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}.
Brazil: 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-2.7
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | -2.74 | -0.64 | -4.84 | -3.21 – -2.26 |
| 2029 | -2.81 | 0.83 | -6.45 | -3.68 – -1.93 |
| 2031 | -2.88 | 1.82 | -7.58 | -4.07 – -1.69 |
| 2036 | -3.06 | 3.59 | -9.7 | -4.9 – -1.21 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed17.94(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 18.82 | 22 | 16.06 | 18.06 – 19.57 |
| 2027 | 20.57 | 26.08 | 15.8 | 18.8 – 22.35 |
| 2029 | 22.33 | 29.44 | 16.17 | 19.53 – 25.13 |
| 2034 | 26.72 | 36.78 | 18 | 21.01 – 32.44 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed2.2T(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 2.7T | 3.2T | 2.3T | 2.6T – 2.8T |
| 2029 | 3T | 3.9T | 2.3T | 2.8T – 3.3T |
| 2031 | 3.3T | 4.4T | 2.3T | 2.9T – 3.7T |
| 2036 | 4T | 5.5T | 2.6T | 3.2T – 4.8T |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed3.42(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 1.32 | 2.92 | -0.07 | 1.03 – 1.61 |
| 2029 | 0.03 | 2.8 | -2.38 | -0.48 – 0.54 |
| 2031 | -1.27 | 2.31 | -4.37 | -1.97 – -0.57 |
| 2036 | -4.51 | 0.55 | -8.9 | -6.07 – -2.94 |
Method: weighted_composite; lookback 6y; horizon 1y; confidence 80%
Latest observed10.3k(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 12.7k | 15.1k | 10.7k | 12.3k – 13.2k |
| 2029 | 14k | 18k | 10.4k | 12.8k – 15.1k |
| 2031 | 15.2k | 20.4k | 10.6k | 13.3k – 17k |
| 2036 | 18.2k | 25.6k | 11.7k | 14.4k – 22k |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed96.5(2026)· IMF DataMapper API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 97.36 | 105.99 | 87.41 | 94.34 – 100.38 |
| 2029 | 99.09 | 114.02 | 81.85 | 91.76 – 106.42 |
| 2031 | 100.81 | 120.09 | 78.56 | 89.36 – 112.26 |
| 2036 | 105.12 | 132.39 | 73.65 | 83.31 – 126.92 |
Method: linear_trend; lookback 10y; horizon 1y; confidence 80%
Latest observed17.65(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 18.41 | 22.2 | 14.62 | 17.53 – 19.28 |
| 2027 | 19.94 | 26.5 | 13.37 | 17.98 – 21.9 |
| 2029 | 21.46 | 29.94 | 12.99 | 18.45 – 24.48 |
| 2034 | 25.28 | 37.27 | 13.3 | 19.4 – 31.16 |
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed4.37(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 3.58 | 7.71 | -0.84 | 2.61 – 4.56 |
| 2029 | 2.18 | 9.33 | -5 | 0.5 – 3.87 |
| 2031 | 0.78 | 10.01 | -5 | -1.34 – 2.91 |
| 2036 | -2.72 | 10.34 | -5 | -5 – 0.61 |
Method: exponential_smoothing; lookback 6y; horizon 1y; confidence 80%
Latest observed16.91(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 16.8 | 18.55 | 15.28 | 16.28 – 17.32 |
| 2027 | 16.65 | 19.68 | 14.02 | 15.41 – 17.88 |
| 2029 | 16.5 | 20.41 | 13.11 | 14.62 – 18.38 |
| 2034 | 16.12 | 21.66 | 11.33 | 12.75 – 19.49 |
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed212m(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 213.7m | 223.8m | 204.4m | 207.1m – 220.4m |
| 2029 | 214.5m | 224.7m | 205.1m | 198.7m – 230.4m |
| 2031 | 215.3m | 225.5m | 205.9m | 190.9m – 239.8m |
| 2036 | 217.3m | 227.6m | 207.8m | 172.2m – 262.4m |
Method: exponential_smoothing; lookback 10y; horizon 1y; confidence 80%
Latest observed0.71(2024)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2025 | 1.11 | 10.59 | -6 | -0.09 – 2.31 |
| 2027 | 1.93 | 15 | -10 | -0.21 – 4.08 |
| 2029 | 2.76 | 15 | -10 | -0.11 – 5.63 |
| 2034 | 4.82 | 15 | -10 | 0.3 – 9.33 |
Method: weighted_composite; lookback 7y; horizon 1y; confidence 80%
Latest observed5.97(2025)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 5.58 | 8.57 | 2.58 | 5.03 – 6.13 |
| 2029 | 3.14 | 8.33 | 0 | 2.19 – 4.08 |
| 2031 | 0.7 | 7.4 | 0 | 0 – 1.8 |
| 2036 | 0 | 9.47 | 0 | 0 – 1.61 |
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/BRA · Country page → · Full brief → · API docs
