Plug Power Stock Forecast - Naive Prediction

PLUG Stock  USD 2.30  0.20  8.00%   
Plug Stock outlook 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 26th of January 2026, the value of RSI of Plug Power's share price is approaching 48 indicating 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 Plug Power, making its price go up or down.

Momentum 48

 Impartial

 
Oversold
 
Overbought
The successful prediction of Plug Power's future price could yield a significant profit. Please, note that this module is not intended to be used solely to calculate an intrinsic value of Plug Power and does not consider all of the tangible or intangible factors available from Plug Power's fundamental data. We analyze noise-free headlines and recent hype associated with Plug Power, which may create opportunities for some arbitrage if properly timed.
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.
The Naive Prediction forecasted value of Plug Power on the next trading day is expected to be 2.61 with a mean absolute deviation of 0.12 and the sum of the absolute errors of 7.13.

Plug Power after-hype prediction price

    
  USD 2.3  
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.
For more detail on how to invest in Plug Stock please use our How to Invest in Plug Power guide.

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.
A naive forecasting model for Plug Power is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Plug Power value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

Plug Power Naive Prediction Price Forecast For the 27th of January

Given 90 days horizon, the Naive Prediction forecasted value of Plug Power on the next trading day is expected to be 2.61 with a mean absolute deviation of 0.12, mean absolute percentage error of 0.02, and the sum of the absolute errors of 7.13.
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 0.02 and 7.88, 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.
Market Value
2.30
2.61
Expected Value
7.88
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Naive Prediction 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.
AICAkaike Information Criteria114.2042
BiasArithmetic mean of the errors None
MADMean absolute deviation0.1168
MAPEMean absolute percentage error0.0529
SAESum of the absolute errors7.1258
This model is not at all useful as a medium-long range forecasting tool of Plug Power. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict Plug Power. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

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.
Hype
Prediction
LowEstimatedHigh
0.122.307.57
Details
Intrinsic
Valuation
LowRealHigh
0.101.957.22
Details

Plug Power After-Hype Price 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 0.12 and 7.57, 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
2.30
2.30
After-hype Price
7.57
Upside
Plug Power is dangerous 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 Outlook 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 ReturnPeriod VolatilityHype ElasticityRelated ElasticityNews DensityRelated DensityExpected Hype
  0.18 
5.27
 0.00  
  0.01 
0 Events / Month
0 Events / Month
Within a week
Latest traded priceExpected after-news pricePotential return on next major newsAverage after-hype volatility
2.30
2.30
0.00 
0.00  
Notes

Plug Power Hype Timeline

Plug Power is at this time traded for 2.30. The entity stock is not elastic to its hype. The average elasticity to hype of competition is 0.01. Plug is anticipated not to react to the next headline, with the price staying at about the same level, and average media hype impact volatility is insignificant. The immediate return on the next news is anticipated to be very small, whereas the daily expected return is at this time at -0.18%. %. The volatility of related hype on Plug Power is about 10333.33%, with the expected price after the next announcement by competition of 2.31. 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 2.38. 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 within a week.
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.

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.

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.

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.
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.

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 Outstanding858.4 M
Cash And Short Term Investments205.7 M
When determining whether Plug Power is a strong investment it is important to analyze Plug Power's competitive position within its industry, examining market share, product or service uniqueness, and competitive advantages. Beyond financials and market position, potential investors should also consider broader economic conditions, industry trends, and any regulatory or geopolitical factors that may impact Plug Power's future performance. For an informed investment choice regarding Plug Stock, refer to the following important reports:
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 Portfolio Comparator module to compare the composition, asset allocations and performance of any two portfolios in your account.
Is Stock 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.
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.