Forecast
Forward projections from the prediction engine — baseline plus an optimistic/pessimistic band and a confidence interval, per macro indicator. These are PROJECTIONS, not observations: generated from observed history, never a guarantee. A country we hold no projections for is shown honestly.
Forecast
Need it as JSON? GET /api/v1/forecast/country/{iso3}.
Oman: forward projections across 12 macro indicators, horizons 2025, 2026, 2027, 2028, 2029, 2030, 2031, 2034, 2035, 2036. These are projections, not observations — each carries an optimistic/pessimistic band and a confidence interval, anchored against the latest observed value where one is held.
Latest observed
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 9.89 | 24 | -4.23 | 6.85 – 12.93 |
| 2029 | 14.66 | 30 | -9.79 | 8.97 – 20.35 |
| 2031 | 19.43 | 30 | -12.13 | 11.44 – 27.43 |
| 2036 | 30 | 30 | -14.64 | 16.09 – 30 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed66.07(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 68.99 | 78.13 | 61.06 | 66.58 – 71.4 |
| 2027 | 74.82 | 90.66 | 61.09 | 68.96 – 80.67 |
| 2029 | 80.65 | 101.1 | 62.92 | 71.27 – 90.02 |
| 2034 | 95.22 | 124.15 | 70.15 | 75.47 – 114.97 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed107.1bn(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 120bn | 142.5bn | 100.5bn | 115.4bn – 124.6bn |
| 2029 | 127.8bn | 166.7bn | 94bn | 117bn – 138.5bn |
| 2031 | 135.5bn | 185.8bn | 91.9bn | 118.7bn – 152.3bn |
| 2036 | 154.9bn | 226bn | 93.3bn | 121.6bn – 188.1bn |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed1.63(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 3.94 | 12 | -3.07 | 2.53 – 5.35 |
| 2029 | 4.83 | 12 | -7.3 | 2.27 – 7.4 |
| 2031 | 5.73 | 12 | -9.93 | 2.26 – 9.2 |
| 2036 | 7.98 | 12 | -10 | 2.44 – 12 |
Method: weighted_composite; lookback 6y; horizon 1y; confidence 80%
Latest observed20.3k(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 21.8k | 26.5k | 17.8k | 20.9k – 22.7k |
| 2029 | 22.3k | 30.4k | 15.3k | 20.3k – 24.4k |
| 2031 | 22.9k | 33.3k | 13.8k | 19.8k – 25.9k |
| 2036 | 24.1k | 38.9k | 11.4k | 18.5k – 29.8k |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed32.7(2026)· IMF DataMapper API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 30.73 | 47.77 | 11.07 | 27.61 – 33.84 |
| 2029 | 26.78 | 56.29 | 0 | 20.95 – 32.61 |
| 2031 | 22.83 | 60.94 | 0 | 15.14 – 30.52 |
| 2036 | 12.97 | 66.85 | 0 | 2.6 – 23.33 |
Method: linear_trend; lookback 10y; horizon 1y; confidence 80%
Latest observed48.78(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 49.78 | 57.43 | 42.13 | 47.81 – 51.75 |
| 2027 | 51.79 | 65.03 | 38.54 | 47.27 – 56.3 |
| 2029 | 53.79 | 70.89 | 36.69 | 46.87 – 60.71 |
| 2034 | 58.8 | 82.99 | 34.61 | 45.69 – 71.91 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed0.59(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 1.96 | 3.75 | 0.05 | 1.54 – 2.39 |
| 2029 | 2.94 | 6.04 | -0.38 | 2.12 – 3.77 |
| 2031 | 3.92 | 7.92 | -0.36 | 2.72 – 5.12 |
| 2036 | 6.37 | 12.03 | 0.31 | 4.1 – 8.65 |
Method: exponential_smoothing; lookback 6y; horizon 1y; confidence 80%
Latest observed25.54(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 24.98 | 30.56 | 20.14 | 23.78 – 26.17 |
| 2027 | 23.53 | 33.2 | 15.14 | 21.02 – 26.04 |
| 2029 | 22.08 | 34.57 | 11.25 | 18.53 – 25.63 |
| 2034 | 18.45 | 36.12 | 3.15 | 12.98 – 23.93 |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed5.3m(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 5.4m | 5.6m | 5.1m | 5.2m – 5.5m |
| 2029 | 5.5m | 5.9m | 5.1m | 5.1m – 5.9m |
| 2031 | 5.6m | 6.2m | 5.1m | 5m – 6.3m |
| 2036 | 5.9m | 6.7m | 5.2m | 4.7m – 7.1m |
Method: exponential_smoothing; lookback 10y; horizon 1y; confidence 80%
Latest observed-3.42(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | -5.26 | 3.95 | -10 | -6.5 – -4.03 |
| 2027 | -9.47 | 6.49 | -10 | -10 – -7.02 |
| 2029 | -10 | 10.61 | -10 | -10 – -6.62 |
| 2034 | -10 | 15 | -10 | -10 – -4.76 |
Method: weighted_composite; lookback 7y; horizon 1y; confidence 80%
Latest observed3.25(2025)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2026 | 3.4 | 4.93 | 1.88 | 3.12 – 3.69 |
| 2028 | 3.71 | 6.36 | 1.06 | 3.13 – 4.29 |
| 2030 | 4.01 | 7.43 | 0.6 | 3.17 – 4.86 |
| 2035 | 4.78 | 9.61 | 0 | 3.27 – 6.28 |
Method: linear_trend; lookback 6y; horizon 1y; confidence 80%
Generated by the prediction engine (model prediction-engine-v1) on 2026-06-22 from observed history. Projections, not observations — never a guarantee of future values.
Machine-readable: GET /api/v1/forecast/country/OMN · Country page → · Full brief → · API docs
