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}.
India: 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-2
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | -2.16 | 0.39 | -4.7 | -2.71 – -1.6 |
| 2029 | -2.47 | 1.94 | -6.88 | -3.49 – -1.45 |
| 2031 | -2.79 | 2.91 | -8.48 | -4.17 – -1.4 |
| 2036 | -3.57 | 4.48 | -11.62 | -5.79 – -1.36 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed21.16(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 21.65 | 24.84 | 18.87 | 20.84 – 22.45 |
| 2027 | 22.61 | 28.15 | 17.81 | 20.74 – 24.49 |
| 2029 | 23.58 | 30.73 | 17.39 | 20.67 – 26.49 |
| 2034 | 26 | 36.12 | 17.24 | 20.4 – 31.61 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed3.9T(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 4.3T | 4.7T | 3.9T | 4.2T – 4.4T |
| 2029 | 4.6T | 5.4T | 4T | 4.3T – 5T |
| 2031 | 5T | 5.9T | 4.2T | 4.4T – 5.6T |
| 2036 | 5.9T | 7.2T | 4.8T | 4.7T – 7.1T |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed6.49(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 6.38 | 9.95 | 3.28 | 5.68 – 7.07 |
| 2029 | 5.97 | 12 | 0.61 | 4.65 – 7.29 |
| 2031 | 5.57 | 12 | -1.36 | 3.79 – 7.35 |
| 2036 | 4.57 | 12 | -5.23 | 1.95 – 7.18 |
Method: weighted_composite; lookback 6y; horizon 1y; confidence 80%
Latest observed2.7k(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 2.9k | 3.2k | 2.6k | 2.8k – 3k |
| 2029 | 3.1k | 3.6k | 2.7k | 2.9k – 3.3k |
| 2031 | 3.3k | 3.9k | 2.7k | 2.9k – 3.7k |
| 2036 | 3.8k | 4.7k | 3k | 3k – 4.6k |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed83.4(2026)· IMF DataMapper API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 84.75 | 93.91 | 74.19 | 81.99 – 87.51 |
| 2029 | 87.45 | 103.31 | 69.15 | 80.81 – 94.09 |
| 2031 | 90.15 | 110.63 | 66.53 | 79.79 – 100.51 |
| 2036 | 96.9 | 125.86 | 63.49 | 76.8 – 117 |
Method: linear_trend; lookback 10y; horizon 1y; confidence 80%
Latest observed23.49(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 23.87 | 29.43 | 18.3 | 22.63 – 25.1 |
| 2027 | 24.62 | 34.26 | 14.98 | 21.96 – 27.28 |
| 2029 | 25.38 | 37.82 | 12.93 | 21.44 – 29.31 |
| 2034 | 27.26 | 44.87 | 9.66 | 20.21 – 34.32 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed4.95(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 6.02 | 9.97 | 1.79 | 5.05 – 6.99 |
| 2029 | 9.66 | 16.5 | 2.33 | 7.68 – 11.64 |
| 2031 | 13.3 | 22.13 | 3.84 | 10.28 – 16.32 |
| 2036 | 22.4 | 34.88 | 9.03 | 16.05 – 28.75 |
Method: exponential_smoothing; lookback 6y; horizon 1y; confidence 80%
Latest observed29.9(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 30.01 | 32.79 | 27.61 | 29.08 – 30.94 |
| 2027 | 30.32 | 35.13 | 26.16 | 28.08 – 32.57 |
| 2029 | 30.63 | 36.84 | 25.26 | 27.16 – 34.11 |
| 2034 | 31.41 | 40.19 | 23.81 | 24.9 – 37.93 |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed1.5bn(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 1.5bn | 1.5bn | 1.4bn | 1.4bn – 1.5bn |
| 2029 | 1.5bn | 1.6bn | 1.4bn | 1.4bn – 1.6bn |
| 2031 | 1.5bn | 1.6bn | 1.4bn | 1.3bn – 1.7bn |
| 2036 | 1.5bn | 1.6bn | 1.5bn | 1.2bn – 1.9bn |
Method: exponential_smoothing; lookback 10y; horizon 1y; confidence 80%
Latest observed3.17(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 3.17 | 14.06 | -5.01 | 1.75 – 4.58 |
| 2027 | 3.27 | 15 | -10 | 0.76 – 5.79 |
| 2029 | 3.38 | 15 | -10 | 0.07 – 6.7 |
| 2034 | 3.65 | 15 | -10 | -1.24 – 8.55 |
Method: weighted_composite; lookback 7y; horizon 1y; confidence 80%
Latest observed4.22(2025)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 4.64 | 6.12 | 3.15 | 4.34 – 4.94 |
| 2029 | 4.11 | 6.69 | 1.54 | 3.52 – 4.7 |
| 2031 | 3.58 | 6.91 | 0.26 | 2.79 – 4.38 |
| 2036 | 2.27 | 6.97 | 0 | 1.19 – 3.35 |
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/IND · Country page → · Full brief → · API docs
