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}.
Peru: 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 observed3.4
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 4.09 | 8.48 | -0.3 | 3.13 – 5.05 |
| 2029 | 5.46 | 13.06 | -2.14 | 3.65 – 7.27 |
| 2031 | 6.83 | 16.65 | -2.98 | 4.29 – 9.38 |
| 2036 | 10.27 | 24.15 | -3.61 | 5.79 – 14.74 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed28.54(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 29.22 | 34.5 | 24.64 | 27.99 – 30.44 |
| 2027 | 30.57 | 39.72 | 22.65 | 27.8 – 33.35 |
| 2029 | 31.93 | 43.74 | 21.7 | 27.69 – 36.17 |
| 2034 | 35.33 | 52.03 | 20.85 | 27.29 – 43.37 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed289.2bn(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 407.4bn | 455.2bn | 366.1bn | 394.8bn – 420.1bn |
| 2029 | 473.5bn | 556.2bn | 401.8bn | 438.4bn – 508.5bn |
| 2031 | 539.5bn | 646.3bn | 447bn | 478.3bn – 600.8bn |
| 2036 | 704.6bn | 855.6bn | 573.8bn | 558.5bn – 850.8bn |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed3.3(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 2.21 | 12 | -6.46 | 0.51 – 3.91 |
| 2029 | 0.87 | 12 | -10 | -2.07 – 3.81 |
| 2031 | -0.47 | 12 | -10 | -4.28 – 3.34 |
| 2036 | -3.82 | 12 | -10 | -9.71 – 2.06 |
Method: weighted_composite; lookback 6y; horizon 1y; confidence 80%
Latest observed8.5k(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 11.7k | 13.1k | 10.4k | 11.3k – 12k |
| 2029 | 13.4k | 15.9k | 11.3k | 12.4k – 14.4k |
| 2031 | 15.2k | 18.3k | 12.4k | 13.4k – 16.9k |
| 2036 | 19.6k | 24.1k | 15.7k | 15.5k – 23.6k |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed30(2026)· IMF DataMapper API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 30.6 | 35.66 | 24.75 | 29.33 – 31.87 |
| 2029 | 31.79 | 40.56 | 21.67 | 28.92 – 34.67 |
| 2031 | 32.99 | 44.31 | 19.92 | 28.61 – 37.37 |
| 2036 | 35.98 | 51.99 | 17.5 | 27.76 – 44.2 |
Method: linear_trend; lookback 10y; horizon 1y; confidence 80%
Latest observed22.94(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 23.22 | 28.81 | 17.63 | 21.99 – 24.45 |
| 2027 | 23.78 | 33.47 | 14.1 | 21.16 – 26.41 |
| 2029 | 24.35 | 36.85 | 11.85 | 20.49 – 28.21 |
| 2034 | 25.76 | 43.43 | 8.09 | 18.93 – 32.59 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed2.01(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 3.07 | 8.84 | -3.11 | 1.74 – 4.4 |
| 2029 | 4.47 | 14.47 | -5 | 2.04 – 6.9 |
| 2031 | 5.87 | 18.78 | -5 | 2.54 – 9.2 |
| 2036 | 9.37 | 27.63 | -5 | 3.82 – 14.92 |
Method: exponential_smoothing; lookback 6y; horizon 1y; confidence 80%
Latest observed20.78(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 20.39 | 23.53 | 17.67 | 19.61 – 21.16 |
| 2027 | 19.53 | 24.97 | 14.82 | 17.82 – 21.25 |
| 2029 | 18.67 | 25.69 | 12.59 | 16.18 – 21.17 |
| 2034 | 16.53 | 26.46 | 7.93 | 12.47 – 20.59 |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed34.2m(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 34.7m | 36.3m | 33.2m | 33.6m – 35.8m |
| 2029 | 35.1m | 36.7m | 33.5m | 32.5m – 37.7m |
| 2031 | 35.4m | 37.1m | 33.9m | 31.4m – 39.5m |
| 2036 | 36.4m | 38.1m | 34.8m | 28.8m – 43.9m |
Method: exponential_smoothing; lookback 10y; horizon 1y; confidence 80%
Latest observed1.81(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 1.5 | 10.24 | -5.05 | 0.39 – 2.62 |
| 2027 | 0.99 | 15 | -10 | -0.95 – 2.93 |
| 2029 | 0.48 | 15 | -10 | -2.05 – 3 |
| 2034 | -0.81 | 15 | -10 | -4.42 – 2.81 |
Method: weighted_composite; lookback 7y; horizon 1y; confidence 80%
Latest observed5.12(2025)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 6.55 | 7.86 | 5.24 | 6.25 – 6.86 |
| 2029 | 7.05 | 9.32 | 4.79 | 6.37 – 7.74 |
| 2031 | 7.56 | 10.48 | 4.63 | 6.5 – 8.61 |
| 2036 | 8.81 | 12.95 | 4.68 | 6.77 – 10.86 |
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/PER · Country page → · Full brief → · API docs
