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Between Hopper and Google Flights, which app is currently better at predicting when I should book my holiday flight home to save the most cash?

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Between Hopper and Google Flights, which app is currently better at predicting when I should book my holiday flight home to save the most cash?
2 real searches · 1 real-search pass
Hopper vs Google Flights price prediction accuracy 2026 book flights price tracking comparisonGoogle ↗
OBSERVED
Google Flights price guarantee price insights booking recommendations 2026 Hopper price prediction how it works accuracyGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
Hopper vs Google Flights price prediction accuracy 2026 book flights price tracking comparison Google ↗
Google Flights price guarantee price insights booking recommendations 2026 Hopper price prediction how it works accuracy Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Hopper vs Google Flights price prediction accuracy 2026 book flights price tracking comparison
OBSERVED
Google ↗
AI Mode ↗
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of 1
Google Flights price guarantee price insights booking recommendations 2026 Hopper price prediction how it works accuracy
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1