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… NVENC is still the standard for hardware encoding, and even with AMD's solution, AMF, improving with RDNA 4 GPUs, it still lags a bit behind NVENC in terms of quality at equivalent bitrates. When it comes to productivity using CUDA, Nvidia have this sector fully locked down. …
… It's the card that made Nvidia go from a regular GPU-making company to an honest-to-goodness luxury compute empire, after all. Related 12 years ago, I left AMD for NVIDIA, and AMD has never given me a reason to come back NVIDIA's ecosystem became about much more than silicon, years ago. …
… A lifelong tech enthusiast who has built three gaming and productivity powerhouse PCs since 2018, his passion for technology keeps him closely following the semiconductor industry, from NVIDIA and AMD to ARM. …
… Every major tool still prioritizes CUDA architecture and is tested on Nvidia hardware first. AMD, as is characteristic of it, arrives late to the market, and by the time it reaches parity, it finds newer feature sets to integrate or optimize for. …
… That said, given similar development devices like AMD's Ryzen AI Halo PC and Nvidia's DGX Spark Mini PC cost roughly $4,000, you can expect the Surface RTX Spark Dev Box to be pricey. …
… There were whispers of AMD finally competing with Nvidia in the high-end segment. Even if that future never quite panned out, we got a few years of excellent GPUs from both Nvidia and AMD. …
… They pack a 20-core Grace Arm CPU, a Blackwell GPU with 6,144 CUDA cores, up to 128GB of unified memory, and Nvidia's full RTX and CUDA stack, all on an Arm platform running native Windows. …
… Related 3 things AMD GPUs do better that Nvidia fans don’t talk about AMD isn't as far behind as Nvidia fans make it seem The legacy bias against AMD's drivers and thermals continues to hurt it Reputation has a habit of lingering There was a time, specifically during the Vega and the RX 5000 era, w… …
… But if you want the easy path, where Ollama detects your GPU and you're running models in five minutes, Nvidia's CUDA ecosystem is still the only one that truly delivers that. From my experience with the 7900 XTX , AMD's ROCm is actually pretty close behind Nvidia from a plug-and-play perspective. …
… I've got an Nvidia RTX 5090 and an AMD Ryzen 7 9800X3D, and it handles every game that I throw at it without breaking a sweat. …