I am trying to choose between an Intel or an AMD laptop for remote work software development which brand handles heavy compilation better right now?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I am trying to choose between an Intel or an AMD laptop for remote work software development which brand handles heavy compilation better right now?
1 real search · 1 real-search pass
2026 laptop Intel vs AMD mobile CPU compilation benchmarks Ryzen AI 9 HX 2026 Core Ultra heavy compilation performanceGoogle ↗
OBSERVEDComparison
Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.
Query classes
Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.
ChatGPT real searches (1)
Classes come from the query-classifier (a local Laya model).
Searches and sources
ChatGPT1 real searches · gpt-6
2026 laptop Intel vs AMD mobile CPU compilation benchmarks Ryzen AI 9 HX 2026 Core Ultra heavy compilation performance Google ↗
- PassMark CPU Benchmarks - Multithreaded - Laptop · cpubenchmark.net
- AMD Ryzen AI 9 HX 470 vs. Intel Core Ultra 9 386H (and Ryzen AI 7 450, Ryzen AI 9 HX 370) · ultrabookreview.com