Sunoco LP Stock Forecast - Polynomial Regression

SUN Stock  USD 53.42  0.69  1.31%   
The Polynomial Regression forecasted value of Sunoco LP on the next trading day is expected to be 52.14 with a mean absolute deviation of 1.01 and the sum of the absolute errors of 61.54. Sunoco Stock Forecast is based on your current time horizon. Although Sunoco LP's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Sunoco LP's systematic risk associated with finding meaningful patterns of Sunoco LP fundamentals over time.
As of today, the value of relative strength index of Sunoco LP's share price is approaching 35. This usually implies that the stock is in nutural position, most likellhy at or near its support level. The main point of RSI analysis is to track how fast people are buying or selling Sunoco LP, making its price go up or down.

Momentum 35

 Sell Extended

 
Oversold
 
Overbought
The successful prediction of Sunoco LP's future price could yield a significant profit. We analyze noise-free headlines and recent hype associated with Sunoco LP, which may create opportunities for some arbitrage if properly timed. Below are the key fundamental drivers impacting Sunoco LP's stock price prediction:
Quarterly Earnings Growth
(0.91)
EPS Estimate Next Quarter
1.4529
EPS Estimate Current Year
3.7523
EPS Estimate Next Year
6.8803
Wall Street Target Price
64.2222
Using Sunoco LP hype-based prediction, you can estimate the value of Sunoco LP from the perspective of Sunoco LP response to recently generated media hype and the effects of current headlines on its competitors. We also analyze overall investor sentiment towards Sunoco LP using Sunoco LP's stock options and short interest. It helps to benchmark the overall future attitude of investors towards Sunoco using crowd psychology based on the activity and movement of Sunoco LP's stock price.

Sunoco LP Short Interest

An investor who is long Sunoco LP may also wish to track short interest. As short interest increases, investors should be becoming more worried about Sunoco LP and may potentially protect profits, hedge Sunoco LP with its derivative instruments, or be ready for some potential downside.
200 Day MA
53.5349
Short Percent
0.0528
Short Ratio
9.33
Shares Short Prior Month
4.6 M
50 Day MA
53.313

Sunoco LP Hype to Price Pattern

Investor biases related to Sunoco LP's public news can be used to forecast risks associated with an investment in Sunoco. The trend in average sentiment can be used to explain how an investor holding Sunoco can time the market purely based on public headlines and social activities around Sunoco LP. Please note that most equities that are difficult to arbitrage are affected by market sentiment the most.
Some investors profit by finding stocks that are overvalued or undervalued based on market sentiment. The correlation of Sunoco LP's market sentiment to its price can help taders to make decisions based on the overall investors consensus about Sunoco LP.

Sunoco LP Implied Volatility

    
  0.4  
Sunoco LP's implied volatility exposes the market's sentiment of Sunoco LP stock's possible movements over time. However, it does not forecast the overall direction of its price. In a nutshell, if Sunoco LP's implied volatility is high, the market thinks the stock has potential for high price swings in either direction. On the other hand, the low implied volatility suggests that Sunoco LP stock will not fluctuate a lot when Sunoco LP's options are near their expiration.
The Polynomial Regression forecasted value of Sunoco LP on the next trading day is expected to be 52.14 with a mean absolute deviation of 1.01 and the sum of the absolute errors of 61.54.

Sunoco LP after-hype prediction price

    
  USD 53.45  
There is no one specific way to measure market sentiment using hype analysis or a similar predictive technique. This prediction method should be used in combination with more fundamental and traditional techniques such as stock price forecasting, technical analysis, analysts consensus, earnings estimates, and various momentum models.
Check out Historical Fundamental Analysis of Sunoco LP to cross-verify your projections.
To learn how to invest in Sunoco Stock, please use our How to Invest in Sunoco LP guide.At this time, Sunoco LP's Payables Turnover is very stable compared to the past year. As of the 5th of January 2026, Receivables Turnover is likely to grow to 35.46, while Inventory Turnover is likely to drop 21.44. . As of the 5th of January 2026, Net Income Applicable To Common Shares is likely to grow to about 864.6 M, while Common Stock Shares Outstanding is likely to drop about 69.7 M.

