{"slug": "how-we-test-ai-pcs-benchmarking-local-ai-as-it-moves-from-the-data-center-to", "title": "How We Test AI PCs: Benchmarking Local AI as It Moves From the Data Center to Your Desk", "summary": "PCMag has published a new testing methodology for AI PCs, covering Nvidia RTX Spark laptops, DGX Spark desktops, and other AI-ready systems ranging from everyday laptops with NPUs to development boxes. The methodology arrives roughly two years after the first \"Copilot+ PCs\" shipped with early neural processing units (NPUs), as local AI workloads move from the data center to the desktop.", "body_md": "Take a look inside our new testing methodology for Nvidia RTX Spark laptops, DGX Spark desktops, and other AI-ready systems, from everyday laptops with NPUs to robust dev boxes.\n\nWhen the first so-called \"AI PCs\" launched a couple of years ago, they were mostly mainstream laptops whose processors were outfitted with the early instances of neural processing units (NPUs). Branded as \"Copilot+ PCs,\" they offered …", "url": "https://wpnews.pro/news/how-we-test-ai-pcs-benchmarking-local-ai-as-it-moves-from-the-data-center-to", "canonical_source": "https://au.pcmag.com/ai/120750/how-we-test-ai-pcs-benchmarking-local-ai-as-it-moves-from-the-data-center-to-your-desk", "published_at": "2026-11-04 12:30:00+00:00", "updated_at": "2026-11-04 12:50:08.895077+00:00", "lang": "en", "topics": ["ai-infrastructure", "ai-chips", "ai-tools"], "entities": ["PCMag", "Nvidia", "RTX Spark", "DGX Spark", "Copilot+ PCs"], "also_reported_by": [], "alternates": {"html": "https://wpnews.pro/news/how-we-test-ai-pcs-benchmarking-local-ai-as-it-moves-from-the-data-center-to", "markdown": "https://wpnews.pro/news/how-we-test-ai-pcs-benchmarking-local-ai-as-it-moves-from-the-data-center-to.md", "text": "https://wpnews.pro/news/how-we-test-ai-pcs-benchmarking-local-ai-as-it-moves-from-the-data-center-to.txt", "jsonld": "https://wpnews.pro/news/how-we-test-ai-pcs-benchmarking-local-ai-as-it-moves-from-the-data-center-to.jsonld"}}