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OBV Pyr

Script from: TradingView

Swing

Scalping

Trend following

Momentum

Volume

The "OBV Pyr" strategy utilizes the On-Balance Volume (OBV) indicator to inform pyramid trading on a scalper basis, thriving in bullish markets for BTC during short 1-5 minute chart intervals. It hinges on a specific filter for profitability, and modifications or omissions may alter performance substantially. Optimized for active day traders seeking rapid trades.

Stellar / TetherUS (XLMUSDT)

+ OBV Pyr

@ Daily

2.59

Risk Reward

21.46 %

Total ROI

21

Total Trades

PYTH / TetherUS (PYTHUSDT)

+ OBV Pyr

@ 4 h

2.58

Risk Reward

7.63 %

Total ROI

23

Total Trades

AR / TetherUS (ARUSDT)

+ OBV Pyr

@ Daily

2.06

Risk Reward

6.61 %

Total ROI

16

Total Trades

PYTH / TetherUS (PYTHUSDT)

+ OBV Pyr

@ 1 h

1.17

Risk Reward

12.04 %

Total ROI

233

Total Trades

AR / TetherUS (ARUSDT)

+ OBV Pyr

@ 4 h

1.13

Risk Reward

7.84 %

Total ROI

138

Total Trades

Premium users only

Premium users can access all backtests with a Risk/Reward Ratio > 3

@ 5 min

318,484.40

Risk Reward

79.62 %

Total ROI

26

Total Trades

Premium users only

Premium users can access all backtests with a Risk/Reward Ratio > 3

@ 5 min

12.76

Risk Reward

271.76 %

Total ROI

120

Total Trades

Walmart Inc. (WMT)

+ OBV Pyr

@ 15 min

2.90

Risk Reward

371.33 %

Total ROI

292

Total Trades

Pepsico, Inc. (PEP)

+ OBV Pyr

@ 4 h

2.78

Risk Reward

647.37 %

Total ROI

563

Total Trades

Goldman Sachs Group, Inc. (The) (GS)

+ OBV Pyr

@ 5 min

2.78

Risk Reward

191.55 %

Total ROI

116

Total Trades

Costco Wholesale Corporation (COST)

+ OBV Pyr

@ 15 min

2.72

Risk Reward

351.18 %

Total ROI

250

Total Trades

Applovin Corporation (APP)

+ OBV Pyr

@ 1 h

2.70

Risk Reward

329.78 %

Total ROI

186

Total Trades
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Guide

How does the OBV Pyr strategy work ?

The OBV Pyr trading strategy is an approach that builds upon the OBV scalper previously published, designed to capitalize on short-term price movements. Primarily intended for 1-5 minute charts and particularly profitable with BTC, it employs a pyramid scheme with a maximum of 7 entries and utilizes a mix of EMA filters and OBV indicators for trade signals.

Two Exponential Moving Averages (EMAs) are used as a filter: a fast filter and a slow filter. The strategy allows positions to be entered when the fast EMA is above the slow EMA or when the filter is off, combined with a positive crossover on the On Balance Volume (OBV) moving average.

Orders are placed successively as more signals align with the strategy’s conditions, in a pyramiding fashion—with each entry labeled from "Entry 1" to "Entry 7". For exits, the strategy sets a profit target and loss threshold based on a percentage of the current price.

This strategy allows for direction input ("long", "short", or "all") and employs strict criteria for order entry and exit with defined profit and loss levels. Traders should note that efficacies of strategies like these may vary with market conditions.

How to use the OBV Pyr strategy ?

This trading strategy uses the On-Balance Volume (OBV) indicator with a trend filter based on Exponential Moving Averages (EMAs). It enters a long position when OBV crosses above its own moving average and price is above a fast-moving EMA relative to a slower EMA. Pyramiding is used to add up to 5 additional entries, and it sets profit and loss targets based on percentages of the entry price.

To trade this strategy manually on TradingView:

  • Set up two EMAs on your chart with lengths of 250 (fast EMA) and 500 (slow EMA).
  • Calculate the OBV by subtracting the volume on days the price drops from the volume on days it rises, and plot its 20-period SMA.
  • Enter a long trade when the following conditions are met:
    • The current OBV value crosses above its 20-period SMA.
    • The fast EMA is above the slow EMA (optional filter).
  • Start with a long position when above conditions are first met, then add to the position on each subsequent signal, up to 5 additional entries.
  • Set a profit target at 3% above your entry price and a stop-loss at 10% below your entry price.
  • Each entry should have its own profit target and stop-loss based on the respective entry price.

