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}.
Bangladesh: 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 | -0.45 | 2.35 | -3.24 | -1.03 – 0.14 |
| 2029 | -0.14 | 4.71 | -4.98 | -1.18 – 0.9 |
| 2031 | 0.17 | 6.42 | -6.09 | -1.19 – 1.52 |
| 2036 | 0.94 | 9.78 | -7.91 | -1.03 – 2.9 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed10.46(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 10.29 | 13.73 | 7.31 | 9.63 – 10.94 |
| 2027 | 9.94 | 15.9 | 4.78 | 8.62 – 11.27 |
| 2029 | 9.6 | 17.28 | 2.94 | 7.73 – 11.46 |
| 2034 | 8.73 | 19.6 | 0 | 5.78 – 11.68 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed450.1bn(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 527.3bn | 578.3bn | 483.2bn | 511bn – 543.7bn |
| 2029 | 570bn | 658.3bn | 493.5bn | 527.9bn – 612.2bn |
| 2031 | 612.7bn | 726.7bn | 514bn | 543.2bn – 682.3bn |
| 2036 | 719.5bn | 880.6bn | 579.8bn | 570.2bn – 868.7bn |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed4.22(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 4.63 | 6.76 | 2.78 | 4.2 – 5.06 |
| 2029 | 4.41 | 8.11 | 1.22 | 3.59 – 5.24 |
| 2031 | 4.2 | 8.96 | 0.07 | 3.07 – 5.33 |
| 2036 | 3.66 | 10.4 | -2.18 | 1.95 – 5.37 |
Method: weighted_composite; lookback 6y; horizon 1y; confidence 80%
Latest observed2.6k(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 3k | 3.3k | 2.7k | 2.9k – 3.1k |
| 2029 | 3.2k | 3.7k | 2.7k | 3k – 3.4k |
| 2031 | 3.4k | 4.1k | 2.8k | 3k – 3.8k |
| 2036 | 3.9k | 4.9k | 3.1k | 3.1k – 4.7k |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed41.8(2026)· IMF DataMapper API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 43.44 | 45.42 | 41.16 | 42.1 – 44.79 |
| 2029 | 46.73 | 49.29 | 43.78 | 43.27 – 50.19 |
| 2031 | 50.02 | 53.32 | 46.21 | 44.34 – 55.7 |
| 2036 | 58.24 | 62.9 | 52.85 | 46.16 – 70.32 |
Method: linear_trend; lookback 10y; horizon 1y; confidence 80%
Latest observed16.32(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 16.23 | 21.13 | 11.32 | 15.22 – 17.24 |
| 2027 | 16.04 | 24.54 | 7.55 | 13.97 – 18.11 |
| 2029 | 15.86 | 26.83 | 4.9 | 12.92 – 18.81 |
| 2034 | 15.41 | 30.91 | 0 | 10.57 – 20.25 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed10.47(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 8.88 | 11.44 | 6.14 | 8.17 – 9.59 |
| 2029 | 7.76 | 12.19 | 3.02 | 6.41 – 9.12 |
| 2031 | 6.64 | 12.36 | 0.52 | 4.84 – 8.44 |
| 2036 | 3.84 | 11.93 | -4.82 | 1.44 – 6.25 |
Method: exponential_smoothing; lookback 6y; horizon 1y; confidence 80%
Latest observed30.7(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 30.6 | 32.21 | 29.2 | 29.65 – 31.54 |
| 2027 | 30.3 | 33.09 | 27.87 | 28.06 – 32.54 |
| 2029 | 30 | 33.61 | 26.87 | 26.59 – 33.4 |
| 2034 | 29.25 | 34.36 | 24.83 | 23.18 – 35.32 |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed173.6m(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 175.2m | 183.5m | 167.5m | 169.8m – 180.7m |
| 2029 | 177.1m | 185.5m | 169.3m | 164m – 190.2m |
| 2031 | 178.9m | 187.4m | 171.1m | 158.6m – 199.3m |
| 2036 | 183.6m | 192.3m | 175.5m | 145.5m – 221.7m |
Method: exponential_smoothing; lookback 10y; horizon 1y; confidence 80%
Latest observed6.19(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 6.6 | 9.9 | 4.12 | 6.08 – 7.12 |
| 2027 | 7.66 | 13.37 | 3.37 | 6.57 – 8.74 |
| 2029 | 8.71 | 15 | 3.18 | 7.09 – 10.33 |
| 2034 | 11.36 | 15 | 3.53 | 8.23 – 14.48 |
Method: weighted_composite; lookback 7y; horizon 1y; confidence 80%
Latest observed3.78(2025)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2026 | 3.33 | 4.5 | 2.17 | 3.1 – 3.57 |
| 2028 | 2.45 | 4.47 | 0.43 | 2.02 – 2.88 |
| 2030 | 1.56 | 4.17 | 0 | 1.04 – 2.09 |
| 2035 | 0 | 3.69 | 0 | 0 – 0.73 |
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/BGD · Country page → · Full brief → · API docs
