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MACD Crossover Backtest MACD – Moving Average Convergence Divergence. The MACD is calculated by subtracting a 26-day moving average of a security's price from a 12-day moving average of its price. The result is an indicator that oscillates above and below zero. When the MACD is above zero, it means the 12-day moving average is higher than the 26-day moving average. This is bullish as it shows that current expectations (i.e., the 12-day moving average) are more bullish than previous expectations (i.e., the 26-day average). This implies a bullish, or upward, shift in the supply/demand lines. When the MACD falls below zero, it means that the 12-day moving average is less than the 26-day moving average, implying a bearish shift in the supply/demand lines. A 9-day moving average of the MACD (not of the security's price) is usually plotted on top of the MACD indicator. This line is referred to as the "signal" line. The signal line anticipates the convergence of the two moving averages (i.e., the movement of the MACD toward the zero line). Let's consider the rational behind this technique. The MACD is the difference between two moving averages of price. When the shorter-term moving average rises above the longer-term moving average (i.e., the MACD rises above zero), it means that investor expectations are becoming more bullish (i.e., there has been an upward shift in the supply/demand lines). By plotting a 9-day moving average of the MACD, we can see the changing of expectations (i.e., the shifting of the supply/demand lines) as they occur. You can change long to short in the Input Settings WARNING: - For purpose educate only - This script to change bars colors.
Strategia Pine Script®
od HPotter
7
Kaufman Moving Average Adaptive (KAMA) Backtest Everyone wants a short-term, fast trading trend that works without large losses. That combination does not exist. But it is possible to have fast trading trends in which one must get in or out of the market quickly, but these have the distinct disadvantage of being whipsawed by market noise when the market is volatile in a sideways trending market. During these periods, the trader is jumping in and out of positions with no profit-making trend in sight. In an attempt to overcome the problem of noise and still be able to get closer to the actual change of the trend, Kaufman developed an indicator that adapts to market movement. This indicator, an adaptive moving average (AMA), moves very slowly when markets are moving sideways but moves swiftly when the markets also move swiftly, change directions or break out of a trading range. You can change long to short in the Input Settings Please, use it only for learning or paper trading. Do not for real trading.
Strategia Pine Script®
od HPotter
1
Vesperis v8.1 by JaeheeVesperis v8.1 by Jaehee Overview This script is a short-side trading strategy designed for trend-following conditions where bearish momentum aligns across multiple independent filters. It does not aim to predict tops or bottoms. Instead, it waits for confirmation that the market has entered a strong downtrend and then manages trades with structured risk controls. Core Components The strategy combines several classical concepts but applies them in a multi-filter consensus framework to reduce false signals: • SSL Hybrid Filter → Defines directional bias using an EMA-based signal line • MOBO Bands (modified Bollinger framework) → Measures volatility compression and breakout expansion • EMA 20/50/100 Alignment → Confirms bearish structure when shorter averages remain under longer ones • ADX Strength Gate → Trades are permitted only when trend strength (Wilder’s ADX) is above a chosen threshold • Heikin Ashi Smoothing → Provides visual clarity and reduces noise in trend recognition • Cooldown Rule → After a losing trade, the system waits a configurable number of bars before re-entry to enforce discipline Risk Management • Take-Profit (TP) and Stop-Loss (SL) are dynamically attached to each entry • TP and SL are ratio-based relative to the entry price • Cooldown logic prevents immediate re-entries after losses • Position sizing is based on percentage of equity, with commissions factored in for realistic simulation Visualization • EMA 20/50/100 ribbon with soft gradient colors • MOBO band plotted with contrasting tones for clarity • SSL baseline overlay • ADX values displayed every 10 bars for contextual strength • Background shading highlights bullish vs bearish trend regimes • Heikin Ashi candle coloring for directional bias emphasis Why This Combination? Each component addresses a different market dimension: • Direction (SSL, EMA alignment) • Volatility & Breakout Context (MOBO Bands) • Strength (ADX filter) • Trade Discipline (Cooldown rule) When layered together, they reduce the chance of acting on a single misleading condition. For example, a close under MOBO support is acted upon only if ADX confirms strong momentum and EMA structure validates a broader bearish regime. This multi-gate approach balances selectivity with responsiveness, aiming for consistent entries during trending phases rather than over-trading in sideways conditions. Important Notes • This script is a strategy, not just an indicator. It performs backtestable entries and exits within TradingView’s framework • Default properties include realistic assumptions: commission, slippage approximation, and percentage-based position sizing • Results will vary by market and timeframe; this tool does not guarantee outcomes and should be combined with independent risk management • Invite-only access ensures controlled distribution Compliance with TradingView House Rules • No external links, promotions, or contact information • Clear explanation of what, how, and why without revealing full code logic • Highlights originality: consensus-based filter design with combined ADX, SSL, MOBO, EMA gating • Provides conceptual and educational value to traders while remaining distinct from classic single-element scripts
Strategia Pine Script®
od Jaehee_H
BANKNIFTY - PRICE ACTION TRADING SYSTEM (BackTestable + Alerts)This study is based on several Price Action parameters of :- • Candle Pattern, • Supply Demands, • Support and Resistance , • Breakouts. ► How To Use This Study ? • Suitable Trade Session for this study 10:15 AM to 02:30 PM ( UTC +05:30) • Buy Whenever a Up Arrow Appears on Chart with text "TYPE: LE". • Sell Whenever a Down Arrow Appears on Chart with text "TYPE: SE". • Exit Buy Whenever a Down Arrow Appears with text "TYPE: LX" After A Buy call and Exit Sell Whenever a up Arrow Appears with text "TYPE: SX" After A Sell Call. • Take Only 1 trade Per Trading Session. Backtest Values Used:- Initial Capital : 1000000 Order Size (Lots) : 1 (Contract) Lots Pyramiding : 0 orders Commission : 0.001% Test Yourself and give feedback. PM us to obtain access.
