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}.
Slovakia: forward projections across 17 macro indicators, horizons 2026, 2027, 2028, 2029, 2030, 2031, 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.
Nowcast
Each indicator nowcast from its strongest leading series — inferable from observations already in hand.
For each indicator, Slovakia's strongest leading series is fit by ordinary least squares over their shared observed history, then the leader's already-observed recent values project the target — so the next year or two is inferable from data already in hand. These are nowcasts from a leading correlation: correlation, not causation, and not a guaranteed forecast.
Led by GDP (current US$) by 3 years (it moves withthe target; r = 0.761 over 32 obs).
| Year | Nowcast | Implied by GDP (current US$) in |
|---|---|---|
| 2027 | 61.96 | 2024 (140.9bn) |
Latest observed-3(2026)· IMF DataMapper API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | -3.06 | 4.28 | -10.39 | -4.6 – -1.51 |
| 2029 | -3.17 | 9.53 | -15.87 | -5.92 – -0.43 |
| 2031 | -3.29 | 13.11 | -19.68 | -6.89 – 0.32 |
| 2036 | -3.57 | 19.62 | -26.76 | -8.88 – 1.73 |
Blended 1-yr-ahead-3.08· skill-weighted across models
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed85.09(2025)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2026 | 84.25 | 96.98 | 73.22 | 81.09 – 87.42 |
| 2028 | 82.57 | 104.61 | 63.47 | 75.46 – 89.68 |
| 2030 | 80.88 | 109.34 | 56.22 | 70.35 – 91.42 |
| 2035 | 76.67 | 116.91 | 41.8 | 58.66 – 94.69 |
Blended 1-yr-ahead86.58· skill-weighted across models
Track record±0.19typical miss · 1 realized · 0% MAPE
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed154.5bn(2025)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 177.4bn | 192.9bn | 163.9bn | 171.9bn – 182.9bn |
| 2029 | 198.9bn | 225.8bn | 175.6bn | 184.2bn – 213.6bn |
| 2031 | 220.4bn | 255.2bn | 190.4bn | 195.4bn – 245.5bn |
| 2036 | 274.3bn | 323.4bn | 231.7bn | 217.4bn – 331.2bn |
Blended 1-yr-ahead177.7bn· skill-weighted across models
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed0.81(2025)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | -0.01 | 4.67 | -4.06 | -0.8 – 0.79 |
| 2029 | -1.37 | 6.73 | -8.4 | -2.79 – 0.04 |
| 2031 | -2.74 | 7.73 | -10 | -4.7 – -0.77 |
| 2036 | -6.15 | 8.65 | -10 | -9.6 – -2.7 |
Blended 1-yr-ahead0.13· skill-weighted across models
Method: weighted_composite; lookback 6y; horizon 1y; confidence 80%
Latest observed28.5k(2025)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 32.8k | 35.7k | 30.3k | 31.8k – 33.8k |
| 2029 | 36.8k | 41.8k | 32.5k | 34.1k – 39.5k |
| 2031 | 40.8k | 47.2k | 35.3k | 36.2k – 45.5k |
| 2036 | 50.9k | 59.9k | 43k | 40.3k – 61.5k |
Blended 1-yr-ahead32.9k· skill-weighted across models
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed3.62(2026)· ECB Data Portal API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 3.08 | 5.31 | 0.68 | 2.48 – 3.68 |
| 2029 | 2.43 | 6.29 | 0 | 1.36 – 3.49 |
| 2031 | 2.11 | 7.1 | 0 | 0.71 – 3.5 |
| 2036 | 1.85 | 8.91 | 0 | 0 – 3.89 |
