Relative Strength (Volatility Adjusted)The volatility adjusted relative strength indicator offers a more precise approach to traditional RS indicators by incorporating volatility adjustments into its calculations. This will provide traders with a more nuanced view of relative performance between a selected instrument and a comparison index.
Identifying Relative Strength (RS) and Weakness (RW) against a benchmark like the SPY is crucial for traders, as it highlights institutional activity in an equity, which retail traders rarely achieve on their own. However, the traditional method of simply comparing the rate of change of a stock to the rate of change for the SPY can be flawed. This method often fails to account for the inherent volatility of each stock, leading to misleading RS/RW readings.
Consider two stocks that both move in response to SPY's movements. If SPY moves significantly more than its average (measured by its ATR), and the stock does the same, traditional RS calculations might show strength when, in fact, the stock is just mirroring SPY's increased volatility. For instance, if SPY typically moves $0.25 an hour but suddenly moves $1, and a stock typically moves $0.50 but moves $2, the stock's apparent RS might be overstated, when in reality there is no relative strength for the stock.
By adjusting for volatility using the ATR (Average True Range), we normalize these movements and get a clearer picture of true RS/RW. For example, if SPY moves 5 times its average rate and a stock moves the same multiple of its own ATR, the RS should be considered neutral rather than strong. Similarly if a stock in absolute terms moves $1 while the SPY also moves $1 but the stock usually moves at twice the rate of the SPY, the stock should be considered relatively weak - not neutral.
Usage
Use this to identify stocks with actual strength or weakness compared to the market.
When the RS line is above 0 and above the moving average it indicates a stock with relative strength that is still gaining more strength.
When the RS line is above 0 but above the moving average it indicates a stock with relative strength that is currently losing strength.
When the RS line is below 0 and below the moving average it indicates a stock with relative weakness that is still losing strength.
When the RS line is below 0 but above the moving average it indicates a stock with relative weakness that is starting to gain back some strength.
Cerca negli script per "Relative"
Adaptive Relative StrengthAdaptive Relative Strength shows a line of relative strength with a moving period in relative to Nifty 500 for Indian Market,
by default its 45 days but you can change as per your need or change relative symbol as per your need.
Multiple Relative Strength (Multiple RS) (XP)Multiple Relative Strength (Multiple RS) (XP)
You can see three Relative Strength lines.
The lines are thicker going from RS1 to RS2 to RS3, for differentiation.
Using the three RS, you can see long, medium, and short term performance at once.
relative performanceThis indicator is built to mesure the performance of a stock vs the index of choice. it is best use for the intraday session because it doesn't take gap into account when doing the calculation. This is how i made my math (using AAPL compared to SPY for simplicity)
(change AAPL / ATR AAPL) - (change SPY / ATR SPY) * beta factor * volume factor
change is calculated open to close for each candle instead of close to close. this is why gap does not affect the calculation
blue columns is an instant snap shot of the RP
red and green columns is the moving average of the blue columns
limit is the max value for the blue line when ploting them on the chart but doesn't affect the calculation
option:
indice: default with SPY but could use any stock
moving average choice: let you choose between EMA or SMA green and red columns
rolling average length : number of bar for the moving average
I made an auto adjust for the 5 min chart and the 2 min chart so you can swithc between both chart and have the same average (default value set to 6x 5min and 15x 2 min, giving you the average of the last 30min)
volume weighing let you choose if you want a volume factor or not. volume factor is only going to multiplie the result of the price move. it cannot move it from positive to negative.
this is the calculation
(volume AAPL / volume SMA AAPL) / (volume SPY / volume sma SPY)
meaning that a higher volume on the thicker compared to it's sma while having a lower volume on SPY will give you a big relative performance.
you can choose the number of bar in the average for the volume.
BETA factor work the same way that the volume factor does. you got to manualy enter your beta. default is set to 1.5
table
top line : blue square is you RP value (same has the blue columns bar) and your reference thicker
middle line : pourcentage move from the open (9:30 open) for your stock on the left and the reference on the right
bottom line : beta on the left and volume factor on the right
feel free to ask question or give modification idea!
Relative strength DivergenceThe following indicator uses relative comparison of two assets by the formula n/s3, where n is the t asset on the screen while s3 the underlying assets it is being compared to. The usefulness of the indicator is to primarily compare the assets being traded like BTC (most prominent crypto with largest market cap), with some other crypto like TRX(this has a relatively smaller market cap). Since we get a broader market view through relative comparison of the two assets, the most important function is to find the edge through divergences. Just like RSI the divergences rules would be the same and most important trades would be trades in the direction of the trend along accompanies by divergences that are in line with the trend. Simple divergences work for the best trades with default settings. Although BTCUSD is the default asset to compare with it can be switched with any other asset as well, but it is very much preferred that one uses some type of index as the base asset for comparison. Other than that for simple trading the trend MA crossover can also be used as a signal for simple trend following.
Relative Equal Highs/LowsThis Pine script indicator is designed to create a visual representation of the relative equal highs & lows formed and automatically removed mitigated ones. Unlike indicators designed to show exact equal high/lows this indicator allows a small, configurable degree of variance between price to identify areas where price stops.
Relevance:
Relative Equal highs and lows can serve as valuable tools in identifying potential shifts in trend direction. They come into play when the price hits a support or resistance level and can’t advance further, signaling a possible reversal or pivot point. When the price sufficiently retreats from these levels, relative equal highs and lows can also indicate liquidity draws where buy/sell stops might be positioned, in accordance with SMC/ICT concepts.
How It Works:
The indicator tracks all unmitigated highs & lows within the chart’s present timeframe, limited to the user-defined max bars lookback for optimal performance. If the prices are within the configured variance they are marked as relatively equal and at that point are visually identified by a horizontal line, which connects the two (or more) points of price. Depending on configuration of the indicator, a line is rendered from the 1st, last or both values within the relatively equal range of price. A unique feature of this indicator is its ability to remove the line once the price mitigates the relative equal high/low by falling below the lows or rising above highs. This ensures the chart remains uncluttered and highlights only the currently relevant levels, setting it apart from other indicators providing similar functionality.
Configurability:
The indicator offers five style settings for complete customization of the lines that represent equal highs/lows. These settings include line style, color, and width, along with an option to extend the lines to the right of the chart for enhanced visibility of equal high/low levels. To optimize performance, the indicator allows users to configure the lookback length, determining how far back the price history should be examined. In most instances, the default setting of 500 bars proves more than adequate. Additionally, you can set thresholds via separate configs for stocks & indices that will determine if the price is relatively equal and lastly allow you to configure where the indicator line should be drawn, the first, last or all the values.
Additional notes:
This uses a different approach then my “equal highs/lows” indicator to identify price levels and because it focuses specifically on relative as opposed to exact values it is entirely different and may show “weaker”, but still important levels of liquidity. This indicator is more suited for analysis of stocks and indices or higher-timeframes where price-action rarely forms exact equal values instead more frequently forming almost equal values. My other indicator is more suited for smaller (15m or less) timeframe on indices where exact equal prices are often identical. Depending on situation different indicators should be used.
Relative Trend Index (RTI) by Zeiierman█ Overview
The Relative Trend Index (RTI) developed by Zeiierman is an innovative technical analysis tool designed to measure the strength and direction of the market trend. Unlike some traditional indicators, the RTI boasts a distinctive ability to adapt and respond to market volatility, while still minimizing the effects of minor, short-term market fluctuations.
The Relative Trend Index blends trend-following and mean-reverting characteristics, paired with a customizable and intuitive approach to trend strength, and its sensitivity to price action makes this indicator stand out.
█ Benefits of using this RTI instead of RSI
The Relative Strength Index (RSI) and the Relative Trend Index (RTI) are both powerful technical indicators, each with its own unique strengths.
However, there are key differences that make the RTI arguably more sophisticated and precise, especially when it comes to identifying trends and overbought/oversold (OB/OS) areas.
The RSI is a momentum oscillator that measures the speed and change of price movements and is typically used to identify overbought and oversold conditions in a market. However, its primary limitation lies in its tendency to produce false signals during extended trending periods.
On the other hand, the RTI is designed specifically to identify and adapt to market trends. Instead of solely focusing on price changes, the RTI measures the relative positioning of the current closing price within its recent range, providing a more comprehensive view of market conditions.
The RTI's adaptable nature is particularly valuable. The user-adjustable sensitivity percentage allows traders to fine-tune the indicator's responsiveness, making it more resilient to sudden market fluctuations and noise that could otherwise produce false signals. This feature is advantageous in various market conditions, from trending to choppy and sideways-moving markets.
Furthermore, the RTI's unique method of defining OB/OS zones takes into account the prevailing trend, which can provide a more precise reflection of the market's condition.
While the RSI is an invaluable tool in many traders' toolkits, the RTI's unique approach to trend identification, adaptability, and enhanced definition of OB/OS zones can provide traders with a more nuanced understanding of market conditions and potential trading opportunities. This makes the RTI an especially powerful tool for those seeking to ride long-term trends and avoid false signals.
█ Calculations
In summary, while simple enough, the math behind the RTI indicator is quite powerful. It combines the quantification of price volatility with the flexibility to adjust the trend sensitivity. It provides a normalized output that can be interpreted consistently across various trading scenarios.
The math behind the Relative Trend Index (RTI) indicator is rooted in some fundamental statistical concepts: Standard Deviation and Percentiles.
Standard Deviation: The Standard Deviation is a measure of dispersion or variability in a dataset. It quantifies the degree to which each data point deviates from the mean (or average) of the data set. In this script, the standard deviation is computed on the 'close' prices over a specified number of periods. This provides a measure of the volatility in the price over that period. The higher the standard deviation, the more volatile the price has been.
Percentiles: The percentile is a measure used in statistics indicating the value below which a given percentage of observations in a group falls. After calculating the upper and lower trends for the last 'length' periods and sorting these values, the script uses the 'Sensitivity ' parameter to extract percentiles from these sorted arrays. This is a powerful concept because it allows us to adjust the sensitivity of our signals. By choosing different percentiles (controlled through the 'Sensitivity' parameter), we can decide whether we want to react only to extreme events (high percentiles) or be more reactive and consider smaller deviations from the norm as significant (lower percentiles).
Finally, the script calculates the Relative Trend Index value, which is essentially a normalized measure indicating where the current price falls between the upper and lower trend values. This simple ratio is incredibly powerful as it provides a standardized measure that can be used across different securities and market conditions to identify potential trading signals.
Core Components
Trend Data Count: This parameter denotes the number of data points used in the RTI's calculation, determining the trend length. A higher count captures a more extended market view (long-term trend), providing smoother results that are more resistant to sudden market changes. In contrast, a lower count focuses on more recent data (short-term trend), yielding faster responses to market changes, albeit at the cost of increased susceptibility to market noise.
Trend Sensitivity Percentage: This parameter is employed to select the indices within the trend arrays used for upper and lower trend definitions. By adjusting this value, users can affect the sensitivity of the trend, with higher percentages leading to a less sensitive trend.
█ How to use
The RTI plots a line that revolves around a mid-point of 50. When the RTI is above 50, it implies that the market trend is bullish (upward), and when it's below 50, it indicates a bearish (downward) trend. Furthermore, the farther the RTI deviates from the 50 line, the stronger the trend is perceived to be.
Bullish
Bearish
The RTI includes user-defined Overbought and Oversold levels. These thresholds suggest potential trading opportunities when they are crossed, serving as a cue for traders to possibly buy or sell. This gives the RTI an additional use case as a mean-reversion tool, in addition to being a trend-following indicator.
In short
Trend Confirmation and Reversals: If the percentage trend value is consistently closer to the upper level, it can indicate a strong uptrend. Similarly, if it's closer to the lower level, a downtrend may be in play. If the percentage trend line begins to move away from one trend line towards the other, it could suggest a potential trend reversal.
Identifying Overbought and Oversold Conditions: When the percentage trend value reaches the upper trend line (signified by a value of 1), it suggests an overbought condition - i.e., the price has been pushed up, perhaps too far, and could be due for a pullback, or indicating a strong positive trend. Conversely, when the percentage trend value hits the lower trend line (a value of 0), it indicates an oversold condition - the price may have been driven down and could be set to rebound, or indicate a strong negative trend. Traders often use these overbought and oversold signals as contrarian indicators, considering them potential signs to sell (in overbought conditions) or buy (in oversold conditions). If the RTI line remains overbought or oversold for an extended period, it indicates a strong trend in that direction.
█ Settings
One key feature of the RTI is its configurability. It allows users to set the trend data length and trend sensitivity.
The trend data length represents the number of data points used in the trend calculation. A longer trend data length will reflect a more long-term trend, whereas a shorter trend data length will capture short-term movements.
Trend sensitivity refers to the threshold for determining what constitutes a significant trend. High sensitivity levels will deem fewer price movements as significant, hence making the trend less sensitive. Conversely, low sensitivity levels will deem more price movements as significant, hence making the trend more sensitive.
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Disclaimer
The information contained in my Scripts/Indicators/Ideas/Algos/Systems does not constitute financial advice or a solicitation to buy or sell any securities of any type. I will not accept liability for any loss or damage, including without limitation any loss of profit, which may arise directly or indirectly from the use of or reliance on such information.
All investments involve risk, and the past performance of a security, industry, sector, market, financial product, trading strategy, backtest, or individual's trading does not guarantee future results or returns. Investors are fully responsible for any investment decisions they make. Such decisions should be based solely on an evaluation of their financial circumstances, investment objectives, risk tolerance, and liquidity needs.
My Scripts/Indicators/Ideas/Algos/Systems are only for educational purposes!
Relative Strength and MomentumRelative Strength and Momentum Indicator
Unlock deeper market insights with the Relative Strength and Momentum Indicator—a powerful tool designed to help traders and investors identify the strongest stocks and sectors based on relative performance. This custom indicator displays essential information on relative strength and momentum for up to 15 different symbols, compared against a benchmark index, all within a clear and organized table format.
Key Features:
1. Customizable Inputs: Choose up to 15 symbols to compare, along with a benchmark index, allowing you to tailor the indicator to your trading strategy. The 'Lookback Period' input defines how many weeks of data are analyzed for relative strength and momentum.
2. Relative Strength Calculation: For each selected symbol, the indicator calculates the Relative Strength (RS) against the chosen benchmark. This RS is further refined using an exponential moving average (EMA) to smooth the results, providing a more stable trend overview.
3. Momentum Analysis: Momentum is determined by analyzing the rate of change in relative strength. The indicator calculates a momentum rank for each symbol, based on its relative strength’s improvement or deterioration.
4. Percentile Ranking System: Each symbol is assigned a percentile rank (from 1 to 100) based on its relative strength compared to the others. Similarly, momentum rankings are also assigned from 1 to 100, offering a clear understanding of which assets are outperforming or underperforming.
5. Visual Indicators:
a. Green: Signals improving or stable relative strength and momentum.
b. Red: Indicates declining relative strength or momentum.
c. Aqua: Highlights symbols performing well on both relative strength and momentum—ideal candidates for further analysis.
6. Two Clear Tables:
a. Relative Strength Rank Table: Displays weekly rankings of relative strength for each symbol.
b. Momentum Table: Shows momentum trends, helping you identify which symbols are gaining or losing strength.
7. Color-Coded for Easy Analysis: The tables are color-coded to make analysis quick and straightforward. A green color means the symbol is performing well in terms of relative strength or momentum, while red indicates weaker performance. Aqua marks symbols that are excelling in both areas.
Use Case:
a. Sector Comparison: Identify which sectors or indexes are showing both relative strength and momentum to pick high-potential stocks. This allows you to align with broader market trends for improved trade entries.
b. Stock Selection: Quickly compare symbols within the same sector to find the stronger performers.
Relative Strength Scatter Plot [LuxAlgo]The Relative Strength Scatter Plot indicator is a tool that shows the historical performance of various user-selected securities against a selected benchmark.
This tool is inspired by Relative Rotation Graphs®. Relative Rotation Graphs® is a registered trademark of JOOS Holdings B.V. This script is neither endorsed, nor sponsored, nor affiliated with them.
🔶 USAGE
This tool depicts a simple scatter plot using the relative strength ratio as the X-axis and its momentum as the Y-axis of the user-selected symbols against the selected benchmark.
The graph is divided into four quadrants, and the interpretation of the graph is done depending on where a point is situated on the graph:
A point in the green quadrant would indicate that the security is leading the benchmark in strength, with positive strength momentum.
A point in the yellow quadrant would indicate that the security is leading the benchmark in strength, with negative strength momentum.
A point in the blue quadrant would indicate that the security is lagging behind the benchmark in strength, with positive strength momentum.
A point in the red quadrant would indicate that the security is lagging behind the benchmark in strength, with negative strength momentum.
The trail of each symbol allows the user to see the evolution of the relative strength momentum relative to the relative strength ratio. The length of the trail can be controlled by the "Trail Length" setting.
🔶 DETAILS
Our relative strength ratio estimate is first obtained from the relative strength between the symbol of interest and the benchmark, the result is then smoothed using a linearly weighted moving average (wma). This result is then normalized with a wma of the smoothed relative strength, this ratio is again smoothed with the wma and multiplied by 100.
The relative strength momentum estimate is obtained from the ratio between the previously estimated RS-Ratio and its wma, this ratio is then multiplied by 100.
🔶 SETTINGS
Calculation Window: Calculation window of the RS-Ratio and RS-Momentum metrics.
Symbols: Symbols used for the computation of the graph, each settings line allows us to determine whether the symbol is to be displayed on the graph as well as its color.
Benchmark: Benchmark symbol used for the computation of the graph. Indices are commonly used as a benchmark.
🔹 Graph Settings
Trail Length: Number of past data points to display on the graph for each symbol.
Resolution: Controls the horizontal length of the graph.
Saral Relative StrengthRelative Strength Indicator
### Overview
The Relative Strength (RS) Indicator is a robust tool designed to measure the performance of a security relative to a benchmark or another security. Unlike traditional indicators, this RS Indicator calculates the outperformance or underperformance in percentage terms, providing a clear and concise comparison.
The equation for calculation can be found in the code itself. This equation compares how much a security's price has changed over a given period (len) relative to the change in price of a benchmark over the same period. The result is expressed as a percentage, showing whether the security has outperformed or underperformed the benchmark. A positive RS value indicates outperformance, while a negative value signals underperformance.
Basically, this indicator is an enhanced version of 'Relative Strength' indicator of 'BharatTrader' Sir with added features like automatic divergence plotting, color-coded filled area and sector names for NSE F&O securities. Default values for some of the parameters are based on discussion by Subhadip Nandy Sir in Trader's Talk with Mr. Rohit Katwal.
### Input Parameters:
Source: The price of a security used in the calculation, with the default being the 'close' price.
Comparative Symbol: Ticker ID of the comparative security, with the default set to NIFTY 50.
Period-RS: The period for calculating the RS line, with a default of 22. The RS line measures the relative performance of the security against the benchmark, helping to identify outperformance or underperformance over time.
Period-MA: The period for calculating the Simple Moving Average (SMA) overlay on the RS line, with a default of 11. The SMA provides a smoothed view of the RS line, helping to identify trends more clearly.
Lookback - Zero Line Trend: Zero Line Trend look-back period, used to determine the angle of the RS line, with a default of 5. This parameter influences the color of the Zero Line based on whether the RS line’s angle is positive or negative.
Lookback - Divergence: Divergence look-back period, with a default of 2, used to detect divergence between the price and the RS line.
Display MA Line: Controls the display of the SMA line. When enabled, the SMA line is plotted over the RS line to indicate trend strength.
Toggle RS Color on MA Crossovers: Controls the color of the RS line. If disabled, the RS line is purple. If enabled, the RS line changes color based on its position relative to the SMA: green for RS > MA, red for RS < MA.
Display Zero Line Trend: Controls the display of the Zero Line. If disabled, the Zero Line is black. If enabled, the Zero Line’s color changes to green or maroon based on the RS line’s angle over time.
Display Divergence: Controls the display of divergence dots on the RS line, indicating potential reversal points.
Display Filled Area: Controls whether the area between the Zero Line and the RS line is filled with color. The fill color changes based on the relationship of the RS line with the SMA & Zero Line as given below.
- Dark Green: RS > 0 and RS > MA, indicating strong outperformance.
- Light Green: RS > 0 and RS < MA, indicating weakening outperformance.
- Dark Red: RS < 0 and RS < MA, indicating strong underperformance.
- Light Red: RS < 0 and RS > MA, indicating weakening underperformance.
Display Sector Name: Controls the display of sector names for NSE F&O securities, helping to plot RS with sectoral indices.
### Key Features:
RS Line:
The RS line represents the relative performance of a security against a benchmark over a specified period (default 22). It helps traders identify whether the security is outperforming or underperforming the benchmark.
SMA Overlay:
A Simple Moving Average (SMA) line is plotted over the RS line, with a default period of 11. The SMA provides a smoothed trend of the RS, making it easier to identify consistent performance trends.
Trend-Sensitive Zero Line:
The Zero Line’s color adapts based on the RS line’s trend:
- Green: Positive angle of the RS line, indicating upward momentum.
- Maroon: Negative angle, indicating downward momentum.
The color can be toggled, with an option to display the Zero Line in black.