Strategia Pine Script®
od Algonize
19
Portfolio Backtester [MS]Portfolio Backtester (with rebalancing) for any assets you choose. Simple to use, input any assets and their percentage allocations, choose a rebalance interval, then see how that portfolio performs over time. To compare two or more portfolios, add this indicator multiple times, click and drag one on top of the other (into the same pane), then pin both to the same scale . Its recommended to view this "indicator" on an asset with lots of historical data in order to have the most flexibility in a Start Date. Calculations are limited by chart you're viewing. Settings • Input the portfolio's assets • Input the assets' allocations • Input start and end dates • Set the initial capital investment • Set the rebalancing period (visualized as dots on the chart) • Display Performance label • Display Rebalancing labels Things To Note • The Start Date will be the later of the date you enter and the first candle of the chart you're viewing. • If an asset's data doesn't exist at the start or any rebalance, it's percentage allocation will go to cash. • The backtester calculates purely on asset price, and does not take into account any commissions, fees, dividends, or any other extra additions or deductions. Version 1: only supports whole-shares, and not fractional-shares of assets. PM us with any questions about this indicator.
Wskaźnik Pine Script®
od marketscripters
7
Cuban's MTF Fisher BacktesterA multi-timeframe Fisher indicator that has been updated to Pine version 3, added linear regression and RMA lines with up down colour coding, alert conditions for ease and autoview automatic trading, and a few other little tricks. This indicator will no longer repaint and will provide more accurate signals. I've also added a backtester to allow you to find something that works for you. Just search 'Cuban's MTF Fisher Backtester'. If you would like any features added, DM me on Tradingview or Twitter.
Strategia Pine Script®
od cubantobacco
TradersAI_UTBotCREDITS to @HPotter for the orginal code. CREDITS to @Yo_adriiiiaan for recently publishing the UT Bot study based on the original code - I just added some simple code to turn it into a strategy. Now, anyone can simply add the strategy to their chart to see the backtesting results! While @Yo_adriiiiaan mentions it works best on a 4-hour timeframe or above, I am happy to share that this seems to be working on a 15-minute chart on e-mini S&P 500 Index (using the KeyValue setting at 10)! You can play around with the different settings, and may be you might discover even better settings. Hope this helps. Btw, if any of you play with different settings and discover great settings for a specific instrument, please share them with the community here - it will be rewarded back multiple times!
Strategia Pine Script®
od TradersAICorp
25
[M10] Ichimoku Keltner Channel Scalper [Backtest]Hey all, This script combines a couple of popular indicators to create a reliable yet versatile opportunity to automate trades based on the Ichimoku Cloud. The idea is to use bullish/bearish Ichimoku crossovers to enter positions whilst taking advantage of a modified Keltner Channel to exit these positions at maximum profit. The script has been backtested on various timeframes and proves effective in both trending and ranging markets. I have also added the ability to limit your positions to only long, or short, if this is of preference. An alerts version of this script is also available at no cost on my page - enjoy! Any questions? Let me know!
Strategia Pine Script®
od Matt10Clarke10
3
3Commas Multicoin Scalper LITE [SwissAlgo] Introduction Are you tired of tracking cryptocurrency charts and placing orders manually on your Exchange? The 3Commas Multicoin Scalper LITE is an automated trading system designed to identify and execute potential trading setups on multiple cryptocurrencies ( simultaneously ) on your preferred Exchange (Binance, Bybit, OKX, Gate.io, Bitget) via 3Commas integration. It analyzes price action, volume, momentum, volatility, and trend patterns across two categories of USDT Perpetual coins: the 'Top Major Coins' category (11 established cryptocurrencies) and your Custom Category (up to 10 coins of your choice). The indicator sends real-time trading signals directly to your 3Commas bots for automated execution, identifying both trend-following and contrarian trading opportunities in all market conditions. Trade automatically all coins of one or more selected categories: ---------------------------------------------- What it Does The 3Commas Multicoin Scalper LITE is a technical analysis tool that monitors multiple cryptocurrency pairs simultaneously and connects with 3Commas for signal delivery and execution. Here's how the strategy works: 🔶 Technical Analysis : Analyzes price action, volume, momentum, volatility, and trend patterns across USDT Perpetual Futures contracts simultaneously. 🔶 Pattern Detection : Identifies specific candle patterns and technical confluences that suggest potential trading setups across USDT.P contracts of the selected category. 🔶 Signal Generation : When technical criteria are met at bar close, the indicator creates deal-start signals for the relevant pairs. 🔶 3Commas Integration : Packages these signals and delivers them to 3Commas through TradingView alerts, allowing 3Commas bots to receive specific pair information ('Deal-Start' signals). 🔶 Category Management : Each TradingView alert monitors an entire category, allowing selective activation of different crypto categories. 