We apply advanced timeseries models and battle-tested technical analysis across thousands of equities — surfacing high-probability signals before the crowd sees them.
Quantitative rigor meets real-time execution
We ingest tick-level and daily OHLCV data across 4,200+ equities, ETFs, and indices. Data is normalized, cleaned, and split-adjusted in real time.
ARIMA, GARCH, Prophet, and LSTM models are run in ensemble. Each model contributes a forecast weighted by rolling accuracy scores and regime detection.
12 technical indicators — RSI, MACD, Bollinger Bands, EMA crosses, ATR, OBV and more — are computed and fused with model forecasts to generate a single directional signal.
Model-generated directional forecasts updated in real time
We compute, weight, and fuse every major technical indicator automatically
Relative Strength Index with adaptive overbought/oversold thresholds tuned per sector.
Signal line crossovers and histogram divergence for trend momentum confirmation.
Volatility envelope with squeeze detection for explosive breakout prediction.
20/50/200-day exponential moving averages for trend identification and support/resistance.
On-Balance Volume to confirm trend strength and detect institutional accumulation patterns.
Average True Range for dynamic stop-loss calibration and position sizing recommendations.
Stochastic oscillator %K/%D for overbought/oversold signals in rangebound markets.
Full Ichimoku analysis including cloud, Tenkan/Kijun cross, and Chikou span signals.
Automated retracement and extension levels from major swing highs and lows.
Machine learning-detected S&R zones with historical touch count and strength ratings.
Volume-Weighted Average Price for intraday trend bias and institutional reference levels.
CNN-based chart pattern recognition for head & shoulders, flags, wedges, and 20+ other patterns.
Every feature engineered for precision and speed
ARIMA, LSTM, Prophet, and GARCH models run in parallel. Ensemble outputs are weighted by regime-aware accuracy scores for maximum precision.
Get notified the moment a model triggers a signal change on any equity in your watchlist — via email, SMS, or push notification.
Every signal is archived with entry/exit price, P&L, and model confidence. Full backtest transparency so you can validate before you trust.
Visualize signal distribution across 11 GICS sectors. Instantly identify where the strongest momentum clusters are forming.
Hidden Markov Models identify bull, bear, and sideways regimes in real time — automatically adjusting indicator weights to fit the current market environment.
Integrate signals directly into your own trading systems. REST API with JSON responses, WebSocket feeds for live signal streaming, and full documentation.
Where EquityForecaster is headed
Join thousands of traders using timeseries intelligence and technical analysis to gain a quantitative edge.
Free early access. No credit card required. Not financial advice.