Divergence Detection:
Automatically detects and highlights divergences.
- Positive Divergence: RS line rises while the price falls, marked by blue dots.
- Negative Divergence: RS line falls while the price rises, marked by black dots.
Color-Coded Fill Area:
The area between the RS line and the Zero Line is filled with color to visually distinguish different market conditions, with Dark and Light colors providing insight into the strength of the performance:
- Dark Green: Indicates strong outperformance (RS > 0 and RS > MA), suggesting the security is showing significant strength compared to the benchmark.
- Light Green: Indicates weakening outperformance (RS > 0 and RS < MA), signaling that while the security is still outperforming, its strength is diminishing.
- Dark Red: Indicates strong underperformance (RS < 0 and RS < MA), showing the security is significantly weaker than the benchmark.
- Light Red: Indicates weakening underperformance (RS < 0 and RS > MA), suggesting the security is still underperforming but may be regaining some strength.
Sectoral Strength:
Displays sector names for NSE F&O securities, helping users to compare the RS of individual securities with their respective sectoral indices. Comparative Security can be changed easily based on this sector name. Users need not to remember sector names for individual securities.
If any security is not categorized in a specific sector, CNX500 has been considered as a default sector for NSE F&O securities. For other securities, NIFTY50 has been considered as a default sector.
63-Day Sector Relative Strength vs NIFTYThis script calculates and displays the 63-day returns of major NSE sectoral indices and their relative strength versus the NIFTY 50.
It,
Covered Indices: CNXIT, CNXAUTO, CNXFMCG, CNXPHARMA, CNXENERGY, CNXMETAL, CNXPSUBANK, CNXINFRA, CNXREALTY, CNXFINANCE, CNXMEDIA, BANKNIFTY, CNXCONSUMPTION, CNXCOMMODITIES
How to use this: Quickly identify which sectors are outperforming or underperforming relative to the NIFTY over the past 63 trading sessions (approx. 3 months).
Relative Performance Areas [LuxAlgo]The Relative Performance Areas tool enables traders to analyze the relative performance of any asset against a user-selected benchmark directly on the chart, session by session.
The tool features three display modes for rescaled benchmark prices, as well as a statistics panel providing relevant information about overperforming and underperforming streaks.
🔶 USAGE
Usage is straightforward. Each session is highlighted with an area displaying the asset price range. By default, a green background is displayed when the asset outperforms the benchmark for the session. A red background is displayed if the asset underperforms the benchmark.
The benchmark is displayed as a green or red line. An extended price area is displayed when the benchmark exceeds the asset price and is set to SPX by default, but traders can choose any ticker from the settings panel.
Using benchmarks to compare performance is a common practice in trading and investing. Using indexes such as the S&P 500 (SPX) or the NASDAQ 100 (NDX) to measure our portfolio's performance provides a clear indication of whether our returns are above or below the broad market.
As the previous chart shows, if we have a long position in the NASDAQ 100 and buy an ETF like QQQ, we can clearly see how this position performs against BTSUSD and GOLD in each session.
Over the last 15 sessions, the NASDAQ 100 outperformed the BTSUSD in eight sessions and the GOLD in six sessions. Conversely, it underperformed the BTCUSD in seven sessions and the GOLD in nine sessions.
🔹 Display Mode
The display mode options in the Settings panel determine how benchmark performance is calculated. There are three display modes for the benchmark:
Net Returns: Uses the raw net returns of the benchmark from the start of the session.
Rescaled Returns: Uses the benchmark net returns multiplied by the ratio of the benchmark net returns standard deviation to the asset net returns standard deviation.
Standardized Returns: Uses the z-score of the benchmark returns multiplied by the standard deviation of the asset returns.
Comparing net returns between an asset and a benchmark provides traders with a broad view of relative performance and is straightforward.
When traders want a better comparison, they can use rescaled returns. This option scales the benchmark performance using the asset's volatility, providing a fairer comparison.
Standardized returns are the most sophisticated approach. They calculate the z-score of the benchmark returns to determine how many standard deviations they are from the mean. Then, they scale that number using the asset volatility, which is measured by the asset returns standard deviation.
As the chart above shows, different display modes produce different results. All of these methods are useful for making comparisons and accounting for different factors.
🔹 Dashboard
The statistics dashboard is a great addition that allows traders to gain a deep understanding of the relationship between assets and benchmarks.
First, we have raw data on overperforming and underperforming sessions. This shows how many sessions the asset performance at the end of the session was above or below the benchmark.
Next, we have the streaks statistics. We define a streak as two or more consecutive sessions where the asset overperformed or underperformed the benchmark.
Here, we have the number of winning and losing streaks (winning means overperforming and losing means underperforming), the median duration of each streak in sessions, the mode (the number of sessions that occurs most frequently), and the percentages of streaks with durations equal to or greater than three, four, five, and six sessions.
As the image shows, these statistics are useful for traders to better understand the relative behavior of different assets.
🔶 SETTINGS
Benchmark: Benchmark for comparison
Display Mode: Choose how to display the benchmark; Net Returns: Uses the raw net returns of the benchmark. Rescaled Returns: Uses the benchmark net returns multiplied by the ratio of the benchmark and asset standard deviations. Standardized Returns: Uses the benchmark z-score multiplied by the asset standard deviation.
🔹 Dashboard
Dashboard: Enable or disable the dashboard.
Position: Select the location of the dashboard.
Size: Select the dashboard size.
