Is AMD Ryzen better than Intel for keeping laptop prices low while still delivering solid performance for heavy multitasking
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is AMD Ryzen better than Intel for keeping laptop prices low while still delivering solid performance for heavy multitasking
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 1 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 AMD Ryzen vs Intel laptop CPU performance efficiency multitasking pricing OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
AMD Ryzen vs Intel laptop processors 2026 multitasking value Ryzen 7 Intel Core Ultra benchmarks OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |