Introduction

MSI's GeForce RTX 5060 Gaming OC is one of the most premium custom design RTX 5060 cards you can buy. It combines the value proposition of the RTX 5060 for gamers to play at 1080p, with high-end looks and cooling from a segment above, including some RGB lighting. The board design pairs well with MSI's MPG line of performance-segment motherboards. Despite its premium looks and cooling heft, the RTX 5060 Gaming OC from MSI meets NVIDIA's SFF-Ready specification for maximum compatibility with smaller cases. The GeForce RTX 5060 brings the power of the latest Blackwell graphics architecture to the mid-range, including all the features NVIDIA introduced with this generation, such as DLSS 4 and Multi Frame Generation, which should prove valuable in this segment.



NVIDIA's GeForce RTX 5060 comes in at a crucial starting price of $300, which makes it possible to build a 1080p gaming PC under $800. It is designed to offer 1080p gameplay with high to extreme settings, including fairly high ray tracing settings. DLSS 4 transforms your gameplay, unlocking higher frame rates. You can even take advantage of DLAA to further improve image quality over native resolution. Multi Frame Generation can be a transformational feature for whose with high refresh-rate 1080p monitors. In scenarios where the RTX 5060 is able to put out 60–80 FPS, Multi Frame Generation can bring the frame rates to nearly match the 120-165 Hz refresh rates of such monitors.

The GeForce RTX 5060 is based on NVIDIA's latest Blackwell graphics architecture, which introduces Neural Rendering, a new technology in 3D graphics that combines objects created by generative AI models with conventional raster 3D scenes much in the same way as RTX brings ray traced objects to it. You already know the awesome capabilities of generative AI models to create photorealistic images and video, along with its impact on gaming. AI hence plays a bigger role in rendering, and isn't just relegated to the DLSS upscaler. This is made possible due to a new hardware-based scheduler component called the AI Management Processor (AMP), which lets the GPU accelerate AI models and render graphics in tandem.

DLSS 4 sees NVIDIA replace the convoluted neural networks (CNN) based AI models driving its various components, with new Transformer-based AI models, which are significantly more accurate, and improve image quality at every DLSS preset. Multi Frame Generation uses a single conventionally-rendered frame to conjure up to three succeeding frames entirely using AI, effectively quadrupling frame rates. While DLSS 4 super resolution is available even to older RTX 40-series Ada and RTX 30-series Ampere, and DLSS 4 single frame generation even to RTX 40-series; Multi Frame Generation is exclusive to Blackwell for now. This is because the feature relies on hardware flip-metering, a feature being introduced with the Display Engine of Blackwell.

The GeForce RTX 5060 is based on the same GB206 silicon as the RTX 5060 Ti series. While the RTX 5060 Ti maxes out the GB206 by enabling all 36 SM for 4,608 CUDA cores, the RTX 5060 is cut down. It gets 30 SM, which gives it 3,840 CUDA cores. Other specs include 120 Tensor cores, 30 RT cores, 120 TMUs, and 48 ROPs. The memory sub-system is identical to the RTX 5060 Ti, you get 8 GB of 28 Gbps GDDR7 memory across a 128-bit wide memory bus for 448 GB/s of memory bandwidth. This is a significant 64% increase in memory bandwidth 17 Gbps GDDR6 that the RTX 4060 comes with. The GPU also comes with an upgraded PCI-Express 5.0 x8 host interface.

The MSI GeForce RTX 5060 Gaming OC comes with the company's latest Twin Frozr 10 cooling solution. It has the same aesthetics as the latest Tri Frozr cooler featured in Gaming OC cards based on higher RTX 50-series SKUs. The cooler uses two copper heat pipes that pull heat through a nickel-plated copper baseplate. This fin-stack heatsink is ventilated by two of MSI's latest generation StormForce axial airflow fan. RGB lighting comes in the form of an illuminated MSI Gaming logo on top of the card. You also get a premium metal backplate. MSI offers factory-overclocked speeds of 2625 MHz compared to 2497 MHz NVIDIA reference. MSI is pricing the card at $330, a small premium over the $300 baseline price.

NVIDIA Blackwell Architecture

NVIDIA does not provide a block diagram for the GB203 GPU (we asked), so we had to quickly hack one out from the GB202 diagram. This is accurate just not as pretty.

The GeForce Blackwell graphics architecture heralds NVIDIA's 4th generation of RTX, the late-2010s re-invention of the modern GPU that sees a fusion of real time ray traced objects with conventional raster 3D graphics. With Blackwell, NVIDIA is helping add another dimension, neural rendering, the ability for the GPU to leverage a generative AI to create portions of a frame. This is different from DLSS, where an AI model is used to reconstruct details in an upscaled frame based on its training date, temporal frames, and motion vectors. Today we are reviewing NVIDIA's fifth GPU from this generation, the RTX 5060. At the heart of this graphics card is the new GB206 silicon. This chip has a unique die-size and SM count that doesn't have a predecessor from the previous Ada generation. With the GeForce Blackwell generation, NVIDIA tailored the SM counts of its GPUs closer to those of the actual SKUs, to minimize wasted die-space. The GeForce RTX 5060 is cut down from the GB206 silicon. This is NVIDIA's fourth gaming GPU based on this architecture. It is built on the same NVIDIA 4N foundry node as the previous generation AD106. It is a tiny, somewhat square die measuring 181 mm², with a transistor count of 21.9 billion.

