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}.
Mali: 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 | -0.97 | 4.56 | -6.49 | -2.11 – 0.18 |
| 2029 | 0.1 | 9.68 | -9.47 | -1.9 – 2.11 |
| 2031 | 1.17 | 13.54 | -11.19 | -1.44 – 3.79 |
| 2036 | 3.85 | 21.33 | -13.64 | -0.34 – 8.03 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed22.57(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 23.25 | 27.59 | 19.49 | 22.26 – 24.24 |
| 2027 | 24.62 | 32.14 | 18.1 | 22.36 – 26.88 |
| 2029 | 25.99 | 35.7 | 17.58 | 22.53 – 29.46 |
| 2034 | 29.42 | 43.15 | 17.52 | 22.75 – 36.09 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed26.8bn(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 35.9bn | 38.9bn | 33.3bn | 34.8bn – 37bn |
| 2029 | 41bn | 46.2bn | 36.5bn | 38bn – 44bn |
| 2031 | 46.1bn | 52.8bn | 40.3bn | 40.9bn – 51.3bn |
| 2036 | 58.9bn | 68.3bn | 50.7bn | 46.7bn – 71.1bn |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed4.99(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 5.77 | 6.56 | 5.09 | 5.55 – 5.99 |
| 2029 | 6.43 | 7.79 | 5.25 | 5.9 – 6.97 |
| 2031 | 7.09 | 8.84 | 5.57 | 6.23 – 7.95 |
| 2036 | 8.74 | 11.22 | 6.59 | 6.92 – 10.55 |
Method: weighted_composite; lookback 6y; horizon 1y; confidence 80%
Latest observed1.1k(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 1.4k | 1.5k | 1.3k | 1.3k – 1.4k |
| 2029 | 1.5k | 1.7k | 1.3k | 1.4k – 1.6k |
| 2031 | 1.6k | 1.9k | 1.4k | 1.4k – 1.8k |
| 2036 | 2k | 2.3k | 1.7k | 1.6k – 2.4k |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed40.8(2026)· IMF DataMapper API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 42.2 | 46.36 | 37.41 | 40.89 – 43.52 |
| 2029 | 45.01 | 52.21 | 36.7 | 41.68 – 48.34 |
| 2031 | 47.82 | 57.11 | 37.09 | 42.39 – 53.24 |
| 2036 | 54.83 | 67.98 | 39.66 | 43.46 – 66.2 |
Method: linear_trend; lookback 10y; horizon 1y; confidence 80%
Latest observed27.33(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 27.36 | 32.78 | 21.95 | 26.1 – 28.63 |
| 2027 | 27.43 | 36.81 | 18.06 | 24.68 – 30.18 |
| 2029 | 27.5 | 39.6 | 15.39 | 23.45 – 31.55 |
| 2034 | 27.66 | 44.78 | 10.55 | 20.62 – 34.71 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed3.21(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 2.26 | 10.93 | -5 | 0.3 – 4.22 |
| 2029 | 2.12 | 17.13 | -5 | -1.31 – 5.55 |
| 2031 | 1.98 | 21.36 | -5 | -2.48 – 6.43 |
| 2036 | 1.63 | 29.04 | -5 | -4.71 – 7.97 |
Method: exponential_smoothing; lookback 6y; horizon 1y; confidence 80%
Latest observed20.79(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 20.22 | 23 | 17.81 | 19.5 – 20.94 |
| 2027 | 18.87 | 23.68 | 14.69 | 17.27 – 20.46 |
| 2029 | 17.51 | 23.72 | 12.12 | 15.22 – 19.8 |
| 2034 | 14.11 | 22.9 | 6.49 | 10.6 – 17.62 |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed24.5m(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 25.8m | 27m | 24.7m | 25m – 26.6m |
| 2029 | 26.7m | 27.9m | 25.5m | 24.7m – 28.7m |
| 2031 | 27.5m | 28.8m | 26.3m | 24.4m – 30.7m |
| 2036 | 29.7m | 31.1m | 28.4m | 23.5m – 35.8m |
Method: exponential_smoothing; lookback 10y; horizon 1y; confidence 80%
Latest observed1.38(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 1.83 | 9.33 | -3.79 | 0.86 – 2.8 |
| 2027 | 2.83 | 15 | -6.91 | 1.07 – 4.59 |
| 2029 | 3.83 | 15 | -8.74 | 1.43 – 6.23 |
| 2034 | 6.33 | 15 | -10 | 2.36 – 10.31 |
Method: weighted_composite; lookback 7y; horizon 1y; confidence 80%
Latest observed2.83(2025)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2026 | 2.65 | 4.19 | 1.12 | 2.38 – 2.93 |
| 2028 | 2.3 | 4.96 | 0 | 1.78 – 2.82 |
| 2030 | 1.95 | 5.39 | 0 | 1.27 – 2.63 |
| 2035 | 1.07 | 5.93 | 0 | 0.15 – 1.98 |
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/MLI · Country page → · Full brief → · API docs