How to optimize the OBV Pyr trading strategy ?

To enhance the "OBV Pyr" strategy for manual trading on TradingView, consider the following refinement steps:

  • Optimize Indicator Settings: Adjust the lengths of the fast and slow EMAs to match market volatility. Experiment with shorter periods during high volatility for more sensitive trading signals and longer periods to filter out market noise during low volatility conditions.
  • Refine OBV Calculation: Instead of using a simple 20-period SMA of the OBV, try using different moving average types like the Exponential Moving Average or weighted moving average for a more responsive indicator to recent price changes.
  • Incorporate Price Action: Add layers of price action analysis including support/resistance levels, trendlines, and price patterns to confirm OBV signals. Only enter trades when OBV signals coincide with strong price action indications.
  • Adjust Pyramiding Technique: Evaluate the performance of the pyramiding strategy by monitoring the cumulative profit or loss after each added position. Consider using scaling in or out methods where you gradually increase or decrease position sizes based on the success of previous entries.
  • Diversify Profit and Loss Targets: Instead of a flat profit target and stop-loss for each entry, customize these levels based on the volatility expected for the trading session or adjust them dynamically as the trade progresses.
  • Risk Management: Enhance risk control by specifying a maximum percentage of the trading capital to be risked on each trade cycle of the pyramiding strategy. Do not exceed this threshold to maintain sustainability.
  • Analyze Market Context: Consider the overall market trend and sentiment indicators to judge the strength of OBV signals. In a strong trend, OBV signals may be more reliable; in a ranging market, additional confirmation might be necessary to reduce false signals.
  • Backtest Rigorously: Before implementing these enhancements, conduct thorough backtesting over various market conditions to assess their impact on performance. Adjust the strategy based on backtesting outcomes for better real-time results.
  • Record Trades and Review: Keep a detailed log of all trades taken using the manual strategy. Regularly review these trades to identify patterns in success or failure, enabling further refinement of the trading plan.

For which kind of traders is the OBV Pyr strategy suitable ?

This strategy is designed for traders who thrive on active engagement and fast-paced decision-making within the cryptocurrency market. It's particularly well-suited for:

  • Day Traders: With an operational time frame on 1-5 minute charts, this strategy demands constant market monitoring and quick responses to take advantage of short-term price movements.
  • Scalpers: Scalpers seeking to benefit from small price changes will find the use of the On-Balance Volume (OBV) indicator combined with EMA filters particularly advantageous for identifying profitable entry and exit points.
  • Technical Analysis Enthusiasts: Traders who prefer technical over fundamental analysis will appreciate the OBV indicator's reliance on volume data and price trends, critical for informed trade decisions in the strategy.
  • Risk-Takers: The pyramiding aspect of this strategy denotes an aggressive approach to trade size management, suitable for traders comfortable with amplifying stakes on successful positions to maximize potential gains.

The trading style is aggressive and relies on the ability to interpret quick shifts in market sentiment, calling for a high level of discipline and an efficient risk management system to avoid significant losses.

Key Takeaways of OBV Pyr

  • Strategy Essence: Utilizes the On-Balance Volume indicator with EMA filters for frequent intraday trades.
  • Operational Framework: Best for 1-5 minute timescale, aiming at high-velocity, short-term profitability.
  • Trader Suitability: Tailored for day traders and scalpers who are adept at technical analysis and rapid trading.
  • Execution Method: Can be deployed as an automated system via scripts or manually with real-time chart analysis.
  • Manual Trading: Use of EMA crossover signals in conjunction with OBV for entry/exit points.
  • Pyramiding Strategy: Amplifies positions on successive trades which increases both potential return and risk.
  • Risk Management: Essential to set predetermined profit targets and stop-losses, managing exposure per trade.
  • Optimization Tips: Experiment with indicator settings and incorporate price action for confirmation of trade signals.
  • Backtesting: Imperative to test adjustments under various market conditions for refining the strategy.

This strategy is an active trading methodology that prioritizes quick profits from minute-by-minute price changes, primarily in the bitcoin market. Traders need to exercise caution and remain disciplined, especially with the use of pyramiding to manage the scaling of trades effectively.

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