Open Interest Against 2026-03-20 Sunoco Option Contracts

Although open interest is a measure utilized in the options markets, it could be used to forecast Sunoco LP's spot prices because the number of available contracts in the market changes daily, and new contracts can be created or liquidated at will. Since open interest in Sunoco LP's options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for Sunoco LP stock based on available contracts left at the end of a trading day.
Please note that to derive more accurate forecasting about market movement from the current Sunoco LP's open interest, investors have to compare it to Sunoco LP's spot prices. As Ford's stock price increases, high open interest indicates that money is entering the market, and the market is strongly bullish. Conversely, if the price of Sunoco LP is decreasing and there is high open interest, that is a sign that the bearish trend will continue, and investors may react by taking short positions in Sunoco. So, decreasing or low open interest during a bull market indicates that investors are becoming uncertain of the depth of the bullish trend, and a reversal in sentiment will likely follow.

Sunoco LP Additional Predictive Modules

Most predictive techniques to examine Sunoco price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Sunoco using various technical indicators. When you analyze Sunoco charts, please remember that the event formation may indicate an entry point for a short seller, and look at other indicators across different periods to confirm that a breakdown or reversion is likely to occur.
Sunoco LP polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Sunoco LP as well as the accuracy indicators are determined from the period prices.

Sunoco LP Polynomial Regression Price Forecast For the 6th of January

Given 90 days horizon, the Polynomial Regression forecasted value of Sunoco LP on the next trading day is expected to be 52.14 with a mean absolute deviation of 1.01, mean absolute percentage error of 1.54, and the sum of the absolute errors of 61.54.
Please note that although there have been many attempts to predict Sunoco Stock prices using its time series forecasting, we generally do not recommend using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that Sunoco LP's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Sunoco LP Stock Forecast Pattern

Backtest Sunoco LPSunoco LP Price PredictionBuy or Sell Advice 

Sunoco LP Forecasted Value

In the context of forecasting Sunoco LP's Stock value on the next trading day, we examine the predictive performance of the model to find good statistically significant boundaries of downside and upside scenarios. Sunoco LP's downside and upside margins for the forecasting period are 50.86 and 53.42, respectively. We have considered Sunoco LP's daily market price to evaluate the above model's predictive performance. Remember, however, there is no scientific proof or empirical evidence that traditional linear or nonlinear forecasting models outperform artificial intelligence and frequency domain models to provide accurate forecasts consistently.
Market Value
53.42
52.14
Expected Value
53.42
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Sunoco LP stock data series using in forecasting. Note that when a statistical model is used to represent Sunoco LP stock, the representation will rarely be exact; so some information will be lost using the model to explain the process. AIC estimates the relative amount of information lost by a given model: the less information a model loses, the higher its quality.
AICAkaike Information Criteria118.5409
BiasArithmetic mean of the errors None
MADMean absolute deviation1.0088
MAPEMean absolute percentage error0.0192
SAESum of the absolute errors61.5383
A single variable polynomial regression model attempts to put a curve through the Sunoco LP historical price points. Mathematically, assuming the independent variable is X and the dependent variable is Y, this line can be indicated as: Y = a0 + a1*X + a2*X2 + a3*X3 + ... + am*Xm

Predictive Modules for Sunoco LP

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Sunoco LP. Regardless of method or technology, however, to accurately forecast the stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the stock market accurately is still an essential part of the overall investment decision process. Using different forecasting techniques and comparing the results might improve your chances of accuracy even though unexpected events may often change the market sentiment and impact your forecasting results.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Sunoco LP's price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Hype
Prediction
LowEstimatedHigh
52.1753.4554.73
Details
Intrinsic
Valuation
LowRealHigh
48.1261.9563.23
Details
Bollinger
Band Projection (param)
LowMiddleHigh
52.5353.2253.92
Details
6 Analysts
Consensus
LowTargetHigh
58.4464.2271.29
Details

Other Forecasting Options for Sunoco LP

For every potential investor in Sunoco, whether a beginner or expert, Sunoco LP's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Sunoco Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Sunoco. Basic forecasting techniques help filter out the noise by identifying Sunoco LP's price trends.

