American Superconductor Stock Forecast - Simple Regression

AMSC Stock  USD 33.73  0.63  1.90%   
The Simple Regression forecasted value of American Superconductor on the next trading day is expected to be 24.81 with a mean absolute deviation of 5.83 and the sum of the absolute errors of 355.59. American Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast American Superconductor stock prices and determine the direction of American Superconductor's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of American Superconductor's historical fundamentals, such as revenue growth or operating cash flow patterns.
At the present time the relative strength index (rsi) of American Superconductor's share price is below 20 . This suggests 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
The successful prediction of American Superconductor's future price could yield a significant profit. We analyze noise-free headlines and recent hype associated with American Superconductor, which may create opportunities for some arbitrage if properly timed. Below are the key fundamental drivers impacting American Superconductor's stock price prediction:
Quarterly Earnings Growth
(0.15)
EPS Estimate Next Quarter
0.1433
EPS Estimate Current Year
0.8267
EPS Estimate Next Year
1.0667
Wall Street Target Price
61
Using American Superconductor hype-based prediction, you can estimate the value of American Superconductor from the perspective of American Superconductor response to recently generated media hype and the effects of current headlines on its competitors. We also analyze overall investor sentiment towards American Superconductor using American Superconductor's stock options and short interest. It helps to benchmark the overall future attitude of investors towards American using crowd psychology based on the activity and movement of American Superconductor's stock price.

American Superconductor Short Interest

A significant increase or decrease in American Superconductor's short interest from the previous month could be a good indicator of investor sentiment towards American. Short interest can provide insight into the potential direction of American Superconductor stock and how bullish or bearish investors feel about the market overall.
200 Day MA
39.1435
Short Percent
0.0526
Short Ratio
3.07
Shares Short Prior Month
2.3 M
50 Day MA
31.7858

American Superconductor Hype to Price Pattern

Investor biases related to American Superconductor's public news can be used to forecast risks associated with an investment in American. The trend in average sentiment can be used to explain how an investor holding American can time the market purely based on public headlines and social activities around American Superconductor. Please note that most equities that are difficult to arbitrage are affected by market sentiment the most.

American Superconductor Implied Volatility

    
  0.89  
American Superconductor's implied volatility exposes the market's sentiment of American Superconductor stock's possible movements over time. However, it does not forecast the overall direction of its price. In a nutshell, if American Superconductor'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 American Superconductor stock will not fluctuate a lot when American Superconductor's options are near their expiration.
The Simple Regression forecasted value of American Superconductor on the next trading day is expected to be 24.81 with a mean absolute deviation of 5.83 and the sum of the absolute errors of 355.59.

American Superconductor after-hype prediction price

    
  USD 33.85  
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 American Superconductor to cross-verify your projections.
For information on how to trade American Stock refer to our How to Trade American Stock guide.

Prediction based on Rule 16 of the current American contract

Based on the Rule 16, the options market is currently suggesting that American Superconductor will have an average daily up or down price movement of about 0.0556% per day over the life of the 2026-04-17 option contract. With American Superconductor trading at USD 33.73, that is roughly USD 0.0188 . If you think that the market is fully incorporating American Superconductor's daily price movement you should consider acquiring American Superconductor options at the current volatility level of 0.89%. But if you have an opposite viewpoint you should avoid it and even consider selling them.

Open Interest Against 2026-04-17 American Option Contracts

Although open interest is a measure utilized in the options markets, it could be used to forecast American Superconductor'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 American Superconductor's options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for American Superconductor 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 American Superconductor's open interest, investors have to compare it to American Superconductor'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 American Superconductor 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 American. 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.

American Superconductor Additional Predictive Modules

Most predictive techniques to examine American price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for American using various technical indicators. When you analyze American 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.
Simple Regression model is a single variable regression model that attempts to put a straight line through American Superconductor price points. This line is defined by its gradient or slope, and the point at which it intercepts the x-axis. Mathematically, assuming the independent variable is X and the dependent variable is Y, then this line can be represented as: Y = intercept + slope * X.