🔶 Visual Feedback : Provides color-coded candles and backgrounds to visualize technical conditions, with optional pivot points and trend visualization. Candle types Signals ---------------------------------------------- Quick Start Guide 1. Setup 3Commas Bots : Configure two DCA bots in 3Commas (All USDT pairs) - one for LONG positions and one for SHORT positions. 2. Define Trading Parameters : Set your budget for each trade and adjust your preferred sensitivity within the indicator settings. 3. Create Category Alerts : Set up one TradingView alert for each crypto category you want to trade. That's it! Once configured, the system automatically sends signals to your 3Commas bots when predefined trading setups are detected across coins in your selected/activated categories. The indicator scans all coins at bar close (for example, every hour on the 1H timeframe) and triggers trade execution only for those showing technical confluences. Important : Consider your total capital when enabling categories. More details about the setup process are provided below (see paragraph "Detailed Setup & Configuration"). ---------------------------------------------- Built-in Backtesting The 3Commas Multicoin Scalper LITE includes backtesting visualization for each coin. When viewing any USDT Perpetual pair on your chart, you can visualize how the strategy would have performed historically on that specific asset. Color-coded candles and signal markers show past trading setups, helping you evaluate which coins responded best to the strategy. This built-in backtesting capability can support your selection of assets/categories to trade before deploying real capital. As backtesting results are hypothetical and do not guarantee future performance, your research and analysis are essential for selecting the crypto categories/coins to trade. The default strategy settings are: Start Capital 1,000$, leverage 10X, Commissions 0.1% (average Taker Fee on Exchanges for average users), Order Amount 200$ for Longs/Shorts, Slippage 4 Example of backtesting view ---------------------------------------------- Key Features 🔶 Multi-Exchange Support : Compatible with BINANCE, BYBIT, BITGET, GATEIO, and OKX USDT Perpetual markets (USDT.P) 🔶 Category Options : Analyze cryptocurrencies in the Top Major Coins category or create your custom watchlist 🔶 Custom Category Option : Create your watchlist with up to 10 custom USDT Perpetual pairs 🔶 3Commas Integration : Seamlessly connects with 3Commas bots to automate trade entries and exits 🔶 Dual Strategy Approach : Identifies both "trend following" and "contrarian" potential setups 🔶 Confluence-Based Signals : Uses a combination of multiple technical factors - price spikes, price momentum, volume spikes, volume momentum, trend analysis, and volatility spikes - to generate potential trading setups 🔶 Risk Management : Adjustable sensitivity/risk levels, leverage settings, and budget allocation for each trade 🔶 Visual Indicators : Color-coded candles and trading signals provide visual feedback on market conditions 🔶 Trend Indication : Background colors showing ongoing uptrends/downtrends 🔶 Pivot Points & Daily Open : Optional display of pivot points and daily open price for additional context 🔶 Liquidity Analysis : Optional display of high/low liquidity timeframes throughout the trading week 🔶 Trade Control : Configurable limit for the maximum number of signals sent to 3Commas for execution (per bar close and category) 5 Available Exchanges Pick coins/tokens and defined your Custom Category ---------------------------------------------- Methodology 
 The 3Commas Multicoin Scalper LITE utilizes a multi-faceted approach to identify potential trading setups: 1. Price Action Analysis : Detects abnormal price movements by comparing the current candle's range to historical averages and standard deviations, helping identify potential "pump and dump" scenarios or new-trends start 2. Price Momentum : Evaluates the relative strength of bullish vs. bearish price movements over time, indicating the build-up of buying or selling pressure. 3. Volume Analysis: Identifies unusual volume spikes by comparing current volume to historical averages, signaling strong market interest in a particular direction. 4. Volume Momentum : Measures the ratio of bullish to bearish volume, revealing the dominance of buyers or sellers over time. 5. Trend Analysis : Combines EMA slopes, RSI, and Stochastic RSI to determine overall trend direction and strength. 6. Volatility : Monitors the ATR (Average True Range) to detect periods of increased market volatility, which may indicate potential breakouts or reversals 7. Candle Wick Analysis : Evaluates upper and lower wick percentages to detect potential rejection patterns and reversals. 8. Pivot Point Analysis : Uses pivot points (PP, R1-R3, S1-S3) for identifying key support/resistance areas and potential breakout/breakdown levels. 9. Daily Open Reference: Analyzes price action relative to the daily open for potential setups related to price movement vs. the opening price 10. Market Timing/Liquidity : Evaluates high/low liquidity periods, specific days/times of heightened risk, and potential market manipulation timeframes. 