060's FP16 performance, which is critical for mixed-precision AI workloads.

Memory bandwidth shows an even larger gap. The RTX 4060 offers 272.0 GB/s, while the Rubin GPU offers 22.1 TB/s, which is approximately 81 times higher. This bandwidth disparity, combined with the Rubin GPU's 288 GB capacity versus the RTX 4060's 8 GB, means the server part can hold entire large models or datasets in memory while the consumer card must constantly swap data. The texture rate comparison, 236.2 GTexel/s versus 2,031.2 GTexel/s, shows the Rubin GPU can process roughly 8.6 times more texture operations per second. The only recorded metric where the RTX 4060 leads is pixel rate, 118.1 GPixel/s versus 54.41 GPixel/s, which aligns with the RTX 4060's role as a display-oriented device.

The RTX 4060's nearest rivals in the database are all AMD products: the Radeon HD 7790 with an average score of 17,666 and a delta of -0.2%, the Radeon 780M at 17,588 with a delta of 0.3%, the Radeon Pro 560 at 17,551 with a delta of 0.5%, and the Radeon Pro 460 at 17,509 with a delta of 0.7%. These deltas show the RTX 4060 sits in a tight competitive band, within 1% of its closest peers. The Rubin GPU has no nearest rivals recorded, which reinforces its unique position as a server-class part without direct consumer competition.

FAQ

Q: Why does the RTX 4060 have benchmark scores while the Rubin GPU has none?

A: The RTX 4060 is a consumer graphics card with recorded results across 10 tests, including 3DMark, Geekbench, and Passmark suites. The Rubin GPU has no benchmark entries in the database, and its API support is listed as N/A for DirectX, OpenGL, and Vulkan, which prevents standard consumer benchmark tools from running on it.

Q: Can the Rubin GPU output video to a display?

A: No. The database lists "No outputs" for the Rubin GPU's display outputs, and it has no HDMI or DisplayPort connections. The RTX 4060, by contrast, includes 1x HDMI 2.1 and 3x DisplayPort 1.4a.

Q: Which GPU has more memory and bandwidth?

A: The Rubin GPU has 288 GB of HBM4 memory with a 16,384-bit bus and 22.1 TB/s bandwidth. The RTX 4060 has 8 GB of GDDR6 on a 128-bit bus with 272.0 GB/s bandwidth. The Rubin GPU's bandwidth is approximately 81 times higher.

Q: What is the power requirement difference?

A: The RTX 4060 has a TDP of 115 W and a suggested PSU of 300 W, with a 1x 12-pin power connector. The Rubin GPU has a TDP of 2,300 W and a suggested PSU of 2,700 W, and it uses an SXM Module slot with no separate power connectors listed.

Q: Are these GPUs from the same generation?

A: No. The RTX 4060 is part of the GeForce 40 generation built on Ada Lovelace, while the Rubin GPU belongs to the Server Rubin (Rxx) generation. The RTX 4060's predecessor is GeForce 30 and its successor is GeForce 50, while the Rubin GPU's predecessor is Server Blackwell.

Q: How do their transistor counts compare?

A: The RTX 4060 has 18,900 million transistors on a 159 mm² die, while the Rubin GPU has 336,000 million transistors on a 1,456 mm² die. The Rubin GPU contains nearly 18 times more transistors.

Specification Differences

The two GPUs differ in nearly every recorded specification field. The process node is 5 nm for the RTX 4060 versus 3 nm for the Rubin GPU. The chip is AD107 for the RTX 4060 and GR100 for the Rubin GPU. The architecture is Ada Lovelace versus Rubin. The transistor count is 18,900 million versus 336,000 million. The die size is 159 mm² versus 1,456 mm². Transistor density is 118.9M per mm² versus 230.8M per mm². Base clock is 1,830 MHz versus 700 MHz, boost clock is 2,460 MHz versus 2,267 MHz, and memory clock is 2,125 MHz versus 2,695 MHz. Effective memory speed is 17 Gbps versus 10.8 Gbps.

Memory size is 8 GB versus 288 GB, type is GDDR6 versus HBM4, bus width is 128 bit versus 16,384 bit, and bandwidth is 272.0 GB/s versus 22.1 TB/s. Shading units are 3,072 versus 28,672, TMUs are 96 versus 896, ROPs are 48 versus 24, and tensor cores are 96 versus 896. The RTX 4060 has 24 ray tracing cores while the Rubin GPU has no recorded ray tracing core count. Pixel rate is 118.1 GPixel/s versus 54.41 GPixel/s, texture rate is 236.2 GTexel/s versus 2,031.2 GTexel/s, FP32 is 15.11 TFLOPS versus 130.0 TFLOPS, and FP16 is 15.11 TFLOPS (1:1) versus 260.0 TFLOPS (2:1). TDP is 115 W versus 2,300 W, slot width is Dual-slot versus SXM Module, and the power connector is 1x 12-pin versus none listed. Suggested PSU is 300 W versus 2,700 W, bus interface is PCIe 4.0 x8 versus PCIe 6.0 x16. Display outputs are 1x HDMI 2.1 and 3x DisplayPort 1.4a versus no outputs. API support is DirectX 12 Ultimate, OpenGL 4.6, and Vulkan 1.4 versus N/A for all three. Production status is End-of-life versus Active, release date is 2023-05-17 versus 2025-12-31, and launch MSRP is 299 USD for the RTX 4060; the Rubin GPU has no launch MSRP recorded.

The Verdict

The data indicates a clear separation of purpose. The RTX 4060 is a consumer GPU with measurable performance, a 61st percentile rank among all GPUs, and a full suite of gaming and compute benchmarks. Its 8 GB memory, 128-bit bus, and 115 W TDP fit a desktop context, and its display outputs and API support make it functional for interactive use. The Rubin GPU is a server accelerator with no recorded benchmarks and no consumer API support. Its 288 GB HBM4 memory, 22.1 TB/s bandwidth, 130.0 TFLOPS FP32, and 260.0 TFLOPS FP16 target data center workloads where raw throughput and memory capacity outweigh rasterization speed.

The RTX 4060 leads in pixel rate and has double the ROP count of the Rubin GPU, which confirms its suitability for rendering to a screen. The Rubin GPU leads in every compute-oriented metric: shading units, TMUs, tensor cores, FP32, FP16, memory capacity, and bandwidth. Its 2,300 W TDP and SXM Module form factor are incompatible with consumer systems, while the RTX 4060's PCIe 4.0 x8 interface and 300 W suggested PSU align with standard desktop builds. The RTX 4060's nearest rivals are all within 1% in average benchmark score, indicating its performance is well understood. The Rubin GPU's lack of rivals and benchmarks means its performance must be inferred from specifications, which point to a dominant position in server compute. The choice between them depends entirely on the workload: the RTX 4060 for measured consumer graphics, the Rubin GPU for unmeasured but architecturally massive server compute.