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Nvidia graphics research just made a 2-3x gain in performance, and this time it didn't use AI
AppWizard
April 22, 2026

Nvidia graphics research just made a 2-3x gain in performance, and this time it didn’t use AI

Nvidia has released a research paper that indicates potential graphics performance improvements of 2-3 times in certain scenarios, utilizing techniques like reciprocal neighbor selection and duplication maps, without heavily relying on artificial intelligence. The research focuses on path tracing, a rendering technique that is currently only feasible on advanced graphics cards. Nvidia's recent advancements include reservoir-based spatiotemporal importance resamplers (ReSTIRs), which could achieve up to a 65x performance improvement over existing methods. The new paper revisits this algorithm, offering an additional 2x-3x performance boost and enhancing image quality. The research suggests that path-traced modes in video games could experience significant performance enhancements, although it remains unclear if these improvements can be implemented via a simple driver update or if new hardware will be required.
silver Android smartphone
AppWizard
April 20, 2026

I tested 5 PC games on the ASUS Zenbook A16 with Qualcomm’s Snapdragon X2 Elite Extreme: Is Windows on ARM improving?

ASUS launched its Zenbook A16 on April 7, featuring Qualcomm's Snapdragon X2 Elite Extreme processor, marking a shift in the Windows on ARM ecosystem. The Snapdragon X2 Elite Extreme is a System-on-Chip (SoC) with a high-performance "Oryon" CPU and a "Hexagon" NPU for AI tasks, achieving up to 80 TOPS, along with an "Adreno" GPU for graphics. The laptop's gaming performance varies by title: 1. World of Warcraft: Midnight - Verdict: ✅ Perfect; maintained 60 FPS in demanding scenarios. 2. Cyberpunk 2077 - Verdict: 🟠 Playable; performance around 30–40 FPS on low settings, not ideal for casual gameplay. 3. Minecraft: Bedrock Edition - Verdict: ✅ Great; ran smoothly at 55–60 FPS without ray tracing. 4. Kingdom Come: Deliverance II - Verdict: ❓ TBD; lacks an ARM64 build, making it challenging to run. The findings highlight the need for native ARM64 game versions and the potential for growth in the Windows on ARM gaming sector.
The Death of the Console War: Why Project Helix is Both a PC and an Xbox
AppWizard
April 19, 2026

The Death of the Console War: Why Project Helix is Both a PC and an Xbox

Microsoft has announced Project Helix, a next-generation gaming initiative aimed at merging PC and console gaming into a unified ecosystem, set to launch in late 2027. The initiative features a hybrid gaming system that allows seamless play between Xbox and PC games. It is powered by a custom AMD System-on-Chip called Xbox Magnus, which includes next-generation ray tracing, generative AI technology, and Microsoft’s proprietary DLSS5 technology. Project Helix also introduces streamlined tools for developers to simplify game creation and porting, aiming to expand the Xbox game library. Key milestones include an official announcement in March 2026, a potential hardware reveal in mid-2026, and a consumer launch in late 2027. The initiative is led by Xbox executives Asha Sharma, Matt Booty, and Jason Ronald. Project Helix is positioned as a premium gaming device with a projected price of ,000, reflecting its advanced features and expansive game library.
How To Get A Better Framerate In Pragmata Without Sacrificing Too Much on Visual Quality
AppWizard
April 16, 2026

How To Get A Better Framerate In Pragmata Without Sacrificing Too Much on Visual Quality

