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}.
Guatemala: 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 | 3.3 | 7.03 | -0.43 | 2.49 – 4.12 |
| 2029 | 3.51 | 9.96 | -2.95 | 2.02 – 4.99 |
| 2031 | 3.71 | 12.05 | -4.62 | 1.71 – 5.71 |
| 2036 | 4.22 | 16.01 | -7.57 | 1.14 – 7.31 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed15.89(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 15.65 | 18.21 | 13.42 | 15.03 – 16.26 |
| 2027 | 15.15 | 19.59 | 11.31 | 13.79 – 16.51 |
| 2029 | 14.66 | 20.39 | 9.69 | 12.67 – 16.65 |
| 2034 | 13.42 | 21.53 | 6.4 | 10.12 – 16.73 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed113.2bn(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 135.3bn | 142.4bn | 129.1bn | 131.1bn – 139.4bn |
| 2029 | 151.4bn | 161.7bn | 142.5bn | 140.2bn – 162.6bn |
| 2031 | 167.5bn | 180.8bn | 156bn | 148.5bn – 186.6bn |
| 2036 | 207.9bn | 226.7bn | 191.6bn | 164.8bn – 251bn |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed3.65(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 3.79 | 7.06 | 0.95 | 3.18 – 4.39 |
| 2029 | 3.49 | 9.15 | -1.42 | 2.38 – 4.6 |
| 2031 | 3.19 | 10.5 | -3.15 | 1.72 – 4.67 |
| 2036 | 2.44 | 12 | -6.52 | 0.33 – 4.56 |
Method: weighted_composite; lookback 6y; horizon 1y; confidence 80%
Latest observed6.2k(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 7.1k | 7.5k | 6.8k | 6.9k – 7.3k |
| 2029 | 7.8k | 8.4k | 7.3k | 7.2k – 8.4k |
| 2031 | 8.5k | 9.2k | 7.9k | 7.5k – 9.5k |
| 2036 | 10.3k | 11.3k | 9.4k | 8.1k – 12.4k |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed27.6(2026)· IMF DataMapper API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 27.68 | 31.29 | 23.51 | 26.68 – 28.68 |
| 2029 | 27.84 | 34.09 | 20.62 | 25.54 – 30.14 |
| 2031 | 28 | 36.07 | 18.68 | 24.52 – 31.48 |
| 2036 | 28.39 | 39.81 | 15.22 | 22.09 – 34.69 |
Method: linear_trend; lookback 10y; horizon 1y; confidence 80%
Latest observed31.45(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 32.3 | 39.17 | 25.43 | 30.73 – 33.86 |
| 2027 | 33.99 | 45.89 | 22.09 | 30.53 – 37.44 |
| 2029 | 35.68 | 51.04 | 20.31 | 30.47 – 40.88 |
| 2034 | 39.9 | 61.63 | 18.17 | 30.19 – 49.61 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed2.87(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 3.2 | 7.32 | -1.2 | 2.24 – 4.17 |
| 2029 | 4.6 | 11.73 | -3.03 | 2.8 – 6.4 |
| 2031 | 6 | 15.2 | -3.85 | 3.48 – 8.52 |
| 2036 | 9.5 | 22.51 | -4.44 | 5.1 – 13.91 |
Method: exponential_smoothing; lookback 6y; horizon 1y; confidence 80%
Latest observed16.11(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 16.24 | 18.25 | 14.49 | 15.69 – 16.78 |
| 2027 | 16.62 | 20.11 | 13.59 | 15.32 – 17.92 |
| 2029 | 17 | 21.51 | 13.1 | 15 – 19.01 |
| 2034 | 17.96 | 24.34 | 12.44 | 14.18 – 21.75 |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed18.4m(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 18.9m | 19.7m | 18m | 18.3m – 19.4m |
| 2029 | 19.1m | 20m | 18.3m | 17.7m – 20.6m |
| 2031 | 19.4m | 20.3m | 18.6m | 17.2m – 21.6m |
| 2036 | 20.1m | 21.1m | 19.3m | 16m – 24.3m |
Method: exponential_smoothing; lookback 10y; horizon 1y; confidence 80%
Latest observed1.31(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 1.64 | 13.68 | -7.39 | 0.11 – 3.17 |
| 2027 | 2.27 | 15 | -10 | -0.45 – 4.98 |
| 2029 | 2.89 | 15 | -10 | -0.7 – 6.49 |
| 2034 | 4.46 | 15 | -10 | -1.01 – 9.93 |
Method: weighted_composite; lookback 7y; horizon 1y; confidence 80%
Latest observed2.6(2025)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2026 | 2.57 | 3.79 | 1.35 | 2.34 – 2.8 |
| 2028 | 2.5 | 4.62 | 0.39 | 2.06 – 2.95 |
| 2030 | 2.43 | 5.16 | 0 | 1.82 – 3.05 |
| 2035 | 2.26 | 6.12 | 0 | 1.31 – 3.22 |
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/GTM · Country page → · Full brief → · API docs
