Plug Power Stock Forecast - Polynomial Regression
| PLUG Stock | USD 2.50 0.09 3.47% |
The Polynomial Regression forecasted value of Plug Power on the next trading day is expected to be 2.44 with a mean absolute deviation of 0.12 and the sum of the absolute errors of 7.54. Plug Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Plug Power's historical fundamentals, such as revenue growth or operating cash flow patterns.
As of 24th of January 2026 the relative strength index (rsi) of Plug Power's share price is below 20 indicating that the stock is significantly oversold. The fundamental principle of the Relative Strength Index (RSI) is to quantify the velocity at which market participants are driving the price of a financial instrument upwards or downwards. Momentum 0
Sell Peaked
Oversold | Overbought |
EPS Estimate Next Quarter (0.10) | EPS Estimate Current Year (0.68) | EPS Estimate Next Year (0.31) | Wall Street Target Price 2.6706 | EPS Estimate Current Quarter (0.13) |
Using Plug Power hype-based prediction, you can estimate the value of Plug Power from the perspective of Plug Power response to recently generated media hype and the effects of current headlines on its competitors. We also analyze overall investor sentiment towards Plug Power using Plug Power's stock options and short interest. It helps to benchmark the overall future attitude of investors towards Plug using crowd psychology based on the activity and movement of Plug Power's stock price.
Plug Power Short Interest
A significant increase or decrease in Plug Power's short interest from the previous month could be a good indicator of investor sentiment towards Plug. Short interest can provide insight into the potential direction of Plug Power stock and how bullish or bearish investors feel about the market overall.
200 Day MA 1.824 | Short Percent 0.2516 | Short Ratio 3.72 | Shares Short Prior Month 343 M | 50 Day MA 2.2046 |
Plug Power Hype to Price Pattern
Investor biases related to Plug Power's public news can be used to forecast risks associated with an investment in Plug. The trend in average sentiment can be used to explain how an investor holding Plug can time the market purely based on public headlines and social activities around Plug Power. Please note that most equities that are difficult to arbitrage are affected by market sentiment the most.
Plug Power Implied Volatility | 1.18 |
Plug Power's implied volatility exposes the market's sentiment of Plug Power stock's possible movements over time. However, it does not forecast the overall direction of its price. In a nutshell, if Plug Power'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 Plug Power stock will not fluctuate a lot when Plug Power's options are near their expiration.
The Polynomial Regression forecasted value of Plug Power on the next trading day is expected to be 2.44 with a mean absolute deviation of 0.12 and the sum of the absolute errors of 7.54. Plug Power after-hype prediction price | USD 2.22 |
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 Plug Power to cross-verify your projections. Prediction based on Rule 16 of the current Plug contract
Based on the Rule 16, the options market is currently suggesting that Plug Power will have an average daily up or down price movement of about 0.0738% per day over the life of the 2026-03-20 option contract. With Plug Power trading at USD 2.5, that is roughly USD 0.001844 . If you think that the market is fully incorporating Plug Power's daily price movement you should consider acquiring Plug Power options at the current volatility level of 1.18%. But if you have an opposite viewpoint you should avoid it and even consider selling them.
Open Interest Against 2026-03-20 Plug Option Contracts
Although open interest is a measure utilized in the options markets, it could be used to forecast Plug Power'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 Plug Power's options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for Plug Power 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 Plug Power's open interest, investors have to compare it to Plug Power'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 Plug Power 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 Plug. 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.
Plug Power Additional Predictive Modules
Most predictive techniques to examine Plug price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Plug using various technical indicators. When you analyze Plug 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.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Plug Power Polynomial Regression Price Forecast For the 25th of January
Given 90 days horizon, the Polynomial Regression forecasted value of Plug Power on the next trading day is expected to be 2.44 with a mean absolute deviation of 0.12, mean absolute percentage error of 0.02, and the sum of the absolute errors of 7.54.Please note that although there have been many attempts to predict Plug 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 Plug Power's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Plug Power Stock Forecast Pattern
| Backtest Plug Power | Plug Power Price Prediction | Buy or Sell Advice |
Plug Power Forecasted Value
In the context of forecasting Plug Power'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. Plug Power's downside and upside margins for the forecasting period are 0.03 and 7.66, respectively. We have considered Plug Power'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.