11. Boost Factors : Applies additional weight to certain confluence patterns to adjust global scores These factors are combined into a "Global Score" ranging from -1 to +1 , applied at bar close to the newly formed candles. Scores above predefined thresholds (configurable via the Sensitivity Settings) indicate strong bullish or bearish conditions and trigger signals based on predefined patterns. The indicator then applies additional filters to generate specific "Trend Following" and "Contrarian" trading signals. The identified signals are packaged and sent to 3Commas for execution. Pivot Points Trend Background ---------------------------------------------- Who This Strategy Is For The 3Commas Multicoin Scalper LITE may benefit: Crypto Traders seeking to automate their trading across multiple coins simultaneously 3Commas Users looking to enhance their bot performance with technical signals Busy Traders who want to monitor market opportunities without constant chart-watching Multi-strategy traders interested in both trend-following and reversal trading approaches Traders of Various Experience Levels from intermediate traders wanting to save time to advanced traders seeking to optimize their operations Perpetual Futures Traders on major exchanges (Binance, Bybit, OKX, Gate.io, Bitget) Swing and Scalp Traders seeking to identify short to medium-term profit opportunities ---------------------------------------------- Visual Indicators The indicator provides visual feedback through: 1. Candlestick Colors : * Lime: Strong bullish candle (High positive score) * Blue: Moderate bullish candle (Medium positive score) * Red: Strong bearish candle (High negative score) * Purple: Moderate bearish candle (Medium negative score) * Pale Green/Red: Mild bullish/bearish candle 2. Signal Markers : * ↗: Trend following Long signal * ↘: Trend following Short signal * ⤴: Contrarian Long signal * ⤵: Contrarian Short signal 3. Optional Elements : * Pivot Points: Daily support/resistance levels (R1-R3, S1-S3, PP) * Daily Open: Reference price level for the current trading day * Trend Background: Color-coded background suggesting potential ongoing uptrend/downtrend * Liquidity Highlighting: Background colors indicating typical high/low market liquidity periods 4. TradingView Strategy Plots and Backtesting Data : Standard performance metrics showing entry/exit points, equity curves, and trade statistics, based on the signals generated by the script. ---------------------------------------------- Detailed Setup & Configuration The indicator features a user-friendly input panel organized in sequential steps to guide you through the complete setup process. Tooltips for each step provide additional information to help you understand the actions required to get the strategy running. Informative tables provide additional details and instructions for critical setup steps such as 3Commas bot configuration and TradingView alert creation (to activate trading on specific categories). 1. Choose Exchange, Crypto Category & Sensitivity * Select your USDT Perpetual Exchange (BINANCE, BYBIT, BITGET, GATEIO, or OKX) - i.e. the same Exchange connected in your 3Commas account * Choose your preferred crypto category, or define your watchlist * Choose from three sensitivity levels: Default, Aggressive, or Test Mode (test mode is designed to generate more signals, a potentially helpful feature when you are testing the indicator and alerts) 2. Setup 3Commas Bots and integrate them with the algo * Create both LONG and SHORT DCA Bots in 3Commas * Configure bots to accept signals for 'All USDT Pairs' with "TradingView Custom Signal" as deal start condition * Enter your Bot IDs and Email Token in the indicator settings * Set a maximum budget for LONG and SHORT trades * Choose whether to allow LONG trades, SHORT trades, or both, according to your preference and market analysis * Set maximum trades per bar/category (i.e. the max. number of simultaneous signals that the algo may send to your 3Commas bots for execution at every bar close - every hour if you set the 1H timeframe) * Access the detailed setup guide table for step-by-step 3Commas configuration instructions 3Commas integration 3. Choose Visuals * Toggle various optional visual elements to add to the chart: category metrics, fired alerts, coin metrics, daily open, pivot points * Select a color theme: Dark or Light 4. Activate Trading via Alerts * Create TradingView alerts for each category you want to trade * Set alert condition to "3Commas Multicoin Scalper" with "Any alert() function call" * Set the content of the message field to: {{Message}}, deleting the default content shown in this text field, to enable proper 3Commas integration (any other text than {{Message}}, would break the delivery trading signals from Tradingview to 3Commas) * View the alerts setup instruction table for visual guidance on this critical step Alerts Fired Alerts (example at a single bar) Fired Alerts (frequency) Important Configuration Notes Ensure that the TradingView chart's exchange matches your selected exchange in the indicator settings and your 3Commas bot settings. You must configure the same leverage in both the script and your 3Commas bots Your 3Commas bots must be configured for All USDT pairs You must enter the exact Bot IDs and Email Token from 3Commas (these remain confidential - no one, including us, has access to them) If you activate multiple categories without sufficient capital, 3Commas will display " insufficient funds " errors - align your available capital with the number of categories you activate (each deal will use the budget amount specified in user inputs) You are free to set your Take Profit % / trailing on 3Commas We recommend not to use DCA orders (i.e. set the number of DCA orders at zero) Legend of symbols and plots on the chart ---------------------------------------------- FAQs General Questions ❓ Q: What features are included in this indicator? A: This indicator provides access to the "Top Major Coins" category and a custom category option where you can define up to 10 pairs of your choice. It includes multi-exchange support, 3Commas integration, a dual strategy approach, visual indicators, trade controls, and comprehensive backtesting capabilities. The indicator is optimized to manage up to 2 trades per hour/category with leverage up to 10x