The GB206 silicon is laid out essentially in the same component hierarchy as past generations of NVIDIA GPUs, but with a few notable changes. The GPU features a PCI-Express 5.0 x8 host interface. PCIe Gen 5 has been around since Intel's 12th Gen Core "Alder Lake" and AMD's Ryzen 7000 "Zen 4," so there is a sizable install-base of systems that can take advantage of it. The GPU is of course compatible with older generations of PCIe. The GB206 also features the new GDDR7 memory interface that's making its debut with this generation. The chip features a 128-bit wide memory bus. NVIDIA is using this to drive 8 GB of memory at 28 Gbps speeds, yielding 448 GB/s of memory bandwidth, which is a 64% increase over the RTX 4060 and its 17 Gbps GDDR6.

The GigaThread Engine is the main graphics rendering workload allocation logic on the GB206, but there's a new addition, a dedicated serial processor for managing all AI acceleration resources on the GPU, NVIDIA calls this AMP (AI management processor). Other components at the global level are the Optical Flow Processor, a component involved in older versions of DLSS frame generation and for video encoding; and an updated media acceleration engine consisting of one each of NVDEC and NVENC video accelerators. The new 9th Gen NVENC video encode accelerators come with 4:2:2 AV1 and HEVC encoding support. The central region of the GPU has the single largest common component, the 32 MB L2 cache, which the RTX 5060 Ti maxes out.


There are three graphics processing clusters (GPC) on the GB206. Each of these contains 12 streaming multiprocessors (SM) across 6 texture processing clusters (TPCs), resulting in 36 SM. On the RTX 5060, one TPC is disabled per GPC, resulting in the card's SM count of 30. Every GPC also contains a ROP partition with 12 ROPs, each, working out to 48 ROPs on the silicon. Within each SM, you'll find 128 CUDA cores. Unlike the Ada generation SM that each had 64 FP32+INT32 and 64 purely-FP32 SIMD units, the new Blackwell generation SM features concurrent FP32+INT32 capability on all 128 SIMD units. These 128 CUDA cores are arranged in four slices, each with a register file, a level-0 instruction cache, a warp scheduler, two sets of load-store units, and a special function unit (SFU) handling some special math functions such as trigonometry, exponents, logarithms, reciprocals, and square-root. The four slices share a 128 KB L1 data cache, and four TMUs. The most exotic components of the Blackwell SM are the four 5th Gen Tensor cores, and a 4th Gen RT core.

With 3 GPCs containing 5 TPCs each, there are a total of 30 SM, worth 3,840 CUDA cores, 120 Tensor cores, 30 RT cores, and 120 TMUs, on the GB206 silicon. The GB206 silicon is endowed with 48 ROPs, all of which are enabled on the RTX 5060. The RTX 5060 also maxes out all 32 MB of L2 cache present on the die.


Perhaps the biggest change to the way the SM handles work introduced with Blackwell is the concept of neural shaders—treating portions of the graphics rendering workload done by a generative AI model as shaders. Microsoft has laid the groundwork for standardization of neural shaders with its Cooperative Vectors API, in the latest update to DirectX 12. The Tensor cores are now accessible for workloads through neural shaders, and the shader execution reordering (SER) engine of the Blackwell SM is able to more accurately reorder workloads for the CUDA cores and the Tensor core in an SM.


The new 5th Gen Tensor core introduces support for FP4 data format (1/8 precision) to fast moving atomic workloads, providing 32 times the throughput of the very first Tensor core introduced with the Volta architecture. Over the generations, AI models leveraged lesser precision data formats, and sparsity, to improve performance. The AI management processor (AMP) is what enables simultaneous AI and graphics workloads at the highest levels of the GPU, so it could be simultaneously rendering real time graphics for a game, while running an LLM, without either affecting the performance of the other. AMP is a specialized hardware scheduler for all the AI acceleration resources on the silicon. This plays a crucial role for DLSS 4 multi-frame generation to work.


The 4th Gen RT core not just offers a generational increase in ray testing and ray intersection performance, which lowers the performance cost of enabling path tracing and ray traced effects; but also offers a potential generational leap in performance with the introduction of Mega Geometry. This allows for ray traced objects with extremely high polygon counts, increasing their detail. Poly count and ray tracing present linear increases in performance costs, as each triangle has to intersect with a ray, and there should be sufficient rays to intersect with each of them. This is achieved by adopting clusters of triangles in an object as first-class primitives, and cluster-level acceleration structures. The new RT cores introduce a component called a triangle cluster intersection engine, designed specifically for handling mega geometry. The integration of a triangle cluster compression format and a lossless decompression engine allows for more efficient processing of complex geometry.