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 Plug Power stock data series using in forecasting. Note that when a statistical model is used to represent Plug Power 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.| AIC | Akaike Information Criteria | 116.116 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.1215 |
| MAPE | Mean absolute percentage error | 0.0549 |
| SAE | Sum of the absolute errors | 7.536 |
Predictive Modules for Plug Power
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Plug Power. 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 Plug Power'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.
Plug Power After-Hype Price Prediction Density Analysis
As far as predicting the price of Plug Power at your current risk attitude, this probability distribution graph shows the chance that the prediction will fall between or within a specific range. We use this chart to confirm that your returns on investing in Plug Power or, for that matter, your successful expectations of its future price, cannot be replicated consistently. Please note, a large amount of money has been lost over the years by many investors who confused the symmetrical distributions of Stock prices, such as prices of Plug Power, with the unreliable approximations that try to describe financial returns.
Next price density |
| Expected price to next headline |
Plug Power Estimiated After-Hype Price Volatility
In the context of predicting Plug Power's stock value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on Plug Power's historical news coverage. Plug Power's after-hype downside and upside margins for the prediction period are 0.11 and 7.45, respectively. We have considered Plug Power's daily market price in relation to the headlines to evaluate this method's predictive performance. Remember, however, there is no scientific proof or empirical evidence that news-based prediction models outperform traditional linear, nonlinear models or artificial intelligence models to provide accurate predictions consistently.
Current Value
Plug Power is very risky at this time. Analysis and calculation of next after-hype price of Plug Power is based on 3 months time horizon.
Plug Power Stock Price Prediction Analysis
Have you ever been surprised when a price of a Company such as Plug Power is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading Plug Power backward and forwards among themselves. Have you ever observed a lot of a particular company's price movement is driven by press releases or news about the company that has nothing to do with actual earnings? Usually, hype to individual companies acts as price momentum. If not enough favorable publicity is forthcoming, the Stock price eventually runs out of speed. So, the rule of thumb here is that as long as this news hype has nothing to do with immediate earnings, you should pay more attention to it. If you see this tendency with Plug Power, there might be something going there, and it might present an excellent short sale opportunity.
| Expected Return | Period Volatility | Hype Elasticity | Related Elasticity | News Density | Related Density | Expected Hype |
0.14 | 5.23 | 0.28 | 0.32 | 27 Events / Month | 8 Events / Month | In about 27 days |
| Latest traded price | Expected after-news price | Potential return on next major news | Average after-hype volatility | ||
2.50 | 2.22 | 11.20 |
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Plug Power Hype Timeline
Plug Power is at this time traded for 2.50. The entity has historical hype elasticity of -0.28, and average elasticity to hype of competition of -0.32. Plug is anticipated to decline in value after the next headline, with the price expected to drop to 2.22. The average volatility of media hype impact on the company price is over 100%. The price decrease on the next news is expected to be -11.2%, whereas the daily expected return is at this time at -0.14%. The volatility of related hype on Plug Power is about 232.03%, with the expected price after the next announcement by competition of 2.18. About 41.0% of the company shares are owned by institutional investors. The book value of Plug Power was at this time reported as 1.18. The company recorded a loss per share of 2.3. Plug Power last dividend was issued on the 29th of October 2010. The entity had 1:10 split on the 20th of May 2011. Given the investment horizon of 90 days the next anticipated press release will be in about 27 days. Check out Historical Fundamental Analysis of Plug Power to cross-verify your projections.Plug Power Related Hype Analysis
Having access to credible news sources related to Plug Power's direct competition is more important than ever and may enhance your ability to predict Plug Power's future price movements. Getting to know how Plug Power's peers react to changing market sentiment, related social signals, and mainstream news is a great way to find investing opportunities and time the market. The summary table below summarizes the essential lagging indicators that can help you analyze how Plug Power may potentially react to the hype associated with one of its peers.