Blended 1-yr-ahead3.67· skill-weighted across models
Method: mean_reversion; lookback 10y; horizon 1y; confidence 80%
Latest observed63(2026)· IMF DataMapper API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 64.45 | 71.45 | 56.37 | 62.34 – 66.56 |
| 2029 | 67.34 | 79.46 | 53.35 | 62.24 – 72.44 |
| 2031 | 70.24 | 85.89 | 52.18 | 62.21 – 78.26 |
| 2036 | 77.47 | 99.6 | 51.94 | 61.4 – 93.54 |
Blended 1-yr-ahead63.77· skill-weighted across models
Method: linear_trend; lookback 10y; horizon 1y; confidence 80%
Latest observed85.25(2025)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2026 | 84.57 | 102.21 | 66.94 | 80.52 – 88.62 |
| 2028 | 83.22 | 113.76 | 52.67 | 74.55 – 91.89 |
| 2030 | 81.86 | 121.29 | 42.43 | 69.28 – 94.45 |
| 2035 | 78.47 | 134.24 | 22.71 | 57.38 – 99.57 |
Blended 1-yr-ahead86.79· skill-weighted across models
Track record±0.23typical miss · 1 realized · 0% MAPE
Method: linear_trend; lookback 8y; horizon 1y; confidence 80%
Latest observed4(2025)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 4.37 | 15.84 | -5 | 1.76 – 6.98 |
| 2029 | 4.65 | 24.51 | -5 | 0.03 – 9.28 |
| 2031 | 4.93 | 30.57 | -5 | -1.15 – 11.01 |
| 2036 | 5.63 | 41.88 | -5 | -3.31 – 14.57 |
Blended 1-yr-ahead3.92· skill-weighted across models
Method: exponential_smoothing; lookback 6y; horizon 1y; confidence 80%
Latest observed3(2026)· ECB Data Portal API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 3.63 | 13.16 | -5 | 1.46 – 5.8 |
| 2029 | 4.23 | 20.75 | -5 | 0.37 – 8.09 |
| 2031 | 4.45 | 25.77 | -5 | -0.63 – 9.53 |
| 2036 | 4.56 | 34.71 | -5 | -2.85 – 11.97 |
Blended 1-yr-ahead2.91· skill-weighted across models
Method: mean_reversion; lookback 10y; horizon 1y; confidence 80%
Latest observed20.53(2025)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2026 | 20.4 | 22.35 | 18.71 | 19.77 – 21.03 |
| 2028 | 20.11 | 23.49 | 17.19 | 18.63 – 21.6 |
| 2030 | 19.83 | 24.19 | 16.05 | 17.58 – 22.08 |
| 2035 | 19.12 | 25.28 | 13.78 | 15.15 – 23.08 |
Blended 1-yr-ahead20.63· skill-weighted across models
Track record±0.01typical miss · 1 realized · 0% MAPE
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed5.4m(2025)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 5.4m | 5.7m | 5.2m | 5.2m – 5.6m |
| 2029 | 5.4m | 5.7m | 5.2m | 5m – 5.8m |
| 2031 | 5.4m | 5.6m | 5.2m | 4.8m – 6m |
| 2036 | 5.4m | 5.6m | 5.1m | 4.3m – 6.5m |
Blended 1-yr-ahead5.4m· skill-weighted across models
Method: exponential_smoothing; lookback 10y; horizon 1y; confidence 80%
Latest observed1.42(2025)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2026 | 1.93 | 9.25 | -3.56 | 0.98 – 2.87 |
| 2028 | 2.96 | 15 | -6.55 | 1.23 – 4.68 |
| 2030 | 3.99 | 15 | -8.29 | 1.62 – 6.35 |
| 2035 | 6.57 | 15 | -10 | 2.62 – 10.51 |
Blended 1-yr-ahead1.53· skill-weighted across models
Track record±0.23typical miss · 1 realized · 16% MAPE
Method: weighted_composite; lookback 7y; horizon 1y; confidence 80%
Latest observed13.7bn(2025)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2026 | 15bn | 16.5bn | 13.5bn | 14.5bn – 15.5bn |
| 2028 | 18.2bn | 20.8bn | 15.6bn | 16.9bn – 19.6bn |
