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}.
Paraguay: forward projections across 12 macro indicators, horizons 2025, 2027, 2029, 2031, 2034, 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-3
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | -3.61 | 4 | -11.22 | -5.22 – -2 |
| 2029 | -4.82 | 8.36 | -18 | -7.74 – -1.9 |
| 2031 | -6.03 | 10.99 | -23.05 | -9.98 – -2.07 |
| 2036 | -9.06 | 15 | -30 | -15.42 – -2.7 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed37.2(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 37.4 | 45.3 | 30.55 | 35.67 – 39.12 |
| 2027 | 37.79 | 51.47 | 25.92 | 34.02 – 41.55 |
| 2029 | 38.17 | 55.85 | 22.86 | 32.6 – 43.75 |
| 2034 | 39.15 | 64.14 | 17.49 | 29.31 – 48.98 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed44.5bn(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 64.1bn | 72.5bn | 56.9bn | 62.1bn – 66.2bn |
| 2029 | 73.3bn | 87.7bn | 60.8bn | 67.9bn – 78.7bn |
| 2031 | 82.5bn | 101.1bn | 66.4bn | 73.1bn – 91.8bn |
| 2036 | 105.4bn | 131.7bn | 82.6bn | 83.5bn – 127.3bn |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed4.25(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 4.36 | 10.65 | -1.09 | 3.24 – 5.48 |
| 2029 | 4.71 | 12 | -4.73 | 2.67 – 6.76 |
| 2031 | 5.07 | 12 | -7.13 | 2.32 – 7.82 |
| 2036 | 5.95 | 12 | -10 | 1.68 – 10.21 |
Method: weighted_composite; lookback 6y; horizon 1y; confidence 80%
Latest observed6.4k(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 10k | 11.4k | 8.7k | 9.7k – 10.3k |
| 2029 | 11.6k | 14.1k | 9.4k | 10.7k – 12.5k |
| 2031 | 13.2k | 16.4k | 10.4k | 11.7k – 14.7k |
| 2036 | 17.2k | 21.7k | 13.2k | 13.6k – 20.7k |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed37.8(2026)· IMF DataMapper API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 40.12 | 48.05 | 30.96 | 38.25 – 41.98 |
| 2029 | 44.75 | 58.49 | 28.88 | 40.48 – 49.01 |
| 2031 | 49.38 | 67.12 | 28.9 | 42.7 – 56.06 |
| 2036 | 60.95 | 86.05 | 31.99 | 47.34 – 74.56 |
Method: linear_trend; lookback 10y; horizon 1y; confidence 80%
Latest observed39.63(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 40.7 | 47.37 | 34.03 | 39.03 – 42.37 |
| 2027 | 42.85 | 54.4 | 31.3 | 39.02 – 46.67 |
| 2029 | 44.99 | 59.91 | 30.08 | 39.11 – 50.88 |
| 2034 | 50.36 | 71.45 | 29.27 | 39.07 – 61.64 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed3.84(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 3.01 | 9.56 | -4.01 | 1.51 – 4.51 |
| 2029 | 1.89 | 13.23 | -5 | -0.72 – 4.49 |
| 2031 | 0.77 | 15.41 | -5 | -2.56 – 4.09 |
| 2036 | -2.03 | 18.68 | -5 | -5 – 2.88 |
Method: exponential_smoothing; lookback 6y; horizon 1y; confidence 80%
Latest observed20.97(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 20.69 | 23.79 | 18 | 19.91 – 21.46 |
| 2027 | 20.19 | 25.57 | 15.53 | 18.45 – 21.93 |
| 2029 | 19.69 | 26.63 | 13.67 | 17.12 – 22.26 |
| 2034 | 18.44 | 28.26 | 9.93 | 14.09 – 22.79 |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed6.9m(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 6.6m | 6.9m | 6.2m | 6.4m – 6.8m |
| 2029 | 6.6m | 7.2m | 6m | 6.1m – 7.1m |
| 2031 | 6.6m | 7.4m | 5.9m | 5.9m – 7.4m |
| 2036 | 6.8m | 7.9m | 5.7m | 5.4m – 8.2m |
Method: exponential_smoothing; lookback 10y; horizon 1y; confidence 80%
Latest observed3.28(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 4.05 | 9.28 | 0.13 | 3.33 – 4.77 |
| 2027 | 5.94 | 14.99 | -0.85 | 4.52 – 7.36 |
| 2029 | 7.83 | 15 | -0.94 | 5.74 – 9.91 |
| 2034 | 12.55 | 15 | 0.15 | 8.47 – 15 |
Method: weighted_composite; lookback 7y; horizon 1y; confidence 80%
Latest observed4.8(2025)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 4.73 | 5.72 | 3.73 | 4.5 – 4.96 |
| 2029 | 3.78 | 5.51 | 2.06 | 3.34 – 4.23 |
| 2031 | 2.84 | 5.07 | 0.61 | 2.27 – 3.41 |
| 2036 | 0.48 | 3.63 | 0 | 0 – 1.12 |
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/PRY · Country page → · Full brief → · API docs
