Macau Imports
Macau · Monthly series · EC-MO-IMP
Latest, July 2026
1.42B MOP
-5.0% from June 2026
Forecast
Forecast for July 2027: 1.44B MOP, with an 80% interval of 1.13B MOP to 1.81B MOP.
| Period | Forecast | 80% low | 80% high |
|---|---|---|---|
| August 2026 | 1.46B MOP | 1.36B MOP | 1.56B MOP |
| September 2026 | 1.52B MOP | 1.18B MOP | 1.91B MOP |
| October 2026 | 1.56B MOP | 1.28B MOP | 1.86B MOP |
| November 2026 | 1.62B MOP | 1.28B MOP | 2.01B MOP |
| December 2026 | 1.62B MOP | 1.17B MOP | 2.14B MOP |
| January 2027 | 1.63B MOP | 1.35B MOP | 1.95B MOP |
| February 2027 | 1.39B MOP | 856.72M MOP | 1.94B MOP |
| March 2027 | 1.56B MOP | 1.05B MOP | 2.16B MOP |
| April 2027 | 1.53B MOP | 1.22B MOP | 1.90B MOP |
| May 2027 | 1.50B MOP | 1.11B MOP | 1.96B MOP |
| June 2027 | 1.44B MOP | 886.02M MOP | 2.09B MOP |
| July 2027 | 1.44B MOP | 1.13B MOP | 1.81B MOP |
AI confidence
Supported evidenceThe point forecast beat the no-change baseline overall and in a majority of the evaluated tests.
Model: Agentic Investor TSFM (foundation model)
- Accuracy vs naive
- +26%Beats the no-change baseline over 12 tests (12 tests, 11 won)
- Direction
- 74%No clear edge over a coin flip (106 of 144 calls right in 12 tests)
- Turning points
- 47 of 71Anticipated most turns (71 turns in 12 tests, 0 without a turn)
- Error vs baseline
- 26% lowerError ratio 0.74; 1.00 is a tie.
- Tests won
- 11 / 12Complete rolling backtests; ties count as no win.
- Test period
- 2014-08-01 to 2026-07-0112 observations ahead per test.
- 80% band coverage
- 78%Observed outcomes inside the band across all stored test windows.
- Band coverage uses all stored test windows, including model-selection windows when present; it does not determine the confidence label.
- Evaluated 2026-11-15 against the cached history through 2026-07-01.
- This is an evaluation of the serving model; it does not establish a winner across four model classes.
How this assessment is made
AI confidence describes historical evidence for this forecast, not a probability of being correct. Each backtest fits on data available before its test window. The baseline carries the last value forward. Supported evidence requires at least six complete, non-overlapping tests, an error ratio below 0.90 (rounded to two decimals), and wins in a majority of tests. Ratios from 0.90 to below 1.10 are on par; 1.10 or above is weak evidence. Inconsistent wins produce mixed evidence. For a selected model, only the recent tests excluded from model selection determine this label. These are historical simulations using the available data, not a live trading track record; revisions and foundation-model pretraining can limit how closely they reproduce a past decision. Past performance can change.
Model comparison
Comparison pendingA new ticker first receives its serving model's forecast and evaluation. An eligible nightly batch can compare both candidates, subject to call budgets and retry limits.
Reading
It is above 67% of the 119 earlier readings since August 2016.
Recent history (24 observations)
| Period | Value |
|---|---|
| July 2026 | 1.42B MOP |
| June 2026 | 1.50B MOP |
| May 2026 | 1.47B MOP |
| April 2026 | 1.59B MOP |
| March 2026 | 1.60B MOP |
| February 2026 | 1.43B MOP |
| January 2026 | 1.64B MOP |
| December 2025 | 1.47B MOP |
| November 2025 | 1.40B MOP |
| October 2025 | 1.40B MOP |
| September 2025 | 1.40B MOP |
| August 2025 | 1.21B MOP |
| July 2025 | 1.22B MOP |
| June 2025 | 1.17B MOP |
| May 2025 | 1.23B MOP |
| April 2025 | 1.29B MOP |
| March 2025 | 1.30B MOP |
| February 2025 | 1.10B MOP |
| January 2025 | 1.32B MOP |
| December 2024 | 1.39B MOP |
| November 2024 | 1.42B MOP |
| October 2024 | 1.39B MOP |
| September 2024 | 1.29B MOP |
| August 2024 | 1.27B MOP |
Source
Data: public market data feeds.
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