How Accurate Are Our Disney Adventure World Predictions?
We believe in transparency. Here's how our wait time predictions compare to actual posted times, updated daily.
Accuracy by Park
Accuracy Trend (Last 58 Days)
Per-Ride Accuracy
Rides ranked by prediction accuracy. Higher is better.
| Ride | Park | Accuracy | Avg Error | Samples |
|---|---|---|---|---|
| Toy Soldiers Parachute Drop | Disney Adventure World | 100% | 4 min | 45 |
| RC Racer | Disney Adventure World | 100% | 4 min | 50 |
| Les Tapis Volants - Flying Carpets Over Agrabah® | Disney Adventure World | 100% | 2 min | 50 |
| Cars Quatre Roues Rallye | Disney Adventure World | 100% | 2 min | 50 |
| Raiponce Tangled Spin | Disney Adventure World | 100% | 2 min | 58 |
| Cars ROAD TRIP | Disney Adventure World | 98% | 3 min | 50 |
| Slinky® Dog Zigzag Spin | Disney Adventure World | 96% | 3 min | 57 |
| Spider-Man W.E.B. Adventure | Disney Adventure World | 82% | 9 min | 56 |
| Avengers Assemble: Flight Force | Disney Adventure World | 82% | 6 min | 55 |
| Frozen Ever After | Disney Adventure World | 79% | 10 min | 57 |
| Ratatouille : L’Aventure Totalement Toquée de Rémy | Disney Adventure World | 64% | 11 min | 58 |
| Crush's Coaster | Disney Adventure World | 55% | 12 min | 20 |
| The Twilight Zone Tower of Terror | Disney Adventure World | 47% | 13 min | 58 |
Our Methodology
Our prediction engine uses a 3-layer weighted model trained on real wait time data collected every 5 minutes from all Disneyland Paris theme parks.
Layer 1 — Day-of-Week Averages: Recency-weighted averages from the same day of week over the past 60 days. Recent data is weighted more heavily using exponential decay.
Layer 2 — Momentum: A 7-day vs 30-day trailing trend multiplier that detects whether crowds are rising or falling.
Layer 3 — Seasonal Calendar: Overlays for Spring Break, summer, holidays, and special events that historically affect crowd levels.
Accuracy is measured as the percentage of individual ride predictions that fall within 10 minutes of the actual posted wait time, calculated at end of day.