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}.
Kuwait: forward projections across 12 macro indicators, horizons 2024, 2025, 2026, 2027, 2028, 2029, 2030, 2031, 2033, 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 | 28.33 | 30 | 9.94 | 24.12 – 30 |
| 2029 | 30 | 30 | -1.85 | 22.06 – 30 |
| 2031 | 30 | 30 | -11.11 | 19.21 – 30 |
| 2036 | 30 | 30 | -28.14 | 13.33 – 30 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed57.73(2023)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2024 | 58.82 | 72.12 | 47.3 | 55.98 – 61.66 |
| 2026 | 61.01 | 84.03 | 41.06 | 54.79 – 67.23 |
| 2028 | 63.2 | 92.92 | 37.44 | 53.9 – 72.5 |
| 2033 | 68.66 | 110.7 | 32.23 | 51.67 – 85.66 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed160.2bn(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 175.3bn | 225.3bn | 132.1bn | 166.6bn – 184.1bn |
| 2029 | 182.3bn | 268.8bn | 107.3bn | 163.2bn – 201.3bn |
| 2031 | 189.2bn | 300.9bn | 92.5bn | 160.8bn – 217.7bn |
| 2036 | 206.6bn | 364.5bn | 69.8bn | 154.8bn – 258.5bn |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed-2.56(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | -0.13 | 11.38 | -10 | -2.06 – 1.8 |
| 2029 | 0.61 | 12 | -10 | -2.76 – 3.98 |
| 2031 | 1.34 | 12 | -10 | -3.05 – 5.74 |
| 2036 | 3.19 | 12 | -10 | -3.39 – 9.76 |
Method: weighted_composite; lookback 6y; horizon 1y; confidence 80%
Latest observed32.7k(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 33k | 44.2k | 23.3k | 31.2k – 34.9k |
| 2029 | 32.8k | 52.2k | 15.9k | 28.9k – 36.7k |
| 2031 | 32.5k | 57.6k | 10.8k | 26.9k – 38.1k |
| 2036 | 31.9k | 67.4k | 1.2k | 22.6k – 41.2k |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed22.3(2026)· IMF DataMapper API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 22.08 | 31.95 | 10.69 | 20.2 – 23.95 |
| 2029 | 21.63 | 38.72 | 1.9 | 17.96 – 25.29 |
| 2031 | 21.18 | 43.25 | 0 | 16.09 – 26.27 |
| 2036 | 20.05 | 51.26 | 0 | 12.04 – 28.06 |
Method: linear_trend; lookback 10y; horizon 1y; confidence 80%
Latest observed38.35(2023)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2024 | 35.98 | 45.13 | 26.83 | 34 – 37.96 |
| 2026 | 31.24 | 47.09 | 15.39 | 27.32 – 35.17 |
| 2028 | 26.5 | 46.96 | 6.04 | 21.25 – 31.76 |
| 2033 | 14.66 | 43.59 | 0 | 7.88 – 21.43 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed2.9(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 3.03 | 4.06 | 1.91 | 2.75 – 3.3 |
| 2029 | 3.59 | 5.39 | 1.66 | 3.02 – 4.16 |
| 2031 | 4.15 | 6.47 | 1.66 | 3.3 – 4.99 |
| 2036 | 5.55 | 8.83 | 2.03 | 3.93 – 7.16 |
Method: exponential_smoothing; lookback 6y; horizon 1y; confidence 80%
Latest observed16.8(2023)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2024 | 15.69 | 19.19 | 12.66 | 14.94 – 16.44 |
| 2026 | 12.84 | 18.91 | 7.58 | 11.36 – 14.33 |
| 2028 | 9.99 | 17.83 | 3.21 | 8.08 – 11.91 |
| 2033 | 2.87 | 13.95 | 0 | 0.83 – 4.91 |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed4.9m(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 5.2m | 5.4m | 4.9m | 5m – 5.3m |
| 2029 | 5.3m | 5.6m | 5m | 4.9m – 5.7m |
| 2031 | 5.4m | 5.8m | 5m | 4.8m – 6m |
| 2036 | 5.7m | 6.3m | 5.1m | 4.5m – 6.8m |
Method: exponential_smoothing; lookback 10y; horizon 1y; confidence 80%
Latest observed-3.28(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | -4.17 | 3.49 | -9.91 | -5.19 – -3.14 |
| 2027 | -6.07 | 7.19 | -10 | -8.02 – -4.12 |
| 2029 | -7.98 | 9.14 | -10 | -10 – -5.2 |
| 2034 | -10 | 14.21 | -10 | -10 – -5.37 |
Method: weighted_composite; lookback 7y; horizon 1y; confidence 80%
Latest observed2.18(2025)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2026 | 1.92 | 2.62 | 1.22 | 1.78 – 2.06 |
| 2028 | 1.41 | 2.62 | 0.19 | 1.15 – 1.66 |
| 2030 | 0.89 | 2.45 | 0 | 0.57 – 1.21 |
| 2035 | 0 | 2.21 | 0 | 0 – 0.5 |
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/KWT · Country page → · Full brief → · API docs