🔹 Style
Overperforming: Enable or disable displaying overperforming sessions and choose a color.
Underperforming: Enable or disable displaying underperforming sessions and choose a color.
Benchmark: Enable or disable displaying the benchmark and choose colors.
Relative Performance Tracker [QuantAlgo]🟢 Overview
The Relative Performance Tracker is a multi-asset comparison tool designed to monitor and rank up to 30 different tickers simultaneously based on their relative price performance. This indicator enables traders and investors to quickly identify market leaders and laggards across their watchlist, facilitating rotation strategies, strength-based trading decisions, and cross-asset momentum analysis.
🟢 Key Features
1. Multi-Asset Monitoring
Track up to 30 tickers across any market (stocks, crypto, forex, commodities, indices)
Individual enable/disable toggles for each ticker to customize your watchlist
Universal compatibility with any TradingView symbol format (EXCHANGE:TICKER)
2. Ranking Tables (Up to 3 Tables)
Each ticker's percentage change over your chosen lookback period, calculated as:
(Current Price - Past Price) / Past Price × 100
Automatic sorting from strongest to weakest performers
Rank: Position from 1-30 (1 = strongest performer)
Ticker: Symbol name with color-coded background (green for gains, red for losses)
% Change: Exact percentage with color intensity matching magnitude
For example, Rank #1 has the highest gain among all enabled tickers, Rank #30 has the lowest (or most negative) return.
3. Histogram Visualization
Adjustable bar count: Display anywhere from 1 to 30 top-ranked tickers (user customizable)
Bar height = magnitude of percentage change.
Bars extend upward for gains, downward for losses. Taller bars = larger moves.
Green bars for positive returns, red for negative returns.
4. Customizable Color Schemes
Classic: Traditional green/red for intuitive interpretation
Aqua: Blue/orange combination for reduced eye strain
Cosmic: Vibrant aqua/purple optimized for dark mode
Custom: Full personalization of positive and negative colors
5. Built-In Ranking Alerts
Six alert conditions detect when rankings change:
Top 1 Changed: New #1 leader emerges
Top 3/5/10/15/20 Changed: Shifts within those tiers
🟢 Practical Applications
→ Momentum Trading: Focus on top-ranked assets (Rank 1-10) that show strongest relative strength for trend-following strategies
→ Market Breadth Analysis: Monitor how many tickers are above vs. below zero on the histogram to gauge overall market health
→ Divergence Spotting: Identify when previously leading assets lose momentum (drop out of top ranks) as potential trend reversal signals
→ Multi-Timeframe Analysis: Use different lookback periods on different charts to align short-term and long-term relative strength
→ Customized Focus: Adjust histogram bars to show only top 5-10 strongest movers for concentrated analysis, or expand to 20-30 for comprehensive overview
Relative Strength TableRelative Strength Table
1. Overview and Key Features
The Relative Strength Table is an indicator that compares multiple tickers against a benchmark (default: SPY) and displays their relative strength.
It is designed to help analyze stock leadership, sector trends, and portfolio performance in one consolidated table.
You can freely input up to 20 tickers from the Inputs panel, allowing flexible comparisons.
(If 20 tickers feel too limited, let me know in the comments — I’ll expand it.)
2. How the RS Percentile Is Calculated and What It Means
The RS Percentile shows how strong the current price ratio is compared to past data, expressed as a percentile rank.
First, the indicator calculates the price ratio by dividing the ticker’s close by the benchmark’s close.
Then, it compares the latest ratio with historical ratio data and determines its percentile value.
Examples:
・80% or higher → relatively strong
・Around 50% → neutral
・40% or below → relatively weak
3. Indicator Features and Customization
3-1. RS Lookback Settings
You can set up to four lookback periods for RS calculation and customize the bar count for each.
Default values are 5, 21, 63, and 126 bars.
You can choose which column to sort by, and the selected column is marked with an asterisk.
Each RS column can be shown or hidden individually via checkboxes.
3-2. Visual Highlight Settings
Relative strength can be color-coded for clarity.
You can freely customize:
・Highlight colors
・Threshold values
・On/off toggles for each highlight layer
3-3. Default Tickers and Reset Function
These 16 sector ETFs are included as the default ticker set:
QQQ, QQQE, RSP, DIA, IWM, XLV, XLE, XLF, XLRE, XLB, XLP, XLU, XLY, XLK, XLC, XLI
You can return to the default list anytime by pressing the refresh button next to the ticker fields.
4. Use Cases and Analysis Examples
4-1. Sector Rotation Analysis
By comparing RS across multiple periods, you can easily identify:
・Sectors gaining short-term strength
・Sectors with steady long-term inflows
A sharp rise in short-term RS may signal the early stages of a rotation.
4-2. Identifying Leaders Within a Sector
You can compare up to 20 tickers at once, making it easy to spot true sector leaders.
4-3. Objective Evaluation of Portfolio Holdings
By entering your portfolio tickers, you can instantly see:
・Whether each name is outperforming or underperforming
・Which timeframes show strength
・How each ticker compares to the benchmark
RS.ROC | Relative Strength - Rate of Changes - 4CR CUPFor completeness of Relative Strength studies, the Relative Strength based on rate of changes (ROC) with weighting is coded and presented as well.
The RS.ROC is similar to the formulation of RS by IBD before rank among all the stocks in the market.
The lookback period is relaxed for customizing. Once you set the total lookback period, representing the 4Q, in the indicator, the other shorter lookback periods will be auto-calculated, namely, 1Q, 2Q, 3Q.
