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}.
Kyrgyz Republic: 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
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | -8.95 | 26.82 | -30 | -16.39 – -1.51 |
| 2029 | -12.65 | 30 | -30 | -25.9 – 0.6 |
| 2031 | -16.36 | 30 | -30 | -30 – 1.28 |
| 2036 | -25.61 | 30 | -30 | -30 – 1.57 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed43.44(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 45.06 | 58.7 | 33.23 | 42.39 – 47.73 |
| 2027 | 48.28 | 71.92 | 27.8 | 42.59 – 53.98 |
| 2029 | 51.51 | 82.02 | 25.07 | 43.03 – 59.99 |
| 2034 | 59.58 | 102.73 | 22.19 | 43.88 – 75.28 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed17.5bn(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 25.8bn | 29bn | 22.9bn | 24.9bn – 26.6bn |
| 2029 | 31.1bn | 36.8bn | 26.2bn | 28.8bn – 33.4bn |
| 2031 | 36.5bn | 43.8bn | 30.2bn | 32.3bn – 40.6bn |
| 2036 | 49.9bn | 60.3bn | 41bn | 39.6bn – 60.3bn |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed9.04(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 5.42 | 11.44 | 0.19 | 4.32 – 6.51 |
| 2029 | 3.8 | 12 | -5.25 | 1.87 – 5.72 |
| 2031 | 2.18 | 12 | -9.5 | -0.24 – 4.6 |
| 2036 | -1.87 | 12 | -10 | -5.34 – 1.6 |
Method: weighted_composite; lookback 6y; horizon 1y; confidence 80%
Latest observed2.4k(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 3.5k | 3.9k | 3.1k | 3.4k – 3.6k |
| 2029 | 4.2k | 5k | 3.4k | 3.8k – 4.5k |
| 2031 | 4.8k | 5.9k | 3.9k | 4.3k – 5.4k |
| 2036 | 6.6k | 8k | 5.3k | 5.2k – 7.9k |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed37.4(2026)· IMF DataMapper API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 34.6 | 47.07 | 20.22 | 32.13 – 37.07 |
| 2029 | 29.01 | 50.6 | 4.11 | 24.3 – 33.72 |
| 2031 | 23.42 | 51.28 | 0 | 17.26 – 29.58 |
| 2036 | 9.44 | 48.84 | 0 | 1.86 – 17.01 |
Method: linear_trend; lookback 10y; horizon 1y; confidence 80%
Latest observed84.21(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 88.5 | 112.79 | 64.21 | 83.36 – 93.63 |
| 2027 | 97.08 | 139.16 | 55.01 | 85.98 – 108.18 |
| 2029 | 105.67 | 150 | 51.34 | 88.9 – 122.43 |
| 2034 | 127.12 | 150 | 50.3 | 95.02 – 150 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed5(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 11.45 | 18.65 | 3.73 | 9.67 – 13.23 |
| 2029 | 14.81 | 27.28 | 1.44 | 11.33 – 18.28 |
| 2031 | 18.17 | 34.27 | 0.92 | 13.15 – 23.19 |
| 2036 | 26.57 | 49.34 | 2.17 | 17.27 – 35.87 |
Method: exponential_smoothing; lookback 6y; horizon 1y; confidence 80%
Latest observed23.99(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 23.47 | 27.5 | 19.97 | 22.52 – 24.42 |
| 2027 | 22.11 | 29.09 | 16.06 | 20.05 – 24.17 |
| 2029 | 20.75 | 29.76 | 12.94 | 17.8 – 23.7 |
| 2034 | 17.35 | 30.09 | 6.31 | 12.76 – 21.95 |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed7.2m(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 7.4m | 7.7m | 7m | 7.1m – 7.6m |
| 2029 | 7.5m | 7.9m | 7.2m | 7m – 8.1m |
| 2031 | 7.7m | 8m | 7.3m | 6.8m – 8.6m |
| 2036 | 8.1m | 8.5m | 7.7m | 6.4m – 9.8m |
Method: exponential_smoothing; lookback 10y; horizon 1y; confidence 80%
Latest observed5.64(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 7.27 | 15 | -1.9 | 5.62 – 8.91 |
| 2027 | 10.94 | 15 | -4.94 | 7.77 – 14.11 |
| 2029 | 14.62 | 15 | -5.88 | 10.03 – 15 |
| 2034 | 15 | 15 | -10 | 7.77 – 15 |
Method: weighted_composite; lookback 7y; horizon 1y; confidence 80%
Latest observed3.53(2025)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 3.73 | 4.88 | 2.58 | 3.49 – 3.96 |
| 2029 | 3.19 | 5.18 | 1.2 | 2.73 – 3.65 |
| 2031 | 2.65 | 5.22 | 0.08 | 2.04 – 3.25 |
| 2036 | 1.29 | 4.93 | 0 | 0.53 – 2.06 |
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/KGZ · Country page → · Full brief → · API docs
