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}.
Russia: 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 observed2.9
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 2.53 | 10.02 | -4.95 | 0.97 – 4.1 |
| 2029 | 1.8 | 14.77 | -11.16 | -0.93 – 4.54 |
| 2031 | 1.07 | 17.81 | -15.66 | -2.43 – 4.57 |
| 2036 | -0.75 | 22.91 | -24.42 | -5.74 – 4.24 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed21.92(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 21.1 | 28.49 | 14.7 | 19.71 – 22.5 |
| 2027 | 19.47 | 32.27 | 8.39 | 16.71 – 22.24 |
| 2029 | 17.85 | 34.36 | 3.53 | 14.06 – 21.63 |
| 2034 | 13.78 | 37.13 | 0 | 8.23 – 19.32 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed2.2T(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 2.8T | 3.4T | 2.3T | 2.7T – 2.9T |
| 2029 | 3.2T | 4.1T | 2.4T | 2.9T – 3.5T |
| 2031 | 3.6T | 4.8T | 2.5T | 3.2T – 4T |
| 2036 | 4.5T | 6.3T | 3.1T | 3.6T – 5.5T |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed4.34(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | -0 | 8.93 | -7.75 | -1.51 – 1.5 |
| 2029 | -2.37 | 12 | -10 | -5.06 – 0.33 |
| 2031 | -4.73 | 12 | -10 | -8.44 – -1.02 |
| 2036 | -10 | 12 | -10 | -10 – -3.69 |
Method: weighted_composite; lookback 6y; horizon 1y; confidence 80%
Latest observed14.9k(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 19.7k | 23.5k | 16.4k | 18.9k – 20.4k |
| 2029 | 22.5k | 29.1k | 16.8k | 20.6k – 24.4k |
| 2031 | 25.3k | 33.8k | 18k | 22.3k – 28.4k |
| 2036 | 32.4k | 44.3k | 22k | 25.7k – 39.1k |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed19.1(2026)· IMF DataMapper API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 19.47 | 23.62 | 14.67 | 18.52 – 20.42 |
| 2029 | 20.2 | 27.4 | 11.89 | 18.12 – 22.28 |
| 2031 | 20.93 | 30.23 | 10.2 | 17.83 – 24.04 |
| 2036 | 22.77 | 35.92 | 7.59 | 17.1 – 28.43 |
Method: linear_trend; lookback 10y; horizon 1y; confidence 80%
Latest observed17.59(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 16.98 | 21.69 | 12.26 | 15.98 – 17.97 |
| 2027 | 15.75 | 23.91 | 7.58 | 13.74 – 17.75 |
| 2029 | 14.52 | 25.06 | 3.98 | 11.74 – 17.29 |
| 2034 | 11.44 | 26.35 | 0 | 7.33 – 15.56 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed8.43(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 4.31 | 14.58 | -5 | 1.97 – 6.66 |
| 2029 | -0.03 | 17.75 | -5 | -4.01 – 3.96 |
| 2031 | -4.37 | 18.58 | -5 | -5 – 1.07 |
| 2036 | -5 | 27.45 | -5 | -5 – 2.99 |
Method: exponential_smoothing; lookback 6y; horizon 1y; confidence 80%
Latest observed22.13(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 22.63 | 25.26 | 20.35 | 21.89 – 23.36 |
| 2027 | 23.74 | 28.3 | 19.79 | 21.95 – 25.53 |
| 2029 | 24.85 | 30.74 | 19.76 | 22.02 – 27.68 |
| 2034 | 27.64 | 35.96 | 20.43 | 21.91 – 33.37 |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed143.5m(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 143.3m | 150.1m | 137m | 138.9m – 147.7m |
| 2029 | 142.6m | 149.4m | 136.4m | 132.1m – 153.2m |
| 2031 | 142m | 148.7m | 135.7m | 125.9m – 158.1m |
| 2036 | 140.3m | 146.9m | 134.2m | 111.2m – 169.4m |
Method: exponential_smoothing; lookback 10y; horizon 1y; confidence 80%
Latest observed4.09(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 4.23 | 13.73 | -2.89 | 2.98 – 5.49 |
| 2027 | 4.8 | 15 | -7.55 | 2.51 – 7.08 |
| 2029 | 5.36 | 15 | -10 | 2.27 – 8.44 |
| 2034 | 6.77 | 15 | -10 | 1.93 – 11.61 |
Method: weighted_composite; lookback 7y; horizon 1y; confidence 80%
Latest observed2.13(2025)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 1.9 | 2.72 | 1.08 | 1.74 – 2.05 |
| 2029 | 0.89 | 2.31 | 0 | 0.63 – 1.16 |
| 2031 | 0 | 1.84 | 0 | 0 – 0.36 |
| 2036 | 0 | 2.6 | 0 | 0 – 0.56 |
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/RUS · Country page → · Full brief → · API docs