Pragmata is developed by Capcom using the RE Engine, showcasing significant advancements in visual fidelity while maintaining gameplay reminiscent of the Xbox 360 era. The game performs well across various hardware platforms, including the Nintendo Switch 2, and most gaming PCs can handle it effectively. High-end machines, such as those with an RTX 5080, can maximize settings for an enhanced visual experience, but average gamers may need to adjust settings for optimal performance. The game features ray tracing technology, offering two options: a standard toggle for global illumination and reflections, and a path tracing mode that replaces traditional rasterized lighting. Lower ray tracing settings can sometimes produce noisy reflections, particularly in areas with shiny surfaces. Nvidia users can enhance visuals with the DLSS Ray Reconstruction setting, but it requires path tracing to be enabled. Recommended graphics settings for Pragmata suggest that players can enjoy high settings even with mid-range graphics cards. For example, an RTX 3060 Ti at 1080p can achieve around 97 fps with ray tracing on, but enabling path tracing can drop the frame rate to about 44 fps. Players are advised to start with the “Balanced” preset and make incremental adjustments to optimize performance and visual fidelity. Performance tests revealed that the RTX 3060 Ti at 1080p achieved 100 to 110 fps, while the AMD Radeon RX 9070 excelled at 1440p with 130 to 140 fps. The RTX 5080 delivered 100 to 110 fps at 4K, and the RTX 5090 reached 195 fps at minimum settings but dropped to 126 fps with the balanced preset. Enabling ray tracing at the Quality preset reduced the frame rate to 115 fps, and for path tracing, DLSS should be set to performance, as the RTX 5090 managed only 59 fps under maximum settings. Pragmata demonstrates scalability, accommodating both lower-end and high-performance hardware.
Pragmata PC performance tested: 18 GPUs take us to the Moon
AppWizard
April 16, 2026

Pragmata PC performance tested: 18 GPUs take us to the Moon

Capcom's new sci-fi shooter, Pragmata, features a narrative centered on Hugh, the last survivor of a lunar rescue mission, and Diana, an android with hacking abilities, as they navigate a 3D-printed lunar facility. The game has locked out Radeon support, which has raised concerns about business motivations over technical limitations, despite the Radeon RX 9000-series cards performing well. AMD users can access FSR 3 upscaling, with FSR 4 available for RX 9000-series cards, while older RX 7000- and RX 6000-series cards are limited to FSR 3. The game supports various rendering modes, including rasterization, ray tracing, and path tracing. At 1080p, ray tracing performs well on most hardware, but at 1440p and 4K, higher VRAM cards show better performance. Path tracing requires upscaling and frame generation for optimal playability, with DLSS Frame Generation providing significant benefits for Nvidia users. The RTX 3070 lacks DLSS frame generation support, necessitating FSR 3 for testing, which results in lower image quality compared to DLSS. Overall, Pragmata is designed to leverage advanced graphics technologies, particularly for GeForce RTX 40- and 50-series card owners, while also offering a solid experience for AMD users, albeit with some limitations.
Windows 11 vs CachyOS in gaming: Has Linux finally caught up to Windows?
Winsage
April 16, 2026

Windows 11 vs CachyOS in gaming: Has Linux finally caught up to Windows?

Serious gaming on Linux has become a reality, with modern games showing impressive performance. A performance comparison was conducted between Windows 11 (25H2 build) and CachyOS (March 2026 build), a Linux distribution optimized for gaming. The test system specifications included a Cooler Master GA27127-inch monitor, Intel Core i5 12400F CPU, 24GB DDR4 RAM, 512GB PCIe NVMe SSD, 1TB HDD, AMD Radeon RX 6700 XT GPU, and the respective operating systems with their drivers. In gaming performance benchmarks, CachyOS outperformed Windows 11 by an average of 8.6% across five tested games. Specific game performances included: - Dead Space Remake: 70 FPS (Windows 11) vs 76 FPS (CachyOS) - Resident Evil 4 Remake: 84 FPS (Windows 11) vs 95 FPS (CachyOS) - Scorn: 118 FPS (Windows 11) vs 120 FPS (CachyOS) - Silent Hill 2 Remake: 53 FPS (Windows 11) vs 54 FPS (CachyOS) - The Witcher 3: Wild Hunt Next-Gen: 95 FPS (Windows 11) vs 111 FPS (CachyOS) In ray tracing (RT) enabled games, performance varied: - Resident Evil 4 Remake: 77 FPS (Windows 11) vs 83 FPS (CachyOS) - Silent Hill 2 Remake: 30 FPS (Windows 11) vs 24 FPS (CachyOS) - The Witcher 3: 51 FPS (both systems) Most PC games are designed for Windows, while Linux games require the Proton compatibility layer, which can complicate performance. Multiplayer titles often face compatibility issues on Linux, particularly due to anti-cheat systems. Linux has matched or surpassed Windows 11 in single-player scenarios for users with AMD GPUs, while NVIDIA users face challenges due to proprietary drivers.
How to Profile Modern PC Games with NVIDIA Nsight Graphics
AppWizard
April 6, 2026