and trade sizes up to 500 USDT - everything needed for traders looking to automate their crypto trading across multiple pairs simultaneously. ❓ Q: What is Global Score? A: The Global Score serves as a foundation for signal generation. When a candle's score exceeds certain thresholds (defined by your Risk Level setting), it becomes a candidate for signal generation. However, not all high-scoring candles generate trading signals - the indicator applies additional pattern recognition and contextual filters. For example, a strongly positive score (lime candle) in an established uptrend may trigger a "Trend Following" signal, while a strongly negative score (red candle) in a downtrend might generate a "Trend following Short" signal. Similarly, contrarian signals are generated when specific reversal patterns occur alongside appropriate Global Score values, often involving wick analysis and pivot point interactions. This multi-layer approach helps filter out false positives and identify higher-probability trading setups. ❓ Q: What's the difference between "Trend following" and "Contrarian" signals in the script? A: "Trend Following" signals follow the identified trends while "Contrarian" signals anticipate potential trend reversals. ❓ Q: Why don't I see any signals on my chart? A: Make sure you're viewing a USDT Perpetual pair from your selected exchange that belongs to the crypto category you've chosen to analyze. For example, if you've selected the "Top Major Coins" category with Binance as your exchange, you need to view a chart of one of those specific pairs (like BINANCE:BTCUSDT.P) to see signals. If you switch exchanges, for example from Binance to Bybit, you need to pull a Bybit pair on the chart to see backtesting data and signals. ❓ Q: Does this indicator guarantee profits? A: No. Trading cryptocurrencies involves significant risk, and past performance is not indicative of future results. This indicator is a tool to help you identify potential trading setups, but it does not and cannot guarantee profits. ❓ Q: Does this indicator repaint or use lookahead bias? A: No. All trading signals generated by this indicator are based only on completed price data and do not repaint. The system is designed to ensure that backtesting results reflect as closely as possible what you should experience in live trading. While reference levels like pivot points are kept stable throughout the day using lookahead on, the actual buy and sell signals are calculated using only historical data (lookahead off) that would have been available at that moment in time. This ensures reliability and consistency between backtesting and real-time trading performance. Technical Setup ❓ Q: What exchanges are supported? A: The strategy supports BINANCE, BYBIT, BITGET, GATEIO, and OKX USDT Perpetual markets (i.e. all the Exchanges you can connect to your 3Commas account for USDT Perpetual trading, excluding Coinbase Perpetual that offers USDC pairs, instead of USDT). ❓ Q: What timeframe should I use? A: The indicator is optimized for the 1-hour (1H) timeframe but may run on any timeframe. ❓ Q: How many coins can I trade at once? A: You can trade all coins within the selected category. You can activate categories by setting up alerts. ❓ Q: How many alerts do I need to set up? A: You need to set up one alert for each crypto category you want to trade. We recommend starting with one category, testing the results carefully, monitoring performance daily, and perhaps activating additional categories in a second stage. ❓ Q: Are there any specific risk management features built into the indicator? A: Yes, the indicator includes risk management features: adjustable maximum trades per hour/category, the ability to enable/disable long or short signals depending on market conditions, customizable trade size for both long and short positions, and different sensitivity/risk level settings. ❓ Q: What happens if 3Commas can't execute a signal? A: If 3Commas cannot execute a signal (due to insufficient funds, bot offline, etc.), the trade will be skipped. The indicator will continue sending signals for other valid setups, but it doesn't retry failed signals. ❓ Q: Can I run this indicator on multiple charts at once? A: Yes, but it's not necessary. The indicator analyzes all coins in your selected categories regardless of which chart you apply it to. For optimal resource usage, apply it to a single chart of a USDT Perpetual pair from your selected exchange. To stop trading a category, simply delete the alert created for that category. ❓ Q: How frequently does the indicator scan for new signals? A: The indicator scans all coins in your selected categories at the close of each bar (every hour if you selected the 1H timeframe). ---------------------------------------------- ⚠️ 
Disclaimer This indicator is for informational and educational purposes only and does not constitute financial advice. Trading cryptocurrencies involves significant risk, including the potential loss of all invested capital, and past performance is not indicative of future results. Always conduct your own thorough research (DYOR) and understand the risks involved before making any trading decisions. Trading with leverage significantly amplifies both potential profits and losses - exercise extreme caution when using leverage and never risk more than you can afford to lose. The Bot ID and Email Token information are transmitted directly from TradingView to 3Commas via secure connections. No third party or entity will ever have access to this data (including the Author). Do not share your 3Commas credentials with anyone. This indicator is not affiliated with, endorsed by, or sponsored by TradingView or 3Commas.