Sunoco LP Related Equities

One of the popular trading techniques among algorithmic traders is to use market-neutral strategies where every trade hedges away some risk. Because there are two separate transactions required, even if one position performs unexpectedly, the other equity can make up some of the losses. Below are some of the equities that can be combined with Sunoco LP stock to make a market-neutral strategy. Peer analysis of Sunoco LP could also be used in its relative valuation, which is a method of valuing Sunoco LP by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Sunoco LP Technical and Predictive Analytics

The stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Sunoco LP's price movements, a comprehensive understanding of forecasting methods that an investor can rely on to make the right move is invaluable. These methods predict trends that assist an investor in predicting the movement of Sunoco LP's current price.

Sunoco LP Market Strength Events

Market strength indicators help investors to evaluate how Sunoco LP stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Sunoco LP shares will generate the highest return on investment. By undertsting and applying Sunoco LP stock market strength indicators, traders can identify Sunoco LP entry and exit signals to maximize returns.

Sunoco LP Risk Indicators

The analysis of Sunoco LP's basic risk indicators is one of the essential steps in accurately forecasting its future price. The process involves identifying the amount of risk involved in Sunoco LP's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting sunoco stock prices, we also provide a set of basic risk indicators that can assist in the individual investment decision or help in hedging the risk of your existing portfolios.
Please note, the risk measures we provide can be used independently or collectively to perform a risk assessment. When comparing two potential investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.

Pair Trading with Sunoco LP

One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if Sunoco LP position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Sunoco LP will appreciate offsetting losses from the drop in the long position's value.

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The ability to find closely correlated positions to Sunoco LP could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Sunoco LP when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back Sunoco LP - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling Sunoco LP to buy it.
The correlation of Sunoco LP is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as Sunoco LP moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Sunoco LP moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for Sunoco LP can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.
Pair CorrelationCorrelation Matching
When determining whether Sunoco LP offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of Sunoco LP's financial statements, including income statements, balance sheets, and cash flow statements, to assess its financial health. Key financial ratios are used to gauge profitability, efficiency, and growth potential of Sunoco Lp Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Sunoco Lp Stock:
Check out Historical Fundamental Analysis of Sunoco LP to cross-verify your projections.
To learn how to invest in Sunoco Stock, please use our How to Invest in Sunoco LP guide.
You can also try the Economic Indicators module to top statistical indicators that provide insights into how an economy is performing.
Is Oil & Gas Storage & Transportation space expected to grow? Or is there an opportunity to expand the business' product line in the future? Factors like these will boost the valuation of Sunoco LP. If investors know Sunoco will grow in the future, the company's valuation will be higher. The financial industry is built on trying to define current growth potential and future valuation accurately. All the valuation information about Sunoco LP listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Quarterly Earnings Growth
(0.91)
Dividend Share
3.613
Earnings Share
2.78
Revenue Per Share
160.374
Quarterly Revenue Growth
0.049
The market value of Sunoco LP is measured differently than its book value, which is the value of Sunoco that is recorded on the company's balance sheet. Investors also form their own opinion of Sunoco LP's value that differs from its market value or its book value, called intrinsic value, which is Sunoco LP's true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because Sunoco LP's market value can be influenced by many factors that don't directly affect Sunoco LP's underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between Sunoco LP's value and its price as these two are different measures arrived at by different means. Investors typically determine if Sunoco LP is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Sunoco LP's price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.