ML-powered mean reversion screener combining technical analysis with statistical probabilities
Mean reversion is a trading strategy based on the principle that prices tend to return to their average over time. When a stock becomes extremely oversold (too low) or extremely overbought (too high), there's a high probability it will revert back toward its mean. Markets overreact — fear drives prices too low, greed drives them too high. ReversionRank identifies these extremes before they snap back.
ReversionRank identifies the best mean reversion trading opportunities combining technical analysis with machine learning.
We scan the market looking for assets that have moved too far from their average price, using multiple technical indicators (RSI, Bollinger Bands, NEX).
Our ML model analyzes historical patterns from thousands of successful reversions and assigns a reversion probability to each opportunity (example: 68% probability).
We rank opportunities from highest to lowest probability, so you see the best setups first.
We eliminate false signals using volume confirmation, volatility analysis, and multiple timeframe validation.
A daily ranked list of the best reversion opportunities, each with its ML-calculated probability of success, so you can trade with data-backed confidence, not intuition.
ReversionRank provides two separate rankings with different methodologies:
This ranking is completely technical based on 10+ indicator combinations:
NEX, Z-Score, RSI, Bollinger Bands, MACD Divergence, Volume Analysis, Support/Resistance, Gap Analysis, VIX Regime, Liquidity Filter
Scoring:
• Base Score (0-12): NEX (3pts) + Z-Score (2.5pts) + RSI (2pts) + Bollinger (1.5pts) + ATR (1pt) + Gap (2pts)
• Multipliers (×0.7-1.5): MACD, Volume, Support/Resistance, VIX, Liquidity
• REVERSION BIAS ↑/↓: Rate ≥ 8.0 (extreme)
• Rev Bias ↑/↓: Rate 5.5-7.9 (moderate)
• NEUTRAL: Rate < 5.5 (not actionable)
Best for: Traders who prefer pure technical analysis and clear thresholds
This ranking uses machine learning and historical statistics:
Best for: Data-driven traders who want statistical confidence
Unlike traditional screeners that just show oversold/overbought conditions, ReversionRank uses machine learning trained on thousands of historical reversions to calculate actual probability percentages. You don't just see "oversold" — you see "73% probability of reversion."
Get the best of both worlds: a pure technical ranking for classic indicator-based analysis, and an ML probability ranking for statistical pattern recognition. Use one or cross-reference both.
Most tools focus exclusively on oversold conditions. ReversionRank evaluates both upside and downside statistical extremes, identifying opportunities in any market regime without directional bias.
We don't rely on a single indicator. ReversionRank combines 10+ technical indicators including NEX, RSI, Bollinger Bands, MACD divergence, volume analysis, and support/resistance to reduce false signals.
Every setup includes ATR-based volatility data, providing context on typical price fluctuation, expected movement range, and risk parameters specific to each stock.
We scan 600+ S&P 500 and NASDAQ stocks daily but only surface those with the strongest statistical reversion characteristics. No signal overload. No noise. Just ranked, actionable data.
ReversionRank is a quantitative ranking tool designed to help traders identify statistically significant mean reversion conditions and apply their own decision-making frameworks. We provide the data and probabilities — you make the trading decisions.
Important: ReversionRank provides statistical insights only. It does not offer investment advice or trade signals.
| Feature | ReversionRank | Others |
|---|---|---|
| ML probability rankings | ✅ | ❌ |
| Dual ranking system (Technical + ML) | ✅ | ❌ |
| Both oversold & overbought | ✅ | ❌ |
| 10+ indicator combination | ✅ | ⚠️ 2-3 |
| Daily updates | ✅ | ✅ |
| Price | FREE | $30-100/mo |
Start using ReversionRank for free. No signup required.
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