How to Profile Modern PC Games with NVIDIA Nsight Graphics

Performance analysis in PC gaming has become more complex with the introduction of DirectX 12 and Vulkan, incorporating technologies like asynchronous compute, hardware ray tracing, and machine learning-assisted denoising. Understanding GPU performance requires advanced tools to analyze workload distribution and shader behavior, with NVIDIA Nsight Graphics being a key resource. NVIDIA Nsight Graphics is a graphics debugger and profiler for modern graphics APIs, featuring the GPU Trace Profiler, which provides detailed insights into GPU execution and performance bottlenecks. Recent updates have improved its utility, including a Flame Graph for the Shader Profiler and support for NVIDIA's DLSS in D3D12 applications. The Peak-Performance-Percentage analysis method focuses on identifying GPU workload constraints and optimizing utilization rather than relying on assumptions about performance bottlenecks. This methodology is applied using Nsight Graphics to analyze GPU traces from the game Cyberpunk 2077, contrasting traditional rasterization with path tracing enhanced by DLSS Ray Reconstruction. The test setup included an Intel Core i7-14700K CPU, 32 GB RAM, and an NVIDIA GeForce RTX 4090 GPU, capturing two scenarios: one with raster-only settings and another with path tracing and DLSS. The analysis revealed that the rasterized frame's most costly aspect was lighting processing, while the path-traced frame showed increased total frame cost and a hybrid workload involving rasterization, ray traversal, and AI-driven processes. Key findings indicated that modern GPU performance is heavily influenced by memory behavior rather than just shader arithmetic, with significant time spent on compute-driven lighting processing and data movement. The analysis also highlighted that ray tracing performance is constrained by memory efficiency, indicating that performance does not scale linearly with RT-core throughput.
'DLSS fundamentally makes no sense' says Minecraft creator Notch, but actually it kinda does
AppWizard
April 3, 2026

‘DLSS fundamentally makes no sense’ says Minecraft creator Notch, but actually it kinda does

Markus Persson, known as Notch, criticized Nvidia's Deep Learning Super Sampling (DLSS) technology on social media, stating that it "fundamentally makes no sense" because it uses the same hardware to run a neural network for frame generation. Community responses clarified that DLSS utilizes specialized hardware, specifically Tensor Cores, optimized for machine learning tasks. Some commentators suggested a focus on raw raster performance instead of machine learning enhancements. Nvidia's vice president, Bryan Catanzaro, emphasized the need for smarter graphics rendering approaches, arguing that brute force methods are inefficient. Current testing of DLSS and Frame Generation is being conducted by an expert named Nick, who is analyzing the GPU's workload in rendering frames. While DLSS has supporters, it also faces criticism, particularly regarding its performance on lower-spec graphics cards.
Minecraft creator Notch says 'DLSS fundamentally makes no sense', but the X comments say 'um, actually'
AppWizard
April 3, 2026

Minecraft creator Notch says ‘DLSS fundamentally makes no sense’, but the X comments say ‘um, actually’

Markus Persson, known as Notch, criticized Nvidia's Deep Learning Super Sampling (DLSS) technology on social media, arguing that it is illogical to use the same hardware that struggles to run games at reasonable speeds to operate a neural network for generating additional frames. He compared DLSS to anti-aliasing, suggesting both technologies complicate the rendering process. Nvidia's vice president, Bryan Catanzaro, highlighted a shift in the industry towards artificial intelligence to improve graphics rendering, stating that traditional methods are no longer sufficient. He emphasized the need for smarter approaches to optimize resource use in graphics rendering. Nick, a tester, is evaluating DLSS and Frame Generation, illustrating the GPU's workload in rendering versus AI interpolation of frames.
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