Forecast accuracy,
published openly.
Most revenue-management vendors keep backtest accuracy confidential. We don't. The methodology below is fixed and disclosed — we will not retroactively tune it to make the number look better.
The forecast accuracy numbers below are measured against a high-fidelity simulation bench, not against live customer data. This is published precisely so a prospective customer can audit our discipline before betting on the system. Once design partners sign and operate the platform for 90 days, this page will add a second column: backtest MAPE against their actual reservations.
Methodology
Fixed and disclosed. We will not retro-fit any of these to make the published number look better. When the methodology version changes, the methodology version string updates on the public API response and the change is logged here.
Market calibration coverage
76 markets fully calibrated; 0 additional markets in the Q3 2026 expansion wave. Each market is seeded with the demand events most relevant to that local sub-market — not generic US averages.
| Market | State | Status |
|---|---|---|
| San Francisco Bay Area | CA | Calibrated |
| Los Angeles | CA | Calibrated |
| Las Vegas | NV | Calibrated |
| Phoenix-Scottsdale | AZ | Calibrated |
| Seattle | WA | Calibrated |
| Hawaii (Oahu) | HI | Calibrated |
| Dallas-Fort Worth | TX | Calibrated |
| Chicago | IL | Calibrated |
| Atlanta | GA | Calibrated |
| Nashville | TN | Calibrated |
| Miami | FL | Calibrated |
| Orlando | FL | Calibrated |
| New Orleans | LA | Calibrated |
| Washington DC | DC | Calibrated |
| New York City | NY | Calibrated |
| Boston | MA | Calibrated |
| San Diego | CA | Calibrated |
| Salt Lake City | UT | Calibrated |
| Denver | CO | Calibrated |
| Houston | TX | Calibrated |
| Austin | TX | Calibrated |
| Charlotte | NC | Calibrated |
| Tampa | FL | Calibrated |
| Philadelphia | PA | Calibrated |
| Dubai | UAE | Calibrated |
| Bali | Indonesia | Calibrated |
| Paris | France | Calibrated |
| Singapore | Singapore | Calibrated |
| London | United Kingdom | Calibrated |
| Tokyo | Japan | Calibrated |
| Toronto | Ontario | Calibrated |
| Riyadh | Saudi Arabia | Calibrated |
| Sydney | Australia | Calibrated |
| Bangkok | Thailand | Calibrated |
| Hong Kong | Hong Kong | Calibrated |
| Barcelona | Spain | Calibrated |
| Rome | Italy | Calibrated |
| Amsterdam | Netherlands | Calibrated |
| Seoul | South Korea | Calibrated |
| Mexico City | Mexico | Calibrated |
| Rio de Janeiro | Brazil | Calibrated |
| Lima | Peru | Calibrated |
| Bogota | Colombia | Calibrated |
| Buenos Aires | Argentina | Calibrated |
| Cancun | Mexico | Calibrated |
| Johannesburg | South Africa | Calibrated |
| Cape Town | South Africa | Calibrated |
| Cairo | Egypt | Calibrated |
| Marrakech | Morocco | Calibrated |
| Nairobi | Kenya | Calibrated |
| Mumbai | India | Calibrated |
| Shanghai | China | Calibrated |
| Maldives | Maldives | Calibrated |
| Doha | Qatar | Calibrated |
| Istanbul | Turkiye | Calibrated |
| Lisbon | Portugal | Calibrated |
| Kuala Lumpur | Malaysia | Calibrated |
| Osaka | Japan | Calibrated |
| Vancouver | Canada | Calibrated |
| Macau | Macau | Calibrated |
| Beijing | China | Calibrated |
| Shenzhen | China | Calibrated |
| Abu Dhabi | UAE | Calibrated |
| Berlin | Germany | Calibrated |
| Madrid | Spain | Calibrated |
| New Delhi | India | Calibrated |
| Jakarta | Indonesia | Calibrated |
| Sao Paulo | Brazil | Calibrated |
| Melbourne | Australia | Calibrated |
| Punta Cana | Dominican Republic | Calibrated |
| Nassau | Bahamas | Calibrated |
| Montego Bay | Jamaica | Calibrated |
| Aruba | Aruba | Calibrated |
| Providenciales | Turks & Caicos | Calibrated |
| Bora Bora | French Polynesia | Calibrated |
| Kathmandu | Nepal | Calibrated |