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}.
Guinea: 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 | -3.7 | 18.93 | -26.32 | -8.37 – 0.98 |
| 2029 | -3.89 | 30 | -30 | -12.07 – 4.29 |
| 2031 | -4.08 | 30 | -30 | -14.73 – 6.57 |
| 2036 | -4.56 | 30 | -30 | -19.9 – 10.77 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed41.39(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 41.84 | 57.68 | 28.1 | 38.9 – 44.77 |
| 2027 | 42.72 | 70.17 | 18.93 | 36.75 – 48.69 |
| 2029 | 43.6 | 79.04 | 12.89 | 35.05 – 52.15 |
| 2034 | 45.81 | 95.92 | 2.38 | 31.32 – 60.3 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed25bn(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 31.9bn | 33.5bn | 30.4bn | 30.9bn – 32.9bn |
| 2029 | 36.8bn | 39.5bn | 34.5bn | 34.1bn – 39.5bn |
| 2031 | 41.8bn | 45.2bn | 38.8bn | 37bn – 46.5bn |
| 2036 | 54.1bn | 59bn | 49.9bn | 42.9bn – 65.4bn |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed5.35(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 9.84 | 12 | 7.4 | 9.21 – 10.47 |
| 2029 | 12 | 12 | 7.78 | 10.61 – 12 |
| 2031 | 12 | 12 | 6.55 | 9.99 – 12 |
| 2036 | 12 | 12 | 4.29 | 8.6 – 12 |
Method: weighted_composite; lookback 6y; horizon 1y; confidence 80%
Latest observed1.7k(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 1.9k | 2.1k | 1.8k | 1.9k – 2k |
| 2029 | 2.1k | 2.4k | 1.9k | 2k – 2.3k |
| 2031 | 2.3k | 2.6k | 2.1k | 2.1k – 2.6k |
| 2036 | 2.9k | 3.3k | 2.5k | 2.3k – 3.5k |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed44.7(2026)· IMF DataMapper API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 45.62 | 54.02 | 35.94 | 43.6 – 47.65 |
| 2029 | 47.47 | 62.01 | 30.69 | 42.96 – 51.99 |
| 2031 | 49.32 | 68.09 | 27.66 | 42.49 – 56.15 |
| 2036 | 53.94 | 80.49 | 23.31 | 41.23 – 66.66 |
Method: linear_trend; lookback 10y; horizon 1y; confidence 80%
Latest observed56.38(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 56.62 | 79.67 | 33.56 | 52.18 – 61.05 |
| 2027 | 57.08 | 97.01 | 17.15 | 48.23 – 65.93 |
| 2029 | 57.54 | 109.09 | 6 | 45.05 – 70.04 |
| 2034 | 58.7 | 131.6 | 0 | 38.15 – 79.25 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed8.12(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 4.97 | 9.38 | 0.25 | 3.91 – 6.03 |
| 2029 | 6.37 | 14 | -1.8 | 4.37 – 8.37 |
| 2031 | 7.77 | 17.62 | -2.78 | 4.97 – 10.58 |
| 2036 | 11.27 | 25.2 | -3.66 | 6.38 – 16.16 |
Method: exponential_smoothing; lookback 6y; horizon 1y; confidence 80%
Latest observed33.18(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 36.22 | 47.45 | 26.49 | 34.04 – 38.4 |
| 2027 | 43.96 | 63.4 | 27.11 | 39.07 – 48.85 |
| 2029 | 51.7 | 70 | 29.94 | 43.98 – 59.42 |
| 2034 | 70 | 70 | 39.23 | 53.73 – 70 |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed14.8m(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 16m | 16.7m | 15.3m | 15.5m – 16.5m |
| 2029 | 16.4m | 17.2m | 15.7m | 15.2m – 17.6m |
| 2031 | 16.8m | 17.8m | 16m | 14.9m – 18.7m |
| 2036 | 17.9m | 19.2m | 16.7m | 14.2m – 21.6m |
Method: exponential_smoothing; lookback 10y; horizon 1y; confidence 80%
Latest observed2.29(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 2.31 | 5.64 | -0.19 | 1.85 – 2.76 |
| 2027 | 2.29 | 8.06 | -2.03 | 1.46 – 3.12 |
| 2029 | 2.28 | 9.73 | -3.31 | 1.17 – 3.39 |
| 2034 | 2.24 | 12.78 | -5.65 | 0.57 – 3.92 |
Method: weighted_composite; lookback 7y; horizon 1y; confidence 80%
Latest observed5.16(2025)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2026 | 4.98 | 5.47 | 4.5 | 4.83 – 5.14 |
| 2028 | 4.62 | 5.46 | 3.78 | 4.27 – 4.97 |
| 2030 | 4.26 | 5.35 | 3.18 | 3.76 – 4.77 |
| 2035 | 3.36 | 4.9 | 1.83 | 2.59 – 4.14 |
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/GIN · Country page → · Full brief → · API docs
