AeroVironment Stock Forward View - Simple Exponential Smoothing

JPX Stock  EUR 211.10  10.60  4.78%   
AeroVironment Stock outlook is based on your current time horizon. We suggest always using this module together with an analysis of AeroVironment's historical fundamentals, such as revenue growth or operating cash flow patterns.
As of 25th of February 2026, the relative strength indicator of AeroVironment's share price is approaching 37. This indicates 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 AeroVironment, making its price go up or down.

Momentum 37

 Sell Extended

 
Oversold
 
Overbought
The successful prediction of AeroVironment'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 AeroVironment and does not consider all of the tangible or intangible factors available from AeroVironment's fundamental data. We analyze noise-free headlines and recent hype associated with AeroVironment, which may create opportunities for some arbitrage if properly timed. Below are the key fundamental drivers impacting AeroVironment's stock price prediction:
Quarterly Earnings Growth
1.757
Wall Street Target Price
126.8
Quarterly Revenue Growth
1.507
Using AeroVironment hype-based prediction, you can estimate the value of AeroVironment from the perspective of AeroVironment response to recently generated media hype and the effects of current headlines on its competitors.
The Simple Exponential Smoothing forecasted value of AeroVironment on the next trading day is expected to be 211.10 with a mean absolute deviation of 9.57 and the sum of the absolute errors of 574.50.

AeroVironment after-hype prediction price

    
  EUR 210.7  
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 AeroVironment to cross-verify your projections.
For more detail on how to invest in AeroVironment Stock please use our How to Invest in AeroVironment guide.

AeroVironment Additional Predictive Modules

Most predictive techniques to examine AeroVironment price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for AeroVironment using various technical indicators. When you analyze AeroVironment 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.
AeroVironment simple exponential smoothing forecast is a very popular model used to produce a smoothed price series. Whereas in simple Moving Average models the past observations for AeroVironment are weighted equally, Exponential Smoothing assigns exponentially decreasing weights as AeroVironment prices get older.

AeroVironment Simple Exponential Smoothing Price Forecast For the 26th of February

Given 90 days horizon, the Simple Exponential Smoothing forecasted value of AeroVironment on the next trading day is expected to be 211.10 with a mean absolute deviation of 9.57, mean absolute percentage error of 187.85, and the sum of the absolute errors of 574.50.
Please note that although there have been many attempts to predict AeroVironment Stock prices using its time series forecasting, we generally do not suggest using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that AeroVironment's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

AeroVironment Stock Forecast Pattern

Backtest AeroVironment  AeroVironment Price Prediction  Research Analysis  

AeroVironment Forecasted Value

In the context of forecasting AeroVironment'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. AeroVironment's downside and upside margins for the forecasting period are 205.65 and 216.55, respectively. We have considered AeroVironment'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
211.10
205.65
Downside
211.10
Expected Value
216.55
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of AeroVironment stock data series using in forecasting. Note that when a statistical model is used to represent AeroVironment 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 Criteria121.5083
BiasArithmetic mean of the errors 0.4983
MADMean absolute deviation9.575
MAPEMean absolute percentage error0.0397
SAESum of the absolute errors574.5
This simple exponential smoothing model begins by setting AeroVironment forecast for the second period equal to the observation of the first period. In other words, recent AeroVironment observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for AeroVironment

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as AeroVironment. 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.
Hype
Prediction
LowEstimatedHigh
205.25210.70216.15
Details
Intrinsic
Valuation
LowRealHigh
196.30201.75232.21
Details
Bollinger
Band Projection (param)
LowMiddleHigh
-205.1218.30239.47
Details
Earnings
Estimates (0)
LowProjected EPSHigh
0.520.650.86
Details

AeroVironment After-Hype Price Density Analysis

As far as predicting the price of AeroVironment 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 AeroVironment 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 AeroVironment, with the unreliable approximations that try to describe financial returns.
   Next price density   
       Expected price to next headline  

AeroVironment Estimiated After-Hype Price Volatility

In the context of predicting AeroVironment's stock value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on AeroVironment's historical news coverage. AeroVironment's after-hype downside and upside margins for the prediction period are 205.25 and 216.15, respectively. We have considered AeroVironment'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 compare with traditional linear, nonlinear models or artificial intelligence models to provide accurate predictions consistently.
Current Value
211.10
205.25
Downside
210.70
After-hype Price
216.15
Upside
AeroVironment is very steady at this time. Analysis and calculation of next after-hype price of AeroVironment is based on 3 months time horizon.

