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}.
Pakistan: 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 | 0.09 | 4.58 | -4.41 | -0.85 – 1.02 |
| 2029 | 1.06 | 8.84 | -6.72 | -0.58 – 2.7 |
| 2031 | 2.03 | 12.08 | -8.01 | -0.18 – 4.25 |
| 2036 | 4.47 | 18.68 | -9.74 | 0.85 – 8.08 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed10.39(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 10.72 | 11.96 | 9.65 | 10.38 – 11.07 |
| 2027 | 11.39 | 13.52 | 9.54 | 10.54 – 12.24 |
| 2029 | 12.05 | 14.81 | 9.67 | 10.69 – 13.42 |
| 2034 | 13.72 | 17.62 | 10.34 | 10.87 – 16.56 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed371.6bn(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2026 | 416bn | 488.2bn | 353.5bn | 400.8bn – 431.3bn |
| 2028 | 439.2bn | 564.3bn | 330.8bn | 403.2bn – 475.2bn |
| 2030 | 462.4bn | 623.8bn | 322.5bn | 406.2bn – 518.6bn |
| 2035 | 520.3bn | 748.6bn | 322.4bn | 409.9bn – 630.7bn |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed3.05(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 3.59 | 9.57 | -1.6 | 2.53 – 4.64 |
| 2029 | 3.58 | 12 | -5.4 | 1.68 – 5.48 |
| 2031 | 3.57 | 12 | -8.02 | 1.05 – 6.08 |
| 2036 | 3.55 | 12 | -10 | -0.17 – 7.27 |
Method: weighted_composite; lookback 6y; horizon 1y; confidence 80%
Latest observed1.5k(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2026 | 1.7k | 2.1k | 1.4k | 1.7k – 1.8k |
| 2028 | 1.8k | 2.4k | 1.3k | 1.7k – 2k |
| 2030 | 1.9k | 2.6k | 1.3k | 1.7k – 2.1k |
| 2035 | 2.1k | 3.2k | 1.2k | 1.6k – 2.6k |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed70.1(2026)· IMF DataMapper API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 70.53 | 80.98 | 58.46 | 67.79 – 73.27 |
| 2029 | 71.39 | 89.5 | 50.49 | 65.17 – 77.6 |
| 2031 | 72.24 | 95.62 | 45.27 | 62.87 – 81.62 |
| 2036 | 74.38 | 107.45 | 36.23 | 57.4 – 91.37 |
Method: linear_trend; lookback 10y; horizon 1y; confidence 80%
Latest observed17.19(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 17.23 | 22.45 | 12.02 | 16.16 – 18.31 |
| 2027 | 17.32 | 26.35 | 8.29 | 15.11 – 19.53 |
| 2029 | 17.41 | 29.07 | 5.75 | 14.23 – 20.59 |
| 2034 | 17.63 | 34.12 | 1.14 | 12.28 – 22.97 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed12.63(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 9.39 | 32.13 | -5 | 4.2 – 14.58 |
| 2029 | 13.17 | 50 | -5 | 3.8 – 22.53 |
| 2031 | 16.95 | 50 | -5 | 4.32 – 29.58 |
| 2036 | 26.4 | 50 | -5 | 6.23 – 46.57 |
Method: exponential_smoothing; lookback 6y; horizon 1y; confidence 80%
Latest observed11.46(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 11.07 | 13.07 | 9.34 | 10.61 – 11.54 |
| 2027 | 10.04 | 13.5 | 7.04 | 9.06 – 11.02 |
| 2029 | 9.01 | 13.48 | 5.14 | 7.65 – 10.37 |
| 2034 | 6.43 | 12.76 | 0.95 | 4.5 – 8.36 |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed251.3m(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 247.1m | 258.8m | 236.3m | 239.5m – 254.8m |
| 2029 | 252.2m | 267.5m | 238m | 233.6m – 270.9m |
| 2031 | 257.3m | 277.1m | 238.9m | 228.1m – 286.5m |
| 2036 | 270m | 298m | 244.1m | 214m – 326m |
Method: exponential_smoothing; lookback 10y; horizon 1y; confidence 80%
Latest observed1.34(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 0.71 | 9.2 | -5.66 | -0.37 – 1.79 |
| 2027 | -0.5 | 14.21 | -10 | -2.38 – 1.39 |
| 2029 | -1.7 | 15 | -10 | -4.21 – 0.81 |
| 2034 | -4.72 | 15 | -10 | -8.83 – -0.61 |
Method: weighted_composite; lookback 7y; horizon 1y; confidence 80%
Latest observed5.42(2025)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 7 | 8.59 | 5.41 | 6.64 – 7.35 |
| 2029 | 7.2 | 9.95 | 4.44 | 6.43 – 7.96 |
| 2031 | 7.39 | 10.95 | 3.83 | 6.26 – 8.53 |
| 2036 | 7.89 | 12.92 | 2.85 | 5.85 – 9.92 |
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/PAK · Country page → · Full brief → · API docs
