Real ChatGPT answer · index seedf364h3EoksccompleteTelecom and utilities · 5G and coveragebrand

How accurate are online mobile data speed test apps compared to actually downloading a large file on 5G?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How accurate are online mobile data speed test apps compared to actually downloading a large file on 5G?
1 real search · 1 real-search pass
mobile 5G speed test accuracy compared with real downloads multi connection server selection sustained throughput Ookla explanationGoogle ↗
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)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
mobile 5G speed test accuracy compared with real downloads multi connection server selection sustained throughput Ookla explanation Google ↗
  1. How does Speedtest measure my network speeds? · ooklaserver.org
  2. Assessing test results · ooklaserver.org

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
mobile 5G speed test accuracy compared with real downloads multi connection server selection sustained throughput Ookla explanation
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1