AeroVironment Stock Price Outlook Analysis

Have you ever been surprised when a price of a Company such as AeroVironment is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading AeroVironment 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 AeroVironment, there might be something going there, and it might present an excellent short sale opportunity.
Expected ReturnPeriod VolatilityHype ElasticityRelated ElasticityNews DensityRelated DensityExpected Hype
  0.08 
5.45
  0.40 
  0.51 
11 Events / Month
1 Events / Month
In about 11 days
Latest traded priceExpected after-news pricePotential return on next major newsAverage after-hype volatility
211.10
210.70
0.19 
109.00  
Notes

AeroVironment Hype Timeline

AeroVironment is currently traded for 211.10on Frankfurt Exchange of Germany. The entity has historical hype elasticity of -0.4, and average elasticity to hype of competition of 0.51. AeroVironment is estimated to decline in value after the next headline, with the price expected to drop to 210.7. The average volatility of media hype impact on the company price is about 109.0%. The price reduction on the next news is expected to be -0.19%, whereas the daily expected return is currently at -0.08%. The volatility of related hype on AeroVironment is about 85.09%, with the expected price after the next announcement by competition of 211.61. About 92.0% of the company shares are owned by institutional investors. The book value of AeroVironment was currently reported as 75.37. The company has Price/Earnings To Growth (PEG) ratio of 1.71. AeroVironment recorded a loss per share of 1.04. The entity had not issued any dividends in recent years. Assuming the 90 days horizon the next estimated press release will be in about 11 days.
Check out Historical Fundamental Analysis of AeroVironment to cross-verify your projections.
For more detail on how to invest in AeroVironment Stock please use our How to Invest in AeroVironment guide.

AeroVironment Related Hype Analysis

Having access to credible news sources related to AeroVironment's direct competition is more important than ever and may enhance your ability to predict AeroVironment's future price movements. Getting to know how AeroVironment'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 AeroVironment may potentially react to the hype associated with one of its peers.
Hype
Elasticity
News
Density
Semi
Deviation
Information
Ratio
Potential
Upside
Value
At Risk
Maximum
Drawdown
PQ9BANK MANDIRI 0.00 0 per month 0.00  0.02  4.35  0.00  24.58 
PQ9PT Bank Mandiri 0.04 1 per month 5.70  0.07  18.18 (14.29) 40.26 
PQ9BANK MANDIRI 0.01 3 per month 2.89  0.08  5.00 (4.76) 26.79 
PQ9BANK MANDIRI 0.00 1 per month 0.00 (0.02) 0.00  0.00  8.89 
BKE1BK NEGARA INDO 0.00 0 per month 0.00  0.04  0.00  0.00  29.17 
BKE1PT Bank Negara 0.00 3 per month 3.40  0.06  5.00 (4.76) 37.50 
BKE1BK NEGARA INDO 0.00 0 per month 0.00 (0.05) 4.76 (4.55) 9.76 
SSUNSamsung Electronics Co 24.00 7 per month 2.31  0.24  6.04 (4.93) 14.94 
SSUSamsung Electronics Co 110.00 4 per month 2.26  0.25  7.66 (4.89) 15.03 
SSUNSamsung Electronics Co(70.00)4 per month 1.95  0.29  6.10 (4.11) 13.83 

Other Forecasting Options for AeroVironment

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

AeroVironment 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 AeroVironment stock to make a market-neutral strategy. Peer analysis of AeroVironment could also be used in its relative valuation, which is a method of valuing AeroVironment by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

AeroVironment Market Strength Events

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

AeroVironment Risk Indicators

The analysis of AeroVironment'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 AeroVironment's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting aerovironment 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 AeroVironment

The number of cover stories for AeroVironment depends on current market conditions and AeroVironment's risk-adjusted performance over time. The coverage that generates the most noise at a given time depends on the prevailing investment theme that AeroVironment 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 AeroVironment's long-term prospects. So, having above-average coverage will typically attract above-average short interest, leading to significant price volatility.

Other Macroaxis Stories

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When determining whether AeroVironment is a strong investment it is important to analyze AeroVironment'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 AeroVironment's future performance. For an informed investment choice regarding AeroVironment Stock, refer to the following important reports:
Check out Historical Fundamental Analysis of AeroVironment to cross-verify your projections.
For more detail on how to invest in AeroVironment Stock please use our How to Invest in AeroVironment guide.
You can also try the Premium Stories module to follow Macroaxis premium stories from verified contributors across different equity types, categories and coverage scope.
Understanding that AeroVironment's value differs from its trading price is crucial, as each reflects different aspects of the company. Evaluating whether AeroVironment represents a sound investment requires analyzing earnings trends, revenue growth, technical signals, industry dynamics, and expert forecasts. In contrast, AeroVironment's trading price reflects the actual exchange value where willing buyers and sellers reach mutual agreement.