EUR/USD
Foreign exchange · Monthly series · FX-EURUSD
Latest, October 2026
1 USD
-1.5% from September 2026
Forecast
Forecast for October 2027: 1 USD, with an 80% interval of 1 USD to 1 USD.
| Period | Forecast | 80% low | 80% high |
|---|---|---|---|
| November 2026 | 1 USD | 1 USD | 1 USD |
| December 2026 | 1 USD | 1 USD | 1 USD |
| January 2027 | 1 USD | 1 USD | 1 USD |
| February 2027 | 1 USD | 1 USD | 1 USD |
| March 2027 | 1 USD | 1 USD | 1 USD |
| April 2027 | 1 USD | 1 USD | 1 USD |
| May 2027 | 1 USD | 1 USD | 1 USD |
| June 2027 | 1 USD | 1 USD | 1 USD |
| July 2027 | 1 USD | 1 USD | 1 USD |
| August 2027 | 1 USD | 1 USD | 1 USD |
| September 2027 | 1 USD | 1 USD | 1 USD |
| October 2027 | 1 USD | 1 USD | 1 USD |
AI confidence
Mixed evidenceThe tests show no consistent, material advantage over the no-change baseline.
Model: Agentic Investor TSFM (foundation model)
- Accuracy vs naive
- -3%Matches the no-change baseline over 6 tests (6 tests, 2 won)
- Direction
- 40%No clear edge over a coin flip (29 of 72 calls right in 6 tests)
- Turning points
- 13 of 30Anticipated some turns (30 turns in 6 tests, 0 without a turn)
- Error vs baseline
- 3% higherError ratio 1.03; 1.00 is a tie.
- Tests won
- 2 / 6Complete recent tests excluded from model selection; ties count as no win.
- Test period
- 2020-11-01 to 2026-10-0112 observations ahead per test.
- 80% band coverage
- 83%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 2026-10-01.
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
4 of 5 models evaluatedModels are selected on older tests and evaluated on separate recent tests. Some candidates failed or returned incomplete tests; the table shows which. An eligible nightly batch can compare four classes, subject to call budgets and retry limits.
Models tested
Agentic Investor TSFM scored lowest on the 6 older tests (1.00) and was chosen. The 6 recent tests played no part in the choice and give its grade (1.03). The search for a model that beats the naive forecast on both sets of tests goes on. Scores are MASE: a model's errors divided by the naive forecast's, so 1 is a tie.
4 model classes completed the tests: Foundation model, Statistical, Machine learning, Neural network.
| Model | Class and compute | Older tests | Recent tests | Role |
|---|---|---|---|---|
| Naive forecast (last value held) | Benchmark · CPU | 1.00 | 1.00 | Benchmark |
| Agentic Investor TSFM (foundation model) | Foundation model · CPU | 1.00 | 1.03 | Serving |
| Exponential smoothing (statistical) | Statistical · CPU | 1.09 | 1.04 | Tested |
| Gradient-boosted trees (machine learning) | Machine learning · CPU | 1.73 | 0.98 | Tested |
| Hierarchical neural network (neural network) | Neural network · CPU | 1.73 | 1.27 | Tested |
| State-space model, 167M (foundation model) | Foundation model · CPU | n/a | n/a | Did not run |
Reading
It is above 45% of the 119 earlier readings since November 2016.
Recent history (24 observations)
| Period | Value |
|---|---|
| October 2026 | 1 USD |
| September 2026 | 1 USD |
| August 2026 | 1 USD |
| July 2026 | 1 USD |
| June 2026 | 1 USD |
| May 2026 | 1 USD |
| April 2026 | 1 USD |
| March 2026 | 1 USD |
| February 2026 | 1 USD |
| January 2026 | 1 USD |
| December 2025 | 1 USD |
| November 2025 | 1 USD |
| October 2025 | 1 USD |
| September 2025 | 1 USD |
| August 2025 | 1 USD |
| July 2025 | 1 USD |
| June 2025 | 1 USD |
| May 2025 | 1 USD |
| April 2025 | 1 USD |
| March 2025 | 1 USD |
| February 2025 | 1 USD |
| January 2025 | 1 USD |
| December 2024 | 1 USD |
| November 2024 | 1 USD |
Source
Data: public market data feeds.
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