Poland Consumer Credit
Poland · Monthly series · EC-PL-CCR
Latest, September 2026
882.69B PLN
+0.8% from August 2026
Forecast
Forecast for September 2027: 946.05B PLN, with an 80% interval of 896.44B PLN to 999.65B PLN.
| Period | Forecast | 80% low | 80% high |
|---|---|---|---|
| October 2026 | 888.73B PLN | 883.34B PLN | 894.36B PLN |
| November 2026 | 893.73B PLN | 880.68B PLN | 908.53B PLN |
| December 2026 | 899.15B PLN | 881.96B PLN | 917.39B PLN |
| January 2027 | 904.09B PLN | 878.34B PLN | 931.44B PLN |
| February 2027 | 909.58B PLN | 883.49B PLN | 937.61B PLN |
| March 2027 | 914.50B PLN | 885.53B PLN | 945.11B PLN |
| April 2027 | 919.61B PLN | 894.05B PLN | 946.69B PLN |
| May 2027 | 924.83B PLN | 883.70B PLN | 969.00B PLN |
| June 2027 | 930.58B PLN | 887.11B PLN | 977.27B PLN |
| July 2027 | 935.67B PLN | 894.96B PLN | 979.97B PLN |
| August 2027 | 941.66B PLN | 893.66B PLN | 993.41B PLN |
| September 2027 | 946.05B PLN | 896.44B PLN | 999.65B PLN |
AI confidence
Supported evidenceThe point forecast beat the no-change baseline overall and in a majority of the evaluated tests.
Model: Agentic Investor TSFM (foundation model)
- Accuracy vs naive
- +34%Beats the no-change baseline over 12 tests (12 tests, 8 won)
- Direction
- 79%Beats a coin flip (114 of 144 calls right in 12 tests)
- Turning points
- 0 of 38Anticipated no turn, as the no-change baseline does (38 turns in 12 tests, 2 without a turn)
- Error vs baseline
- 34% lowerError ratio 0.66; 1.00 is a tie.
- Tests won
- 8 / 12Complete rolling backtests; ties count as no win.
- Test period
- 2014-10-01 to 2026-09-0112 observations ahead per test.
- 80% band coverage
- 81%Observed outcomes inside the band across all stored test windows.
- Band coverage uses all stored test windows, including model-selection windows when present; it does not determine the confidence label.
- Evaluated 2026-11-14 against the cached history through 2026-09-01.
- This is an evaluation of the serving model; it does not establish a winner across four model classes.
How this assessment is made
AI confidence describes historical evidence for this forecast, not a probability of being correct. Each backtest fits on data available before its test window. The baseline carries the last value forward. Supported evidence requires at least six complete, non-overlapping tests, an error ratio below 0.90 (rounded to two decimals), and wins in a majority of tests. Ratios from 0.90 to below 1.10 are on par; 1.10 or above is weak evidence. Inconsistent wins produce mixed evidence. For a selected model, only the recent tests excluded from model selection determine this label. These are historical simulations using the available data, not a live trading track record; revisions and foundation-model pretraining can limit how closely they reproduce a past decision. Past performance can change.
Model comparison
Comparison pendingA new ticker first receives its serving model's forecast and evaluation. An eligible nightly batch can compare both candidates, subject to call budgets and retry limits.
Reading
That is the highest of the 120 readings since October 2016.
Recent history (24 observations)
| Period | Value |
|---|---|
| September 2026 | 882.69B PLN |
| August 2026 | 875.79B PLN |
| July 2026 | 869.06B PLN |
| June 2026 | 861.48B PLN |
| May 2026 | 855.34B PLN |
| April 2026 | 848.56B PLN |
| March 2026 | 843.12B PLN |
| February 2026 | 836.58B PLN |
| January 2026 | 833.70B PLN |
| December 2025 | 830.61B PLN |
| November 2025 | 828.34B PLN |
| October 2025 | 824.86B PLN |
| September 2025 | 820.90B PLN |
| August 2025 | 817.10B PLN |
| July 2025 | 813.62B PLN |
| June 2025 | 808.64B PLN |
| May 2025 | 808.88B PLN |
| April 2025 | 805.63B PLN |
| March 2025 | 800.56B PLN |
| February 2025 | 798.36B PLN |
| January 2025 | 797.89B PLN |
| December 2024 | 797.86B PLN |
| November 2024 | 799.22B PLN |
| October 2024 | 798.81B PLN |
Source
Data: public market data feeds.
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Also stored for Poland
- Poland Asylum Applications
- Poland Balance Of Trade
- Poland Banks Balance Sheet
- Poland Building Permits
- Poland Business Confidence Index
- Poland Capacity Utilization
- Poland Capital Flows
- Poland Car Production
- Poland Car Registrations
- Poland Cash Reserve Ratio
- Poland Cement Production
- Poland Central Bank Balance Sheet