A simple moving average of the RS.ROC is also added for your easier analysis on the trend development of the strength.
To use it later at your charting later,
1. Favorite it;
2. Select from your favorite list.
Relative Strength(RSMK) + Perks - Markos KatsanosIf you are desperately looking for a novel RSI, this isn't that. This is another lesser known novel species of indicator. Hot off the press, in multiple stunning color schemes, I present my version of "Relative Strength (RSMK)" employing PSv4.0, originally formulated by Markos Katsanos for TASC - March 2020 Traders Tips. This indicator is used to compare performance of an asset to a market index of your choosing. I included the S&P 500 index along side the Dow Jones and the NASDAQ indices selectively by an input() in "Settings". You may comparatively analyze other global market indices by adapting the code, if you are skilled enough in Pine to do so.
With this contribution to the Tradingview community, also included is MY twin algorithmic formulation of "Comparative Relative Strength" as a supplementary companion indicator. They are eerily similar, so I decided to include it. You may easily disable my algorithm within the indicator "Settings". I do hope you may find both of them useful. Configurations are displayed above in multiple scenarios that should be suitable for most traders.
As always, I have included advanced Pine programming techniques that conform to proper "Pine Etiquette". For those of you who are newcomers to Pine Script, this script may also help you understand advanced programming techniques in Pine and how they may be utilized in a most effective manner. Utilizing the "Power of Pine", I included the maximum amount of features I could surmise in an ultra small yet powerful package, being less than a 60 line implementation at initial release.
Unfortunately, there are so many Pine mastery techniques included, I don't have time to write about all of them. I will have to let you discover them for yourself, excluding the following Pine "Tricks and Tips" described next. Of notable mention with this release, I have "overwritten" the Pine built-in function ema(). You may overwrite other built-in functions too. If you weren't aware of this Pine capability, you now know! Just heed caution when doing so to ensure your replacement algorithms are 100% sound. My ema() will also accept a floating point number for the period having ultimate adjustability. Yep, you heard all of that properly. Pine is becoming more impressive than `impressive` was originally thought of...
Features List Includes:
Dark Background - Easily disabled in indicator Settings->Style for "Light" charts or with Pine commenting
AND much, much more... You have the source!
The comments section below is solely just for commenting and other remarks, ideas, compliments, etc... regarding only this indicator, not others. When available time provides itself, I will consider your inquiries, thoughts, and concepts presented below in the comments section, should you have any questions or comments regarding this indicator. When my indicators achieve more prevalent use by TV members, I may implement more ideas when they present themselves as worthy additions. As always, "Like" it if you simply just like it with a proper thumbs up, and also return to my scripts list occasionally for additional postings. Have a profitable future everyone!
Relative Performance Binary FilterDescription:
This indicator monitors the relative performance of 30 selected crypto assets and generates a binary signal for each: 1 if the asset’s price has increased above a user-defined threshold over a specified lookback period, 0 otherwise. The script produces a JSON-formatted output suitable for webhooks, allowing you to send the signals to external applications like Google Sheets.
Key Features:
Configurable lookback period, price source, and performance threshold.
Supports confirmed or real-time bar data.
Monitors 30 crypto assets simultaneously.
Produces a one-line JSON output with batch grouping for easy webhook integration.
Includes an optional visual sum plot showing how many assets are above the threshold at any time.
Use Cases:
Automate performance tracking across multiple crypto assets.
Feed binary signals into external dashboards, trading bots, or Google Sheets.
Quickly identify which assets are outperforming a set threshold.
CANSLIM IBD Relative Strength NIFTYSMLCAP250 (Daily & Weekly)This Pine Script (written in version 5) is designed to calculate the IBD Relative Strength for both daily and weekly timeframes, comparing the current chart's security to the NIFTY SMLCAP 250 index. Here's a breakdown of the code:
1. Indicator Initialization: This line sets up the indicator with both a short and full title. The overlay=true means the plot will be drawn on top of the price chart.
2. Fetching Data: This fetches the daily ("D") and weekly ("W") close prices for the NIFTY SMLCAP 250 index.
3. Relative Strength Calculation: Relative strength is calculated as the ratio of the security's current close price to the close price of the NIFTY SMLCAP 250, multiplied by 100 for both daily and weekly timeframes.
4. Timeframe-Based Selection: Here, the script checks whether the chart is in daily or weekly mode and selects the corresponding relative strength value.
5. Scaling with Multiplier: This section ensures there are at least 60 bars of data and scales the relative strength by using a multiplier derived from the 60th previous bar's close price.
6. Plotting: Finally, the scaled relative strength is plotted on the chart in black.
Improvements :
Dynamic Timeframe Handling: You might want to extend this for other timeframes, e.g., monthly.
Customization: You can add user input parameters to adjust the timeframe, scale factor, or period dynamically.
Color Enhancements: You can add color variation to indicate strength/weakness more clearly.
Percentage Relative StrengthA relative strength indicator that compares your main symbol (one on your chart) strength to another symbol by percentage.
The result is plotted as a histogram showing which symbol is rising or falling more in percentage.
In case your chart symbol is TSLA (Tesla) and the indicator 'Symbol to compare' is SPX:
GREEN area (above zero) means TSLA is rising more than the SPX.
RED area (below zero) means TSLA is falling more than the SPX.
To these who wants to understand calculation, it's pretty straightforward.
