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}.
Ecuador: 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.
| Year |
|---|
| Baseline |
|---|
| Optimistic |
|---|
| Pessimistic |
|---|
| Conf. band |
|---|
| 2027 | 6 | 9.08 | 2.92 | 5.27 – 6.72 |
| 2029 | 7.6 | 12.93 | 2.26 | 6.14 – 9.05 |
| 2031 | 9.19 | 16.09 | 2.3 | 7.05 – 11.34 |
| 2036 | 13.19 | 22.93 | 3.44 | 9.09 – 17.29 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 31.6 | 36.07 | 27.73 | 30.46 – 32.75 |
| 2027 | 34.25 | 41.99 | 27.53 | 31.5 – 37 |
| 2029 | 36.89 | 46.89 | 28.23 | 32.51 – 41.27 |
| 2034 | 43.5 | 57.64 | 31.25 | 34.48 – 52.53 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 142.5bn | 157.2bn | 129.7bn | 138.1bn – 146.9bn |
| 2029 | 153.5bn | 179bn | 131.4bn | 142.2bn – 164.9bn |
| 2031 | 164.6bn | 197.5bn | 136.1bn | 145.9bn – 183.3bn |
| 2036 | 192.2bn | 238.7bn | 151.9bn | 152.3bn – 232bn |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 3.47 | 11.21 | -3.24 | 2.12 – 4.81 |
| 2029 | 5.28 | 12 | -6.34 | 2.79 – 7.77 |
| 2031 | 7.09 | 12 | -7.91 | 3.64 – 10.54 |
| 2036 | 11.62 | 12 | -9.6 | 5.68 – 12 |
Method: weighted_composite; lookback 6y; horizon 1y; confidence 80%
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 7.8k | 8.6k | 7k | 7.5k – 8k |
| 2029 | 8.3k | 9.8k | 7k | 7.7k – 8.9k |
| 2031 | 8.9k | 10.8k | 7.2k | 7.9k – 9.9k |
| 2036 | 10.2k | 12.9k | 7.9k | 8.1k – 12.3k |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2026 | 55.37 | 63.27 | 46.26 | 53.27 – 57.47 |
| 2028 | 57.31 | 70.99 | 41.53 | 52.46 – 62.17 |
| 2030 | 59.25 | 76.91 | 38.88 | 51.8 – 66.71 |
| 2035 | 64.1 | 89.07 | 35.29 | 50.01 – 78.2 |
Method: linear_trend; lookback 10y; horizon 1y; confidence 80%
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 27.87 | 34.28 | 21.46 | 26.45 – 29.3 |
| 2027 | 29.77 | 40.87 | 18.67 | 26.64 – 32.9 |
| 2029 | 31.66 | 46 | 17.33 | 26.94 – 36.39 |
| 2034 | 36.4 | 56.67 | 16.13 | 27.48 – 45.33 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 3.88 | 7.64 | -0.15 | 2.98 – 4.77 |
| 2029 | 6.96 | 13.47 | -0.02 | 5.18 – 8.73 |
| 2031 | 10.04 | 18.44 | 1.03 | 7.37 – 12.7 |
| 2036 | 17.74 | 29.62 | 5 | 12.26 – 23.21 |
Method: exponential_smoothing; lookback 6y; horizon 1y; confidence 80%
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 18.2 | 20.95 | 15.81 | 17.51 – 18.88 |
| 2027 | 17.57 | 22.33 | 13.43 | 16.04 – 19.09 |
| 2029 | 16.94 | 23.09 | 11.6 | 14.7 – 19.17 |
| 2034 | 15.36 | 24.07 | 7.82 | 11.66 – 19.06 |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 18.2m | 19.1m | 17.4m | 17.7m – 18.8m |
| 2029 | 18.4m | 19.3m | 17.6m | 17m – 19.8m |
| 2031 | 18.5m | 19.4m | 17.7m | 16.4m – 20.7m |
| 2036 | 18.9m | 19.8m | 18.1m | 15m – 22.9m |
Method: exponential_smoothing; lookback 10y; horizon 1y; confidence 80%
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | -3.66 | 5.17 | -10 | -4.82 – -2.49 |
| 2027 | -4.08 | 11.2 | -10 | -6.19 – -1.97 |
| 2029 | -4.51 | 15 | -10 | -7.33 – -1.68 |
| 2034 | -5.57 | 15 | -10 | -9.95 – -1.19 |
Method: weighted_composite; lookback 7y; horizon 1y; confidence 80%
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 2.86 | 3.37 | 2.35 | 2.74 – 2.99 |
| 2029 | 2.39 | 3.27 | 1.5 | 2.14 – 2.64 |
| 2031 | 1.92 | 3.06 | 0.77 | 1.59 – 2.24 |
| 2036 | 0.73 | 2.35 | 0 | 0.32 – 1.14 |
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/ECU · Country page → · Full brief → · API docs