AI Forex Forecast & Currency Analysis

Forex — Quantitative Target Prices

Two models, one public scoreboard. Every asset gets a BUY or SELL side with the odds of finishing higher over the next 5 trading days, the limit price to bid and the stop that protects it — refreshed 3x daily.

Loading... Target: — Publicly scored — misses included
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What to do today (5 trading days ahead · two models, one scoreboard)

StrategyBUY above 50% odds of finishing higher, SELL below. Limit orders only, stop attached, 1% of equity at risk per trade.
The order geometry alone loses net of costs (8,770 walk-forward trades). It says where to bid, not whether to — only a real directional edge pays for it, and the live ledger is measuring whether ours has one.
The part that is profitable is elsewhere: a volatility-targeted book, Sharpe 1.11 over eleven years, −14% worst drawdown, no forecast — The Portfolio →

Read this first — what the numbers mean, and what “unvalidated” means

“Unvalidated” is a status, not legal boilerplate. It means this model has not yet beaten a coin flip on a public, out-of-sample, scored record. It keeps a column here because it is being measured in the open: every prediction is booked at its target date, hits and misses. If the live hit rate stays at 50%, the honest conclusion is that the column is worth nothing — and this page will keep saying so. If it climbs meaningfully above 50% over a few hundred scored calls, it graduates. Information, not instruction.

Why no probability here exceeds 55%. Taken literally, our model's raw output sometimes implies “83% chance this falls this week”. Nothing measured on this site supports that confidence: the scored directional record is ~48% over 63 calls, the Kronos backtest was 50.1% over 1,086 predictions, and four pre-committed alpha studies all failed their bars. So every tilt is published on a squashed 45–55% scale — the ranking survives, the overclaim does not. Hover any probability to see the uncapped number.

The three numbers that are genuinely calibrated are the fill odds (how often price comes down/up to your limit), the 80% price range, and the volatility behind both. Those come from 20,000 simulated paths built on each asset's own return history and are verified by walk-forward coverage tests. A probability of direction is a forecast; a probability of travel is arithmetic on volatility — the second is much more reliable, which is why the orders are built around it.

How to trade a row. Place the limit at the entry — never a market order. If price never comes to you, you have no trade that week, and that is a normal outcome. The moment you are filled, set the stop and the take-profit. Risk at most 1% of the account between entry and stop, so every position carries identical risk whatever the asset's volatility.

Model 1 — Swiss Quant (our engine: momentum, volatility, cross-asset and macro features)

Model 2 — Kronos (open-source candlestick foundation model, AAAI 2026, run daily on this server)

Move Probabilities

Where price is likely to end by the horizon: the chance it finishes up at least X%, stays inside ±X%, or finishes down at least X% — the three always add up to 100%. Hover a chip for the touch odds: the chance price trades through that level at least once during the window. Touch odds are what fill a limit order, which is why they can exceed the end odds and why up and down can both happen in the same week.

Forex Pattern Recognition & Economic Analysis

Advanced forex pattern recognition using data provider server FX data and quantitative analysis. Detect trading patterns in major currency pairs with AI-powered insights, real-time economic calendar, and professional forecast models for EUR/USD, GBP/USD, USD/JPY, and more.

📅 Economic Calendar & News 🌐 Live Economic Calendar

⚠️ Important Disclaimer: This platform utilizes data provider server FX API and machine learning algorithms for forex pattern recognition and market analysis. All results are purely informational and educational in nature. This tool does not provide financial advice, investment recommendations, or trading signals. Forex trading involves substantial risk of loss, including the potential loss of your entire investment. Currency markets are highly volatile and influenced by numerous economic and geopolitical factors. Always conduct thorough research and consult with qualified financial advisors before making any trading decisions.

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How Swiss-Quant AI Generates Forex Forecasts

Ensemble FX Prediction Architecture

Swiss-Quant forex forecasts use VotingRegressor ensemble models combining XGBoost, LightGBM, and gradient boosting regressors optimized via BayesSearchCV. The system covers 16+ major and cross currency pairs including EUR/USD, GBP/USD, USD/JPY, USD/CHF, AUD/JPY, NZD/USD, and CAD/JPY, generating 5-day directional forecasts with confidence scoring.

Currency-Specific Feature Engineering

The FX model processes intraday data across four timeframes to compute technical features: RSI divergence patterns, MACD histogram momentum, Bollinger Band mean-reversion signals, Stochastic crossovers, and ADX trend-following filters. Forex-specific features include interest rate differential momentum between currency pairs, carry trade attractiveness scores, and central bank policy divergence metrics.

Macro-Economic Integration

Currency forecasts incorporate key macro drivers: central bank interest rate expectations, inflation differentials (CPI, PPI), employment data (NFP, unemployment rate), trade balance flows, GDP growth differential, and commodity price correlations for resource-linked currencies (AUD, CAD, NZD). The model also tracks DXY dollar index momentum and sovereign yield spread movements as regime indicators.

Walk-Forward Currency Validation

All forex predictions use walk-forward validation with rolling 180-day training windows and purged cross-validation. The model is retrained weekly to capture evolving central bank policy shifts and macro regime changes. Each prediction includes directional accuracy (live scored record published on this page), mean absolute error in pips, and confidence scores calibrated against historical prediction reliability.

Disclaimer: The information provided on this platform is for educational and informational purposes only and does not constitute financial advice, investment advice, or trading advice. Swiss Quant Capital is not a registered investment advisor, broker-dealer, or financial planner. Past performance does not guarantee future results. All investments involve risk, including the possible loss of principal. You should consult with a qualified financial professional before making any investment decisions. The trade ideas and forecasts presented are generated by AI models and should not be relied upon as the sole basis for any investment decision.