Strategia Pine Script®
od SwissAlgo
7
Machine Learning RSI Bands V3The Machine Learning RSI Bands V3 is a cutting-edge trading tool designed to provide actionable insights by combining the strength of machine learning with a traditional RSI framework. It adapts dynamically to changing market conditions, offering traders a robust, data-driven approach to identifying opportunities. Let’s break down its functionality and the logic behind each input to give you a clear understanding of how it works and how you can use it effectively. RSI Parameters RSI Source (rsisrc): Choose the data source for RSI calculation, such as the closing price. This allows you to focus on the specific price data that aligns with your trading strategy. RSI Length (rsilen): Set the number of periods used for RSI calculation. A shorter length makes the RSI more reactive to price changes, while a longer length smooths out volatility. These inputs allow you to customize the foundational RSI calculations, ensuring the indicator fits your style of trading. Band Limits Lower Band Limit (lb): Defines the RSI value below which the market is considered oversold. Upper Band Limit (ub): Defines the RSI value above which the market is considered overbought. These settings give you control over the thresholds for market conditions. By adjusting the band limits, you can tailor the indicator to be more or less sensitive to market movements. Sampling and Reaction Settings Target Reaction Size (l): Determines the number of bars used to define pivot points. Smaller values react to shorter-term price movements, while larger values focus on broader trends. Backtesting Reaction Size (btw): Sets the number of bars used to validate signal performance. This ensures signals are only considered valid if they perform consistently within the specified range. Data Format (version): Choose between Absolute (ignoring direction) and Directional (incorporating directional price changes). Sampling Method (sm): Select how the data is analyzed—options include Price Movement, Volume Movement, RSI Movement, Trend Movement, or a Hybrid approach. These settings empower you to refine how the indicator processes and interprets data, whether focusing on short-term price shifts or broader market trends. Signal Settings Signal Confidence Method (cm): Choose between: Threshold: Signals must meet a confidence limit before being generated. Voting: Requires a majority of 5 signal components to confirm a trade. Confidence Limit (cl): Defines the confidence threshold for generating signals when using the Threshold method. Votes Needed (vn): Sets the number of votes required to confirm a trade when using the Voting method. Use All Outputs (fm): If enabled, signals are generated without filtering, providing an unfiltered view of potential opportunities. This section offers a balance between precision and flexibility, enabling you to control the rigor applied to signal generation. How It Works The script uses machine learning models to adaptively calculate dynamic RSI bands. These bands adjust based on market conditions, providing a more responsive and nuanced interpretation of overbought and oversold levels. Dynamic Bands: The lower and upper RSI bands are recalibrated using machine learning to reflect current market conditions. Signals: Long and short signals are generated when RSI crosses these bands, with additional filters applied based on your chosen confidence method and sampling settings. Transparency: Real-time success rates and profit factors are displayed on the chart, giving you clear feedback on the indicator's performance. Why Use Machine Learning RSI Bands V3? This indicator is built for traders who want more than static thresholds and generic signals. It offers: Adaptability: Machine learning dynamically adjusts the indicator to market conditions. Customizability: Each input serves a specific purpose, giving you full control over its behavior. Accountability: With built-in performance metrics, you always know how the tool is performing. This is a tool designed for those who value precision and adaptability in trading.
Wskaźnik Pine Script®
od Future_2x
4
High of Day Low of Day hourly timings: Statistics. Time of day %High of Day (HoD) & Low of Day (LoD) hourly timings: Statistics. Time of day % likelihood for high and low. //Purpose: To collect stats on the hourly occurrences of HoD and LoD in an asset, to see which times of day price is more likely to form its highest and lowest prices. //How it works: Each day, HoD and LoD are calculated and placed in hourly 'buckets' from 0-23. Frequencies and Percentages are then calculated and printed/tabulated based on the full asset history available. //User Inputs: -Timezone (default is New York); important to make sure this matches your chart's timezone -Day start time: (default is Tradingview's standard). Toggle Custom input box to input your own custom day start time. -Show/hide day-start vertical lines; show/hide previous day's 'HoD hour' label (default toggled on). To be used as visual aid for setting up & verifying timezone settings are correct and table is populating correctly). -Use historical start date (default toggled off): Use this along with bar-replay to backtest specific periods in price (i.e. consolidated vs trending, dull vs volatile). -Standard formatting options (text color/size, table position, etc). -Option to show ONLY on hourly chart (default toggled off): since this indicator is of most use by far on the hourly chart (most history, max precision). // Notes & Tips: -Make sure Timezone settings match (input setting & chart timezone). -Play around with custom input day start time. Choose a 'dead' time (overnight) so as to ensure stats are their most meaningful (if you set a day start time when price is likely to be volatile or trending, you may get a biased / misleadingly high readout for the start-of-day/ end-of-day hour, due to price's tendency for continuation through that time. -If you find a time of day with significantly higher % and it falls either side of your day start time. Try adjusting day start time to 'isolate' this reading and thereby filter out potential 'continuation bias' from the stats. -Custom input start hour may not match to your chart at first, but this is not a concern: simply increment/decrement your input until you get the desired start time line on the chart; assuming your timezone settings for chart and indicator are matching, all will then work properly as designed. -Use the the lines and labels along with bar-replay to verify HoD/LoD hours are printing correctly and table is populating correctly. -Hour 'buckets' represent the start of said hour. i.e. hour 14 would be populated if HoD or LoD formed between 14:00 and 15:00. -Combined % is simply the average of HoD % and LoD %. So it is the % likelihood of 'extreme of day' occurring in that hour. -Best results from using this on Hourly charts (sub-hourly => less history; above hourly => less precision). -Note that lower tier Tradingview subscriptions will get less data history. Premium acounts get 20k bars history => circa 900 days history on hourly chart for ES1! -Works nicely on Btc/Usd too: any 24hr assets this will give meaningful data (whereas some commodities, such as Lean Hogs which only trade 5hrs in a day, will yield less meaningful data). Example usage on S&P (ES1! 1hr chart): manual day start time of 11pm; New York timezone; Visual aid lines and labels toggled on. HoD LoD hour timings with 920 days history:
Wskaźnik Pine Script®
od twingall
15
Chandelier Exit ZLSMA StrategyIntroducing a Powerful Trading Indicator: Chandelier Exit with ZLSMA If you're a trader, you know the importance of having the right tools and indicators to make informed decisions. That's why we're excited to introduce a powerful new trading indicator that combines the Chandelier Exit and ZLSMA: two widely-used and effective indicators for technical analysis. The Chandelier Exit (CE) is a popular trailing stop-loss indicator developed by Chuck LeBeau. It's designed to follow the price trend of a security and provide an exit signal when the price crosses below the CE line. The CE line is based on the Average True Range (ATR), which is a measure of volatility. This means that the CE line adjusts to the volatility of the security, making it a reliable indicator for trailing stop-losses. The ZLEMA (Zero Lag Exponential Moving Average) is a type of exponential moving average that's designed to reduce lag and improve signal accuracy. The ZLSMA takes into account not only the current price but also past prices, using a weighted formula to calculate the moving average. This makes it a smoother indicator than traditional moving averages, and less prone to giving false signals. When combined, the CE and ZLSMA create a powerful indicator that can help traders identify trend changes and make more informed trading decisions. The CE provides the trailing stop-loss signal, while the ZLSMA provides a smoother trend line to help identify potential entry and exit points. In our indicator, the CE and ZLSMA are plotted together on the chart, making it easy to see both the trailing stop-loss and the trend line at the same time. The CE line is displayed as a dotted line, while the ZLSMA line is displayed as a solid line. Using this indicator, traders can set their stop-loss levels based on the CE line, while also using the ZLSMA line to identify potential entry and exit points. The combination of these two indicators can help traders reduce their risk and improve their trading performance. In conclusion, the Chandelier Exit with ZLSMA is a powerful trading indicator that combines two effective technical analysis tools. By using this indicator, traders can identify trend changes, set stop-loss levels, and make more informed trading decisions. Try it out for yourself and see how it can improve your trading performance. Warning: The results in the backtest are from a repainting strategy. Don't take them seriously. You need to do a dry live test in order to test it for its useability. - Here is a description of each input field in the provided source code: length: An integer input used as the period for the ATR (Average True Range) calculation. Default value is 1. mult: A float input used as a multiplier for the ATR value. Default value is 2. showLabels: A boolean input that determines whether to display buy/sell labels on the chart. Default value is false. isSignalLabelEnabled: A boolean input that determines whether to display signal labels on the chart. Default value is true. useClose: A boolean input that determines whether to use the close price for extrema calculations. Default value is true. zcolorchange: A boolean input that determines whether to enable rising/decreasing highlighting for the ZLSMA (Zero-Lag Exponential Moving Average) line. Default value is false. zlsmaLength: An integer input used as the length for the ZLSMA calculation. Default value is 50. offset: An integer input used as an offset for the ZLSMA calculation. Default value is 0. - Ty for checking this out and good luck on your trading journey! Likes and comments are appreciated. 👍 -- Credits to: ▪ @everget – Chandelier Exit (CE) ▪ @netweaver2022 – ZLSMA
Strategia Pine Script®
od simwai
5
[MiV] Trading SessionHello, everyone! Today I want to present my new script, which I hope will help not only me! I'm sure that many people, like me, went through such a stage as "building their strategy". This is when you sit and test on the history how you would enter or exit a trade. Recently I was doing the same thing and realized that my "tests" involve night time, when in reality I would be asleep and not trading! So I decided to create an indicator that would display my "working hours" so that the backtest I conduct would be as realistic as possible. Also this indicator is able to display sessions of major exchanges and forex working hours, so it will be useful not only for cryptocurrency lovers. In addition, we don't always trade every day and, for example, I don't trade on Sunday. That's why we added a feature that "turns off" the day and does not highlight it in color if you're not planning to trade on that day. And finally, I added a notification of the beginning and end of the trading session. A small thing, but it may also be a useful feature for those who like to sit at the chart! I will be glad to receive any comments and suggestions! ----- Всем привет! Хочу сегодня представить свой новый скрипт, который, надеюсь, поможет не только мне! Уверен, что многие, как и я, проходили такой этап как "постройка своей стратегии". Это когда ты сидишь и тестируешь на истории то как бы ты входил или выходил из сделки. Вот недавно я ровно также занимался этим и осознал, что мои "тесты" затрагивают и ночное время, когда в реальности я бы спал и не торговал! Поэтому я решил создать индикатор, который будет отображать мои "рабочие часы", чтобы бектест, который я провожу, был максимально реалистичным. Также данный индикатор умеет отображать сессии крупных бирж и время работы форекса, так что полезным он будет не только для любителей криптовалюты. Кроме того, мы же не всегда торгуем каждый день и например я не торгую в воскресенье. Поэтому добавлен функционал, который "выключает" день и не подсвечивает его цветом, если ты в этот день не планируешь торговать. Ну и в заключении, добавил уведомление о начале и завершении торговой сессии. Мелочь, а тоже может быть полезной фичей для тех кто любит засесть за графиком! Буду рад любым замечаниям и предложениям!