The GB206 and the rest of the GeForce Blackwell GPU family is built on the exact same TSMC "NVIDIA 4N" foundry node, which is actually 5 nm, as previous-generation Ada, so NVIDIA directed efforts to finding innovative new ways to manage power and thermals. This is done through a re-architected power management engine that relies on clock gating, power gating, and rail gating of the individual GPCs and other top-level components. It also worked on the speed at which the GPU makes power-related decisions.


The quickest way to drop power is by adjusting the GPU clock speed, and with Blackwell, NVIDIA introduced a means for rapid clock adjustments at the SM-level.


NVIDIA updated both the display engine and the media engine of Blackwell over the previous generation Ada, which drew some flack for holding on to older display I/O standards such as DisplayPort 1.4, while AMD and Intel had moved on to DisplayPort 2.1. The good news is that Blackwell supports DP 2.1 with UHBR20, enabling 8K 60 Hz with a single cable. The company also updated NVDEC and NVENC, which now support AV1 UHQ, double the H.264 decode performance, MV-HEVC, and 4:2:2 formats.

Neural Rendering

Neural Rendering promises to be as transformative to modern graphics as programmable shaders itself. 3D Graphics rendering evolved from fixed-function over the turn of the century, to programmable shaders, HLSL, geometry shaders, compute shaders, and ray tracing, over the past couple of decades. In 2025, NVIDIA is writing the next chapter in this journey with Blackwell neural shaders. This allows for a host of neural-driven effects, including neural materials, neural volumes, and even neural radiance fields. Microsoft introduced the new Cooperative Vectors API for DirectX in a recent update, making it possible to access Tensor cores within a graphics API. Combined with a new shading language, Slang, this breakthrough enables developers to integrate neural techniques directly into their workflows, potentially replacing parts of the traditional graphics pipeline. Slang splits large, complex functions into smaller pieces that are easier to handle. Given that this is a DirectX standard API feature, there is nothing that stops AMD and Intel from integrating Neural Rendering (Cooperative Vectors) into their graphics drivers.

RTX Neural Materials works to significantly reduce the memory footprint of materials in 3D scenes. Under conventional rendering, the memory footprint of a material is bloated from complex shader code. Neural materials convert shader code and texture layers into a compressed neural representation. This results in up to a 7:1 compression ratio and enables small neural networks to generate stunning, film-like materials in real-time. For example, silk rendered with traditional shaders might lack the multicolored sheen seen in real life. Neural materials, however, capture intricate details like color variation and reflections, bringing such surfaces to life with unparalleled realism—and at a fraction of the memory cost.


The new Neural Radiance Cache, which dynamically trains a neural network during gameplay using the user's GPU, allowing light transport to be cached spatially, enabling near-infinite light bounces in a scene. This results in realistic indirect lighting and shadows with minimal performance impact. NRC partially traces 1 or 2 rays before storing them in a radiance cache, and infers an infinite amount of rays and bounces for a more accurate representation of indirect lighting in the game scene.

DLSS 4 and Multi Frame Generation

DLSS 4 introduces a major leap in image quality and performance. It isn't just a version bump with the introduction of a new feature, namely Multi Frame Generation, but introduces updates to nearly all DLSS sub-features. DLSS from its very beginning relied on AI to reconstruct details in super resolution, and with DLSS 4, NVIDIA is introducing a new transformer-based AI model to succeed the convolutional neural networks previous used, for double the parameters, four times the compute performance, and significantly improved image quality. Ray Reconstruction, introduced with DLSS 3.5, gets a significant image quality update with the new transformer-based model.


To understand Multi Frame Generation, you need to understand how DLSS Frame Generation, introduced with GeForce Ada, works. An Optical Flow Accelerator component gives the DLSS algorithm data to generate an entire frame using a neural network, using information from a previous rendered frame, effectively doubling frame rate. In Multi Frame Generation, AI takes over the functions of optical flow, to predict up to three frames following a conventionally rendered frame, effectively drawing four frames form the rendering effort of one.


Now, assuming this rendered frame is a product of Super Resolution, with the maximum performance setting generating 4x the pixels from a single rendered pixel, you're looking at a possibility where the rendering effort of 1/4th a frame goes into drawing 4 frames, or 15 in every 16 pixels being generated entirely by DLSS. When generating so many frames, Frame Pacing becomes a problem—irregular frame intervals impact smoothness. DLSS 4 addresses these issues by using a dedicated hardware unit inside Blackwell, which takes care of flip metering, reducing frame display variability by 5-10x. The Display Engine of Blackwell contains the hardware for flip metering.

NVIDIA Reflex 2

The original NVIDIA Reflex brought about a significant improvement to the responsiveness of maxed out graphics in competitive online gameplay, by compacting the rendering queue with the goal of reducing the whole system latency by up to 50%. Reflex is mandatory in DLSS 3 Frame Generation, given the latency cost imposed by the technology. Multi-frame generation calls for an equally savvy piece of technology, so we hence have Reflex 2. NVIDIA claims to have achieved a 75% reduction in latency with Frame Warp, which updates the camera (viewport) positions based on user inputs in real-time, and then uses temporal information to reconstruct the frame to display.

Packaging