Fly-in + transfer
best use: arrivalrisk: nearest airport 10km; 3 airports <150km
open data
Raceplz features
Derived signals — each blends several inputs. Confidence reflects coverage, never invented precision.
43 Demand heat · med
34 Weekend comfort · low
28 Logistics difficulty
What changed
Planning alerts when a signal moved between recomputes.
onsite cost eased since the last update.
ticket scarcity eased since the last update.
weather drama increased since the last update.
Heat breakdown
Race heat = sum of weighted signals. Coverage 80% — missing data lowers confidence, never invents precision.
Proximity / access ×0.15 72
owned
Ticket scarcity ×0.15 38
owned · owned demand proxy; no capacity/attendance ratio (not in Wikipedia infobox); no official availability feed (F1 ToS prohibits scraping)
On-site cost pressure ×0.1 64
owned
Historic crowd ×0.15 100
open data · estimated, single source
Social / news signal ×0.15 5
open data · no recent volume
Weather drama ×0.1 61
open data
Top transport modes
Each mode is a data object — score, best use, risk, confidence. Fly-in is airport-derived; ground modes are owned-curated.
95
Metro
best use: race dayrisk: post-race crush
owned · owned transit model, routing pipeline pending
Walking
best use: between sessionsrisk: nearest airport 10km
owned · owned transit model, routing pipeline pending
Rideshare
best use: late nightrisk: surge pricing
owned · owned transit model, routing pipeline pending
25–30°C rain · high
history 5-yr ERA5 history — not a live forecast drama 61
inter likelywet likely
outside forecast horizon; 5-year ERA5 history, live forecast within race week
Available on sale
Tickets available; typical demand for this event. This is a Raceplz demand proxy, not official live availability.
Official channelsowned demand proxy; no capacity/attendance ratio (not in Wikipedia infobox); no official availability feed (F1 ToS prohibits scraping)
On-site cost
Weekend cost on the ground — lodging, local transport, food, camping/value, ticket pressure. Not flights.
Cost index 64 · Mid pressure
Lodging pressure 84
Local transport pressure 33
Food drink pressure 66
Camping value score 30
Ticket pressure 55
Street circuit in Singapore; world bank price-level ratio 0.766 (2025); peak-month premium 8.
owned model; price level from World Bank, premium derived