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}.
Burundi: forward projections across 9 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 | -4.52 | 1.38 | -10.42 | -5.8 – -3.24 |
| 2029 | -2.56 | 7.66 | -12.79 | -4.77 – -0.35 |
| 2031 | -0.61 | 12.59 | -13.81 | -3.38 – 2.17 |
| 2036 | 4.29 | 22.95 | -14.38 | -0.21 – 8.78 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed3.1bn(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 9.2bn | 12.1bn | 6.7bn | 8.8bn – 9.7bn |
| 2029 | 11.9bn | 16.9bn | 7.6bn | 10.7bn – 13.1bn |
| 2031 | 14.6bn | 21bn | 9bn | 12.6bn – 16.5bn |
| 2036 | 21.2bn | 30.4bn | 13.3bn | 16.8bn – 25.7bn |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed4.11(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 3.77 | 5.24 | 2.5 | 3.47 – 4.08 |
| 2029 | 3.76 | 6.31 | 1.56 | 3.16 – 4.37 |
| 2031 | 3.75 | 7.04 | 0.9 | 2.9 – 4.6 |
| 2036 | 3.73 | 8.37 | -0.3 | 2.35 – 5.1 |
Method: weighted_composite; lookback 6y; horizon 1y; confidence 80%
Latest observed219.42(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 613.58 | 813.39 | 440.42 | 579.98 – 647.19 |
| 2029 | 777.41 | 1.1k | 477.48 | 698.9 – 855.93 |
| 2031 | 941.24 | 1.4k | 554.03 | 812.75 – 1.1k |
| 2036 | 1.4k | 2k | 803.22 | 1.1k – 1.6k |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed37(2026)· IMF DataMapper API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 35.68 | 48.65 | 20.7 | 33.11 – 38.24 |
| 2029 | 33.03 | 55.51 | 7.09 | 27.98 – 38.07 |
| 2031 | 30.38 | 59.4 | 0 | 23.48 – 37.27 |
| 2036 | 23.76 | 64.8 | 0 | 13.64 – 33.87 |
Method: linear_trend; lookback 10y; horizon 1y; confidence 80%
Latest observed20.21(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 5.45 | 31.06 | -5 | -0.31 – 11.22 |
| 2029 | -5 | 39.36 | -5 | -5 – 5.07 |
| 2031 | -5 | 50 | -5 | -5 – 8.1 |
| 2036 | -5 | 50 | -5 | -5 – 13.75 |
Method: exponential_smoothing; lookback 6y; horizon 1y; confidence 80%
Latest observed14m(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 14.8m | 15.5m | 14.2m | 14.3m – 15.3m |
| 2029 | 15.3m | 16m | 14.6m | 14.1m – 16.4m |
| 2031 | 15.8m | 16.5m | 15.1m | 14m – 17.5m |
| 2036 | 16.9m | 17.8m | 16.2m | 13.4m – 20.5m |
Method: exponential_smoothing; lookback 10y; horizon 1y; confidence 80%
Latest observed0.63(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 0.83 | 3.83 | -1.43 | 0.44 – 1.22 |
| 2027 | 1.34 | 6.55 | -2.56 | 0.63 – 2.06 |
| 2029 | 1.85 | 8.57 | -3.19 | 0.86 – 2.84 |
| 2034 | 3.13 | 12.63 | -4 | 1.44 – 4.82 |
Method: weighted_composite; lookback 7y; horizon 1y; confidence 80%
Latest observed0.92(2025)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2026 | 0.89 | 1.09 | 0.69 | 0.84 – 0.94 |
| 2028 | 0.82 | 1.16 | 0.49 | 0.72 – 0.92 |
| 2030 | 0.76 | 1.19 | 0.32 | 0.61 – 0.9 |
| 2035 | 0.59 | 1.21 | 0 | 0.34 – 0.85 |
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/BDI · Country page → · Full brief → · API docs