| HypeElasticity | NewsDensity | SemiDeviation | InformationRatio | PotentialUpside | ValueAt Risk | MaximumDrawdown | |||
| EAF | GrafTech International | 0.37 | 28 per month | 5.40 | (0.02) | 7.10 | (6.92) | 22.15 | |
| HAYW | Hayward Holdings | (0.10) | 10 per month | 1.12 | 0.02 | 2.91 | (2.18) | 14.48 | |
| AMPX | Amprius Technologies | 0.37 | 4 per month | 0.00 | (0.03) | 10.55 | (9.76) | 29.24 | |
| EOSE | Eos Energy Enterprises | (2.00) | 8 per month | 5.53 | 0.05 | 11.94 | (9.57) | 31.35 | |
| HAFN | Hafnia Limited | 0.01 | 8 per month | 1.83 | (0.03) | 3.17 | (2.90) | 9.79 | |
| MATX | Matson Inc | 0.06 | 7 per month | 0.63 | 0.28 | 5.13 | (2.04) | 15.21 | |
| GTLS | Chart Industries | (0.24) | 9 per month | 0.00 | (0.12) | 0.23 | (0.12) | 1.32 | |
| AIR | AAR Corp | (10.19) | 8 per month | 1.50 | 0.16 | 4.20 | (2.19) | 9.63 | |
| KFY | Korn Ferry | (0.63) | 11 per month | 1.45 | (0.03) | 2.18 | (2.19) | 7.06 | |
| KAI | Kadant Inc | (10.19) | 7 per month | 1.73 | 0.02 | 4.03 | (2.93) | 10.20 |
Other Forecasting Options for Plug Power
For every potential investor in Plug, whether a beginner or expert, Plug Power's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Plug Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Plug. Basic forecasting techniques help filter out the noise by identifying Plug Power's price trends.Plug Power 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 Plug Power stock to make a market-neutral strategy. Peer analysis of Plug Power could also be used in its relative valuation, which is a method of valuing Plug Power by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Plug Power Market Strength Events
Market strength indicators help investors to evaluate how Plug Power stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Plug Power shares will generate the highest return on investment. By undertsting and applying Plug Power stock market strength indicators, traders can identify Plug Power entry and exit signals to maximize returns.
| Accumulation Distribution | 8.5 M | |||
| Daily Balance Of Power | (0.43) | |||
| Rate Of Daily Change | 0.97 | |||
| Day Median Price | 2.56 | |||
| Day Typical Price | 2.54 | |||
| Price Action Indicator | (0.10) | |||
| Period Momentum Indicator | (0.09) |
Plug Power Risk Indicators
The analysis of Plug Power'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 Plug Power's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting plug 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.
| Mean Deviation | 4.0 | |||
| Standard Deviation | 5.19 | |||
| Variance | 26.92 |
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.
Story Coverage note for Plug Power
The number of cover stories for Plug Power depends on current market conditions and Plug Power's risk-adjusted performance over time. The coverage that generates the most noise at a given time depends on the prevailing investment theme that Plug Power is classified under. However, while its typical story may have numerous social followers, the rapid visibility can also attract short-sellers, who usually are skeptical about Plug Power's long-term prospects. So, having above-average coverage will typically attract above-average short interest, leading to significant price volatility.
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Plug Power Short Properties
Plug Power's future price predictability will typically decrease when Plug Power's long traders begin to feel the short-sellers pressure to drive the price lower. The predictive aspect of Plug Power often depends not only on the future outlook of the potential Plug Power's investors but also on the ongoing dynamics between investors with different trading styles. Because the market risk indicators may have small false signals, it is better to identify suitable times to hedge a portfolio using different long/short signals. Plug Power's indicators that are reflective of the short sentiment are summarized in the table below.
| Common Stock Shares Outstanding | 858.4 M | |
| Cash And Short Term Investments | 205.7 M |
Check out Historical Fundamental Analysis of Plug Power to cross-verify your projections. For more detail on how to invest in Plug Stock please use our How to Invest in Plug Power guide.You can also try the Money Managers module to screen money managers from public funds and ETFs managed around the world.
Is Electrical Components & Equipment 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 Plug Power. If investors know Plug 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 Plug Power listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Earnings Share (2.30) | Revenue Per Share | Quarterly Revenue Growth 0.019 | Return On Assets | Return On Equity |
The market value of Plug Power is measured differently than its book value, which is the value of Plug that is recorded on the company's balance sheet. Investors also form their own opinion of Plug Power's value that differs from its market value or its book value, called intrinsic value, which is Plug Power'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 Plug Power's market value can be influenced by many factors that don't directly affect Plug Power'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 Plug Power's value and its price as these two are different measures arrived at by different means. Investors typically determine if Plug Power is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Plug Power'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.