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}.
Saudi Arabia: 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 | -2.27 | 10.64 | -15.18 | -4.94 – 0.4 |
| 2029 | -3.61 | 18.75 | -25.96 | -8.34 – 1.13 |
| 2031 | -4.95 | 23.91 | -30 | -11.23 – 1.34 |
| 2036 | -8.29 | 30 | -30 | -17.95 – 1.37 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed29.11(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 28.72 | 39.92 | 19.02 | 26.67 – 30.78 |
| 2027 | 27.95 | 47.35 | 11.15 | 23.84 – 32.07 |
| 2029 | 27.18 | 52.22 | 5.49 | 21.43 – 32.94 |
| 2034 | 25.26 | 60.66 | 0 | 16.16 – 34.36 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed1.2T(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 1.4T | 1.7T | 1.2T | 1.4T – 1.5T |
| 2029 | 1.6T | 2T | 1.2T | 1.4T – 1.7T |
| 2031 | 1.7T | 2.3T | 1.2T | 1.5T – 1.9T |
| 2036 | 2T | 2.8T | 1.3T | 1.6T – 2.4T |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed2(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 3.12 | 12 | -7.47 | 1.04 – 5.21 |
| 2029 | 2.98 | 12 | -10 | -0.69 – 6.65 |
| 2031 | 2.84 | 12 | -10 | -1.95 – 7.62 |
| 2036 | 2.47 | 12 | -10 | -4.36 – 9.31 |
Method: weighted_composite; lookback 6y; horizon 1y; confidence 80%
Latest observed35.1k(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 38.5k | 47.5k | 30.6k | 36.8k – 40.2k |
| 2029 | 40.3k | 56k | 26.7k | 36.5k – 44.1k |
| 2031 | 42.1k | 62.4k | 24.5k | 36.3k – 47.9k |
| 2036 | 46.7k | 75.4k | 21.8k | 35.8k – 57.5k |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed32.1(2026)· IMF DataMapper API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 33.64 | 41.13 | 24.99 | 31.95 – 35.33 |
| 2029 | 36.71 | 49.7 | 21.74 | 32.96 – 40.47 |
| 2031 | 39.79 | 56.55 | 20.45 | 34.03 – 45.55 |
| 2036 | 47.48 | 71.18 | 20.13 | 36.24 – 58.73 |
Method: linear_trend; lookback 10y; horizon 1y; confidence 80%
Latest observed25.57(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 25.3 | 29.45 | 21.14 | 24.26 – 26.34 |
| 2027 | 24.75 | 31.95 | 17.56 | 22.46 – 27.04 |
| 2029 | 24.21 | 33.5 | 14.92 | 20.85 – 27.57 |
| 2034 | 22.85 | 35.98 | 9.71 | 17.18 – 28.51 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed1.69(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 2.41 | 3.25 | 1.52 | 2.19 – 2.64 |
| 2029 | 2.83 | 4.28 | 1.28 | 2.37 – 3.29 |
| 2031 | 3.25 | 5.12 | 1.25 | 2.58 – 3.93 |
| 2036 | 4.3 | 6.95 | 1.47 | 3.03 – 5.58 |
Method: exponential_smoothing; lookback 6y; horizon 1y; confidence 80%
Latest observed28.63(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 29.76 | 33.68 | 26.36 | 28.72 – 30.8 |
| 2027 | 32.56 | 39.35 | 26.68 | 30.03 – 35.1 |
| 2029 | 35.37 | 44.13 | 27.77 | 31.29 – 39.45 |
| 2034 | 42.38 | 54.78 | 31.64 | 33.59 – 51.17 |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed35.3m(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 36.4m | 38.2m | 34.8m | 35.3m – 37.6m |
| 2029 | 37.2m | 40.2m | 34.4m | 34.5m – 40m |
| 2031 | 38m | 41.9m | 34.4m | 33.7m – 42.3m |
| 2036 | 40m | 45.5m | 34.9m | 31.7m – 48.3m |
Method: exponential_smoothing; lookback 10y; horizon 1y; confidence 80%
Latest observed-3.27(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | -5.77 | 14.54 | -10 | -8.4 – -3.14 |
| 2027 | -10 | 15 | -10 | -10 – -5.12 |
| 2029 | -10 | 15 | -10 | -10 – -3.52 |
| 2034 | -10 | 15 | -10 | -10 – -0.37 |
Method: weighted_composite; lookback 7y; horizon 1y; confidence 80%
Latest observed3.04(2025)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2026 | 2.07 | 2.87 | 1.26 | 1.91 – 2.22 |
| 2028 | 0.12 | 1.52 | 0 | 0 – 0.38 |
| 2030 | 0 | 1.8 | 0 | 0 – 0.36 |
| 2035 | 0 | 2.54 | 0 | 0 – 0.55 |
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/SAU · Country page → · Full brief → · API docs
