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}.
Comoros: 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 | -4.41 | -2.19 | -6.63 | -4.93 – -3.88 |
| 2029 | -4.83 | -0.98 | -8.67 | -5.84 – -3.81 |
| 2031 | -5.24 | -0.28 | -10.21 | -6.67 – -3.81 |
| 2036 | -6.28 | 0.74 | -13.3 | -8.72 – -3.85 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed9.91(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 9.65 | 16.97 | 3.31 | 8.45 – 10.85 |
| 2027 | 9.13 | 21.8 | 0 | 6.88 – 11.38 |
| 2029 | 8.61 | 24.97 | 0 | 5.58 – 11.63 |
| 2034 | 7.3 | 30.44 | 0 | 2.83 – 11.77 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed1.4bn(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 1.9bn | 2.1bn | 1.8bn | 1.9bn – 2bn |
| 2029 | 2.2bn | 2.5bn | 1.9bn | 2bn – 2.3bn |
| 2031 | 2.4bn | 2.8bn | 2.1bn | 2.2bn – 2.7bn |
| 2036 | 3.1bn | 3.6bn | 2.6bn | 2.5bn – 3.7bn |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed3.34(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 4.44 | 4.67 | 4.24 | 4.3 – 4.58 |
| 2029 | 5.22 | 5.61 | 4.89 | 4.84 – 5.61 |
| 2031 | 6.01 | 6.51 | 5.58 | 5.33 – 6.69 |
| 2036 | 7.97 | 8.68 | 7.36 | 6.32 – 9.63 |
Method: weighted_composite; lookback 6y; horizon 1y; confidence 80%
Latest observed1.7k(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 2k | 2.2k | 1.9k | 2k – 2.1k |
| 2029 | 2.2k | 2.5k | 2k | 2.1k – 2.4k |
| 2031 | 2.4k | 2.8k | 2.1k | 2.1k – 2.7k |
| 2036 | 2.9k | 3.4k | 2.4k | 2.3k – 3.5k |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed32.4(2026)· IMF DataMapper API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 33.97 | 37.91 | 29.43 | 32.82 – 35.12 |
| 2029 | 37.11 | 43.93 | 29.25 | 34.28 – 39.94 |
| 2031 | 40.26 | 49.06 | 30.1 | 35.68 – 44.83 |
| 2036 | 48.12 | 60.56 | 33.75 | 38.13 – 58.1 |
Method: linear_trend; lookback 10y; horizon 1y; confidence 80%
Latest observed34.46(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 35.62 | 40.87 | 30.37 | 34.25 – 37 |
| 2027 | 37.95 | 47.04 | 28.85 | 34.73 – 41.16 |
| 2029 | 40.27 | 52.01 | 28.53 | 35.25 – 45.29 |
| 2034 | 46.07 | 62.67 | 29.47 | 36.16 – 55.99 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed5.05(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 4.16 | 16.56 | -5 | 1.35 – 6.97 |
| 2029 | 4.86 | 26.33 | -5 | -0.13 – 9.85 |
| 2031 | 5.56 | 33.28 | -5 | -1.03 – 12.15 |
| 2036 | 7.31 | 46.51 | -5 | -2.55 – 17.17 |
Method: exponential_smoothing; lookback 6y; horizon 1y; confidence 80%
Latest observed11.73(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 11.39 | 14.57 | 8.62 | 10.75 – 12.02 |
| 2027 | 10.58 | 16.1 | 5.79 | 9.28 – 11.88 |
| 2029 | 9.77 | 16.91 | 3.59 | 7.97 – 11.57 |
| 2034 | 7.76 | 17.85 | 0 | 5.08 – 10.44 |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed866.6k(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 920.5k | 964k | 880.2k | 892k – 949.1k |
| 2029 | 942.5k | 987.1k | 901.2k | 872.8k – 1m |
| 2031 | 964.5k | 1m | 922.2k | 855k – 1.1m |
| 2036 | 1m | 1.1m | 971.6k | 808.1k – 1.2m |
Method: exponential_smoothing; lookback 10y; horizon 1y; confidence 80%
Latest observed0.99(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 1.98 | 5.03 | -0.31 | 1.57 – 2.39 |
| 2027 | 4.33 | 9.62 | 0.37 | 3.46 – 5.2 |
| 2029 | 6.68 | 13.51 | 1.57 | 5.3 – 8.07 |
| 2034 | 12.57 | 15 | 5.33 | 9.35 – 15 |
Method: weighted_composite; lookback 7y; horizon 1y; confidence 80%
Latest observed3.82(2025)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2026 | 3.68 | 4.06 | 3.29 | 3.56 – 3.79 |
| 2028 | 3.39 | 4.05 | 2.73 | 3.12 – 3.65 |
| 2030 | 3.1 | 3.95 | 2.25 | 2.72 – 3.48 |
| 2035 | 2.38 | 3.59 | 1.18 | 1.82 – 2.95 |
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/COM · Country page → · Full brief → · API docs