| 2030 | 21.4bn | 24.8bn | 18.1bn | 19bn – 23.9bn |
| 2035 | 29.5bn | 34.2bn | 24.8bn | 23.4bn – 35.6bn |
Blended 1-yr-ahead14.6bn· skill-weighted across models
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed1.54(2025)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2026 | 1.36 | 1.68 | 1.04 | 1.29 – 1.43 |
| 2028 | 1.14 | 1.69 | 0.59 | 1 – 1.28 |
| 2030 | 1.03 | 1.74 | 0.33 | 0.84 – 1.22 |
| 2035 | 0.95 | 1.94 | 0 | 0.63 – 1.26 |
Blended 1-yr-ahead1.65· skill-weighted across models
Method: mean_reversion; lookback 10y; horizon 1y; confidence 80%
Latest observed18.2bn(2025)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2026 | 20bn | 22.3bn | 17.6bn | 19.3bn – 20.6bn |
| 2028 | 24.4bn | 28.5bn | 20.4bn | 22.6bn – 26.3bn |
| 2030 | 28.9bn | 34.1bn | 23.7bn | 25.6bn – 32.2bn |
| 2035 | 40.2bn | 47.5bn | 32.8bn | 31.8bn – 48.5bn |
Blended 1-yr-ahead19.4bn· skill-weighted across models
Method: weighted_composite; lookback 8y; horizon 1y; confidence 80%
Latest observed5.36(2025)· World Bank Indicators API
| Year | Baseline | Optimistic | Pessimistic | Conf. band |
|---|---|---|---|---|
| 2027 | 5.56 | 6.4 | 4.73 | 5.34 – 5.78 |
| 2029 | 5.08 | 6.53 | 3.64 | 4.62 – 5.55 |
| 2031 | 4.61 | 6.47 | 2.74 | 3.95 – 5.26 |
| 2036 | 3.41 | 6.05 | 0.77 | 2.46 – 4.36 |
Blended 1-yr-ahead5.91· skill-weighted across models
Method: linear_trend; lookback 6y; horizon 1y; confidence 80%
Reliability badges show each indicator's best model skill— how much it beats a naive last-value forecast, measured out-of-sample on that series' own observed history (backtested one-step-ahead). A track record, not a guarantee of future accuracy.
Generated by the prediction engine (model prediction-engine-v1) on 2026-08-08 from observed history. Projections, not observations — never a guarantee of future values.
Machine-readable: GET /api/v1/forecast/country/SVK · Country page → · Full brief → · API docs
| 2028 | 64.85 | 2025 (154.5bn) |
| 2029 | 67.91 | 2026 (168.9bn) |
Fit: Govt debt / GDP ≈ 31.9655 + 0·GDP (current US$). Correlation, not causation.
Led by GDP (current US$) by 3 years (it moves inversely tothe target; r = -0.738 over 34 obs).
| Year | Nowcast | Implied by GDP (current US$) in |
|---|---|---|
| 2027 | 5.56 | 2024 (140.9bn) |
| 2028 | 4.49 | 2025 (154.5bn) |
| 2029 | 3.37 | 2026 (168.9bn) |
Fit: Unemployment ≈ 16.6062 + 0·GDP (current US$). Correlation, not causation.
Led by Unemployment by 1 year (it moves inversely tothe target; r = -0.711 over 35 obs).
| Year | Nowcast | Implied by Unemployment in |
|---|---|---|
| 2027 | 121.6bn | 2026 (5.8) |
Fit: GDP (current US$) ≈ 167441622637.4004 + -7905373168.2523·Unemployment. Correlation, not causation.
Led by Real GDP growth by 2 years (it moves inversely tothe target; r = -0.557 over 34 obs).
| Year | Nowcast | Implied by Real GDP growth in |
|---|---|---|
| 2027 | 6.54 | 2025 (0.81) |
| 2028 | 6.66 | 2026 (0.6) |
Fit: CPI inflation ≈ 7.0134 + -0.5884·Real GDP growth. Correlation, not causation.
Machine-readable: GET /api/v1/nowcast/country/SVK?indicator= · API docs
