Real ChatGPT answer · index seedwauqxOsZ5zscompleteConsumer electronics · gaming consoles and PCscomparison

Weighing custom loop liquid cooling against a massive dual-tower air cooler like the Noctua NH-D15 for a heavily overclocked Ryzen 9 setup in a compact mid-tower case.

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Weighing custom loop liquid cooling against a massive dual-tower air cooler like the Noctua NH-D15 for a heavily overclocked Ryzen 9 setup in a compact mid-tower case.
3 real searches · 1 real-search pass
Ryzen 9 9950X review power consumption NH-D15 cooling temperature overclocking custom loop radiator thermal performanceGoogle ↗
OBSERVEDReason
Noctua NH-D15 G2 official specifications clearance height RAM compatibilityGoogle ↗
OBSERVEDOther / navigational
AMD Ryzen 9 9950X official max operating temperature TDP specificationsGoogle ↗
OBSERVEDReason

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 (3)
Short factOther / navigational33%ComparisonConsequenceReason67%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Ryzen 9 9950X review power consumption NH-D15 cooling temperature overclocking custom loop radiator thermal performance Google ↗
Noctua NH-D15 G2 official specifications clearance height RAM compatibility Google ↗
AMD Ryzen 9 9950X official max operating temperature TDP specifications Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Ryzen 9 9950X review power consumption NH-D15 cooling temperature overclocking custom loop radiator thermal performance
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Noctua NH-D15 G2 official specifications clearance height RAM compatibility
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
AMD Ryzen 9 9950X official max operating temperature TDP specifications
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1