Shanghai → Germany · End of July 2026 · Economy Class · 1 Adult
Last updated: 16 Mar 2026 14:49 UTC · ← vaitl.ai · JSON
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| Airport | Avg Price | Score | Stuttgart Penalty | Rec. |
|---|---|---|---|---|
| Stuttgart | No data | |||
| Frankfurt | No data | |||
| Munich | No data | |||
Stuttgart penalty = additional ground transport time from FRA/MUC.
Data sources: Amadeus Flight Offers API → Kiwi/Tequila API → Synthetic demo data (fallback for development). Real booking data requires live API credentials.
Scoring: Price 55% · Duration 20% · Stops 10% · Destination 10% · Carrier Quality 5%
Stuttgart penalty: FRA +2h · MUC +2.5h effective travel burden added to itinerary duration for Stuttgart-oriented scoring.
Update schedule: Daily at 09:00 CST via automated cron job.
Routes: PVG/SHA → STR/FRA/MUC · Outbound Jul 20–31 · Return Aug 10–24 2026