For each asset we calculate everyday percentage change based on previous close and current close.
We take main asset (chart symbol) percentage and subtract it from percent of change of the symbol we want to compare to.
Result are smoothed by SMA (Simple Moving Average)
You can select different indexes or cfds such as S&P500 (SPX), NASDAQ 100 (NSX), RUSSELL 2000 (RUT) and NASDAQ (IXIC).
Default is S&P 500 (SPX).
Enjoy and Like if you like.
JSE Top 40 Comparative Relative Strength RSI OscillatorThis code is the result of an idea by @MarcoOlivano. The question was that if putting the comparative relative strength as an RSI oscillator would help in understanding the relative strength of the stock to the overall market? As we both trade the JSE I have made the JSE:J200 or Top 40 the basis for comparison. This can be changed in the settings dropdown if you want to compare with the All Share Index (JSE:J201) or other markets such as the S&P.
On the chart above I have included the Comparative Relative Strength as a reference together with the Comparative Relative Strength RSI.
If you use the indicator or adapt it please let me know if it works for you, how you use it and if it has any value.
Relative Strength Price Oscillator Indicator (RS PPO)Percentage Price Oscillator (PPO)
The Percentage Price Oscillator (PPO) is a momentum oscillator that measures the difference between two moving averages as a percentage of the larger moving average. As with its cousin, MACD, the Percentage Price Oscillator is shown with a signal line, a histogram and a centerline. Signals are generated with signal line crossovers, centerline crossovers, and divergences.
PPO readings are not subject to the price level of the security and the PPO values for different securities can be compared, regardless of the price of the security.
Relative Strength (RS)
Relative strength is a strategy used in momentum investing and focuses on investing in stocks or other securities that have performed well relative to the market as a whole or to a relevant benchmark.
Chart
In the chart, Microsoft stock (MSFT) is plotted against the VanEck Semiconductor ETF (SMH).
In the example on the left, from the negative values of the RS PPO it can be seen that MSFT, although trending upward, is losing out in negative terms to the SMH etf.
In the example on the right, during a correction phase with a downward price trend, Microsoft held up relatively well compared to the Van Eck Semiconductor etf.
Double Relative Strength Index (Double RSI)# Double Relative Strength Index (Double RSI) Indicator
The Double Relative Strength Index (Double RSI) is a custom trading indicator for the TradingView platform. It provides traders with two Relative Strength Index (RSI) bands, a fast RSI, and a slow RSI, which can be helpful in identifying potential entry and exit points in the market.
## Features
- **Uses 2 RSI Bands:** The indicator displays two RSI lines on the chart, providing insights into the short-term and long-term strength of the asset's price movement.
- **Fast and Slow RSI:** The fast RSI uses a shorter length, while the slow RSI uses a longer length, allowing traders to observe different time frames of price momentum.
- **Smoothing:** To reduce noise and improve the readability of the RSI lines, the indicator offers multiple smoothing options such as RMA, SMA, EMA, WMA, and HMA.
- **Crossover and Crossunder Signals:** The indicator identifies potential trading signals when the fast RSI crosses above or below the slow RSI. These events are visually highlighted on the chart with color-coded candlesticks.
- **RSI Bands:** The indicator also includes colored bands that represent different RSI levels, such as 80%, 75%, 60%, 50%, 45%, 25%, and 20%. These bands help visualize the RSI's current position relative to overbought and oversold conditions.
## How to Use
1. Add the "Double RSI" indicator to your TradingView chart.
2. Customize the input parameters according to your preferences, such as the lengths of the fast and slow RSIs and the smoothing method.
3. The indicator will display two RSI lines on the chart, each with its own color.
4. Look for crossover events where the fast RSI line crosses above the slow RSI line, indicating a potential bullish signal.
5. Watch for crossunder events where the fast RSI line crosses below the slow RSI line, indicating a potential bearish signal.
6. The colored bands represent different RSI levels. When the RSI is in the overbought (high) or oversold (low) regions, it may suggest a potential reversal in price direction.
## Disclaimer
Please remember that the Double RSI indicator is provided for informational purposes only and should not be considered as financial advice or a standalone trading strategy. Always perform your own research, use additional tools and indicators, and consider risk management techniques before making any trading decisions.
**Note:** This code is subject to the terms of the Mozilla Public License 2.0. For more details, refer to the (mozilla.org).
ka66: Normalised/Relative VolumeThis is an idea taken from a John Bollinger (of Bollinger Bands fame) talk. Instead of showing volume with a moving average overlay, we show volume relative to its moving average:
avgVolume = sma(volume, 10) // several configurable MAs allowed
relativeVolume = volume / avgVolume
Now if we get a value of 1, that means the current volume is the same as its historical average. Under 0, less than average, and above zero, greater than its average.
If we get a value like 2, then current volume is twice its average. I hope the implication of this being displayed visually is becoming clearer.
We plot this relative volume as columns.
We then plot horizontal levels, like 1, 2, 3 to see the magnitude of the current volume relative to its average.
Consecutive rising or falling relative volume is shown in the same colour.
I am still exploring volume as trading data point, but we see some ideas from this visual representation:
How do volume patterns change across timeframes? Do we get better signals or higher or lower time frames (e.g. big relative volume spikes)
Can consecutive rises or falls indicate a big potential move, even though price is just fluctuating.
What about a switch from rise to fall.
If we get pinbars/spikes with a big relative volume spike, can we then infer more clearly whether buyers or sellers are in control.
