Fly-in + transfer
best use: arrivalrisk: major hub <120km; 3 airports <150km
open data
Raceplz features
Derived signals — each blends several inputs. Confidence reflects coverage, never invented precision.
42 Buzz · med
56 Weekend comfort · med
10 Logistics difficulty
What changed
Planning alerts when a signal moved between recomputes.
proximity increased since the last update.
ticket scarcity eased since the last update.
Signal breakdown
Every signal we track for this weekend — with source, date and confidence. Coverage 80% of our signals; missing data lowers confidence, never invents precision.
Proximity / access ×0.15 90
owned
Ticket scarcity ×0.15 20
owned · owned demand proxy; no official availability feed (F1 ToS prohibits scraping)
On-site cost pressure ×0.1 51
owned · external coverage partial; some dimensions derived
Historic crowd ×0.15 52
open data · estimated, single source
Social / news signal ×0.15 64
owned · direct-source attention exists, but no Race Brief cleared the public agreement gate
Weather drama ×0.1 58
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.
100
Rail
best use: avoid trafficrisk: nearest rail 3.1km: KLIA Terminal 1 (Satellite Building)
open data · OSM: 4 rail node(s) within 30km (overpass)
Bus / coach
best use: race dayrisk: nearest bus 6.1km: Terminal Bas KLIA T2 (Door 2 Level 1)
open data · OSM: 1 bus node(s) within 30km (overpass)
74–87°F rain · high
history 6-yr ERA5 history — not a live forecast drama 60
inter likelywet likely
outside forecast horizon; 6-year ERA5 history, live forecast within race week
Wide on sale
Tickets widely available; lower demand historically. This is a Raceplz demand proxy, not official live availability.
Official channelschecked www.formula1.com (2026-10-20, HTTP 200); no clear availability parsed — owned demand proxy shown
On-site cost
Weekend cost on the ground — lodging, local transport, food, camping/value, ticket pressure. Not flights.
Cost index 51 · Mid pressure
Lodging pressure 50
Local transport pressure 52
Food drink pressure 60
Camping value score 65
Ticket pressure 57
Permanent circuit; inputs: OSM hotel density (9/5km, lodging), derived local transport; peak-month premium 8.
some dimensions derived; external coverage partial