US vendors serve the majority of primary company websites in the UK (67.5%) and the Netherlands (53.6%), and a plurality in Italy, Spain, and France (44% to 49%). Cloudflare is the largest internet-facing infrastructure vendor in Europe.

Qwen3.5-9B achieves a score of 93.8%, closely trailing GPT-5.4, while operating entirely on a MacBook Pro M5 at 25 tok/s and 765ms TTFT, using 13.8 GB of unified memory. The benchmark evaluates 96 tests across 15 suites focusing on tool use, security classification, and event deduplication, with zero API costs and full data privacy.