Skip to main content
🔄

Mean Reversion Pro

Quantitative Arena

Professional mean reversion version with adaptive filters and dynamic position sizing.

Have your own strategy? Free Quick Check, no account — an unfavorable verdict is still a result.

Loading data...

About Mean Reversion Pro

Mean Reversion Pro is an advanced version of classic mean reversion, enhanced with market regime filters and dynamic risk management. Where basic Mean Reversion can get trapped in strong trends, the Pro version first detects the market regime (trend vs range) and only activates mean reversion in favorable conditions. It also integrates an adaptive sizing model based on realized volatility and cross-asset correlation.

How it works

Phase 1: Regime detection (Hurst exponent + ADX). If market is in range (Hurst < 0.5, ADX < 25), activates mean reversion. Phase 2: Calculates z-score and adaptive Bollinger Bands. Phase 3: Buy signal at z-score < -2 if regime confirmed. Dynamic sizing inversely proportional to volatility.

Signals used

Hurst exponent for regime detection. ADX for trend strength. Adaptive z-score. Dynamic Bollinger Bands. Realized volatility (rolling std). BTC/ETH cross-correlation.

Risk level

Low

Strengths

Avoids the strong trend trap through regime filtering. Dynamic sizing reduces risk in volatile periods. Improved and more robust version than classic mean reversion. Higher win rate than basic mean reversion.

Weaknesses

More complex to understand and optimize. Regime filter can delay entries. Fewer trades than the basic version (strict filter). Hurst exponent is sensitive to sample size.

Features

  • Category: QUANT
  • Arena: Arena
  • Available assets: BTC, ETH, SOL, BNB, GOLD, SILVER
  • 24/7 real-time simulation
  • Live Binance data
TradingView Starter
Choose the account path. Prove the strategy separately.
Your first chart and price alert do not require the Lab. Strategy Arena proof remains required before trusting or exporting a strategy.
Partner attribution is for first-time users and web purchases only. Strategy Arena may earn a commission on eligible purchases; starting with a free account needs no payment.
I have never had an account · Start free I already have an account Check a strategy
More TradingView paths
Evidence-gated Pine review

Explore all 74 trading strategies across 4 arenas

🏟️ View all strategies
← Back to arena