Wskaźnik Pine Script®
od mi_vadim
TTP AbsolutnoAbsolutno is a pine script strategy for backtesting DCA bots with a different approach for placing both safety orders and take profit levels. Motivation Using DCA bots with safety orders most of the time is great during bull markets but in bear markets and strong downtrends it can be really challenging to close your deals only relying on safety orders placed based on percentages: price scale and volume scale. In the past we introduced a script called "add funds simulator" that people used for sending alerts to bots to add funds and help closing deals in red. We want to cross the use of TA with the safety orders with the intention of getting better results than statically placed safety orders. What does Absolutno do? Absolutno uses TA for safety orders, both for opening new safety orders and also to define how low they should be placed based on the volatility of the asset. Main features - ATR SO mode: Safety orders can be placed dynamically based on the general volatility of the asset plus the current volatility. - TA based SO entries: Safety orders are only placed when the deal start condition is true not only when the price pulls back below the next safety order price level. This acts like a hybrid between "add funds simulator" and a traditional DCA bot. Once a safety order is filled, the next SO level gets active waiting for a DSC to trigger below the new entry level. - Take profit scale: Traditional DCA bots offer a percentage or TA based exit conditions. Absolutno offers a new mode when you can decide to increase or decrease the TP level with each SO getting filled. For example a value of 1.1 TP scale will cause that each SO getting filled makes the TP% grow 10%. A value of 0.9% will reduce each SO by 10%. The lower the price goes you can "lower your expectation", or if you are filling bullish you can actually increase it. External signal It comes with a built-in deal start condition that uses RSI cross over 30 which is used only for illustration purposes since Absolutno is designed to be used with external signals. Use any external signal to enter a new deal and for adding new safety orders. You can also activate external take profit signal. When external TP is enabled, all TP features from the bot are disabled to only react to what the external signal instructs the bot. Bot integration and alerts Three type of alerts will be sent to the bot: open deal, add funds and close deal. You will need to enter your bot id and email token in the settings. Since this strategy uses add funds: you must be aware that the alerts sent from this strategy will contain the amount of funds to add and therefore the bot receiving these alerts will respect them EVEN if the bot was defined with different SO sizes. Please make sure you fully understand this before using this signal. The base order alerts don't contain funds information so the bot will always use the base order size as defined in its own settings.
Strategia Pine Script®
od TheTradingParrot
15
Divergence Backtester - V2Further attempts to study divergence impact on price in shorter terms. Previous study can be found here: In this script, we are trying to gather the stats based on last two pivot state together. For example, Individual table of Pivot High Projection is as explained below: But, by looking at the bigger picture, we can further estimate following things regarding the current unconfirmed pivot and the new pivot which is yet to be formed.
Wskaźnik Pine Script®
od Trendoscope
12
3C Reversal Filter v1In essence, this strategy is a heavily smoothed range filter. This strategy includes a backtester and ability to connect it with your 3 commas bot(See adviced settings below) The calculation steps below gives an example on how signals are made: 1. Calculating the price movement using ATR, % change, standard deviation etc.. 2. Obtaining the smoothed price using SMA. 3. Obtaining the absolute value of the bar-to-bar change. 4. Applying EMA, twice, to the values in step 3. 5. Obtaining the slow trailing line by multiplying the result of step 4 by 1.618. Think of it as a heavily smoothed price range If the 1.618 value looks familiar, that’s because it’s used in Fibonacci sequences. You can of course experiment with other values. I’ve seen good results with both 2.618 and 4.236 What does the strategy do? 1. Determine Trend Detection 2. Detect Short-Term Momentum 3commas settings: -For now you can only use simple bots. -Create LONG and SHORT bots for the coins you like to trade and set up alerts(You can send long and short signal from the same alert) -Set TP to 50% the strategy will handle buys and exits based on your inputs. -Set safety orders to 0. I might add DCA to the strategy if testing proves that to be a good solution. -When you have made the bots input the bot ID and token adress in the settings of the strategy. -When creating the alert use this webhook :https://3commas.io/trade_signal/trading_view -In the message field you use {{strategy.order.alert_message}} as the placeholder.
Strategia Pine Script®
od Kveie
4
Acrypto - Weighted StrategyHello traders! I have been developing a fully customizable algo over the last year. The algorithm is based on a set of different strategies, each with its own weight (weighted strategy). The set of strategies that I currently use are 5: MACD Stochastic RSI RSI Supertrend MA crossover Moreover, the algo includes STOP losses criteria and a taking profit strategy. The algo must be optimized for the desired asset to achieves its full potential. The 1H and 4H dataframe give good results. The algo has been tested for several asset (same dataframe, different optimization values). Important note: Backtest the algorithm with different data stamps to avoid overfitting results Best, Alberto
Strategia Pine Script®
od accry
202
Zendog V3 backtest DCA bot 3commasMAJOR UPDATE: - Update to Pinescript v5 - MAJOR refactor for the logic of how orders are placed. BO order is placed when the condition is first encountered and we are not in a deal. The extra SO orders (if based on price movement) are all placed on the next candle after BO order, instead of each being placed one after another. Take profit (if percentage) and Stop loss are placed on the first candle after BO order because if BO and TP are on the same candle TV does not execute properly. These changes should improve strategy accuracy when multiple prices are hit by the same candle. - NEW FEATURE: Support to Stop deal using an external indicator (i.e. stop long deal when RSI > 80) - NEW FEATURE: Support to trigger Safety orders using an external indicator (i.e. trigger each additional SO when RSI < 10, regardless of price movement) The price movement logic may be implemented in the indicator that plots start / end signals. The SO size is calculated using the configuration of steps. - NEW FEATURE: Safety order command for 3commas bot. This is implemented using Add funds in the quote currency (for pair BTCUSDT the quote currency is USDT) The SO size is calculated using the configuration of steps, for exact order size (and price) use the built-in Steps table. - NEW FEATURE: Addition of extra columns to the steps table: Required price for TP, Required % change for TP, Required % change for BEP (Breakeven point) - Update to steps table to remove prices when Safety orders are not based on % price change - The code is opensource. I will not be able to sustain merges for the script, but feel free to use and develop your own version and ping me on discord to review them and maybe include in the original script
Strategia Pine Script®
od zendog123
53