HP ZBook 8 G1i Data Science Intel Core Ultra 9 285H Mobile workstation 40.6 cm (16") WUXGA 8 GB DDR5-SDRAM 1 TB SSD NVIDIA RTX 500 Ada Wi-Fi 7 (802.11be) Windows 11 Pro AI Workstation, AI PC Silver

Product Overview

AI-generated summary

At £2,529.89 ex-VAT, the HP ZBook 8 G1i is only a good deal if you’re actually going to use it like a workstation—i.e., real sustained compute (data prep, model training, heavier CAD/visualisation workloads, GPU-accelerated tasks) rather than “Excel plus the odd report.” The RTX Ada and the Core Ultra tier make sense for teams who need a reliable on-the-go box that won’t choke the moment workloads get serious, and Windows 11 Pro is handy for IT-managed rollouts. In practice, this is the kind of machine you buy when downtime is expensive and you want something engineered to keep working across longer sessions.

Where I’d be cautious: if your “data science” is mostly light experimentation, notebooks in small datasets, and occasional GPU use, you’ll probably get more value by dropping to a less premium workstation tier or even a desktop/workstation hybrid setup. Also, 8GB RAM would worry me for many modern data workflows—most teams end up living on more memory than they expect, especially with multiple containers, browser tabs, IDEs, and datasets loaded. In short: buy it if your workload justifies the GPU/compute spend and you expect long, sustained sessions. Don’t buy it if you’re mainly after portability for lighter work and want the best performance-per-pound.