American Superconductor Simple Regression Price Forecast For the 24th of January

Given 90 days horizon, the Simple Regression forecasted value of American Superconductor on the next trading day is expected to be 24.81 with a mean absolute deviation of 5.83, mean absolute percentage error of 52.39, and the sum of the absolute errors of 355.59.
Please note that although there have been many attempts to predict American 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 American Superconductor's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

American Superconductor Stock Forecast Pattern

Backtest American SuperconductorAmerican Superconductor Price PredictionBuy or Sell Advice 

American Superconductor Forecasted Value

In the context of forecasting American Superconductor'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. American Superconductor's downside and upside margins for the forecasting period are 18.64 and 30.99, respectively. We have considered American Superconductor'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
33.73
24.81
Expected Value
30.99
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Regression forecasting method's relative quality and the estimations of the prediction error of American Superconductor stock data series using in forecasting. Note that when a statistical model is used to represent American Superconductor 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 Criteria122.0692
BiasArithmetic mean of the errors None
MADMean absolute deviation5.8293
MAPEMean absolute percentage error0.1547
SAESum of the absolute errors355.5859
In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as American Superconductor historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data.

Predictive Modules for American Superconductor

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as American Superconductor. 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 American Superconductor'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
27.6733.8540.03
Details
Intrinsic
Valuation
LowRealHigh
30.3640.1846.36
Details
Bollinger
Band Projection (param)
LowMiddleHigh
28.9631.3733.79
Details
3 Analysts
Consensus
LowTargetHigh
55.5161.0067.71
Details

American Superconductor After-Hype Price Prediction Density Analysis

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

American Superconductor Estimiated After-Hype Price Volatility

In the context of predicting American Superconductor's stock value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on American Superconductor's historical news coverage. American Superconductor's after-hype downside and upside margins for the prediction period are 27.67 and 40.03, respectively. We have considered American Superconductor'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
33.73
33.85
After-hype Price
40.03
Upside
American Superconductor is not too volatile at this time. Analysis and calculation of next after-hype price of American Superconductor is based on 3 months time horizon.

American Superconductor Stock Price Prediction Analysis

Have you ever been surprised when a price of a Company such as American Superconductor is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading American Superconductor 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 American Superconductor, there might be something going there, and it might present an excellent short sale opportunity.
Expected ReturnPeriod VolatilityHype ElasticityRelated ElasticityNews DensityRelated DensityExpected Hype
  0.65 
6.18
  0.12 
  0.68 
12 Events / Month
2 Events / Month
In about 12 days
Latest traded priceExpected after-news pricePotential return on next major newsAverage after-hype volatility
33.73
33.85
0.36 
3,433  
Notes

American Superconductor Hype Timeline

American Superconductor is presently traded for 33.73. The entity has historical hype elasticity of 0.12, and average elasticity to hype of competition of 0.68. American is projected to increase in value after the next headline, with the price projected to jump to 33.85 or above. The average volatility of media hype impact on the company the price is over 100%. The price growth on the next news is projected to be 0.36%, whereas the daily expected return is presently at -0.65%. The volatility of related hype on American Superconductor is about 589.69%, with the expected price after the next announcement by competition of 34.41. The company reported the previous year's revenue of 222.82 M. Net Income was 6.03 M with profit before overhead, payroll, taxes, and interest of 79.64 M. Given the investment horizon of 90 days the next projected press release will be in about 12 days.
Check out Historical Fundamental Analysis of American Superconductor to cross-verify your projections.
For information on how to trade American Stock refer to our How to Trade American Stock guide.

American Superconductor Related Hype Analysis

Having access to credible news sources related to American Superconductor's direct competition is more important than ever and may enhance your ability to predict American Superconductor's future price movements. Getting to know how American Superconductor'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 American Superconductor 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
NCTKFNabtesco 0.00 0 per month 0.00 (0.24) 0.00  0.00  7.54 
SXIStandex International 6.22 11 per month 2.05  0  3.49 (2.82) 12.69 
SOHVFSumitomo Heavy Industries 0.00 0 per month 0.00  0.00  0.00  0.00  0.00 
THKLFTHK Co 0.00 0 per month 0.00  0.00  0.00  0.00  0.00 
IRRHFInterroll Holding AG 0.00 0 per month 0.00 (0.33) 0.00  0.00  4.79 
KRDXFKardex Holding AG(0.27)17 per month 0.00 (0.15) 0.82 (2.11) 12.18 
JGHAFJungheinrich Aktiengesellschaft 0.00 0 per month 0.00  0.00  0.00  0.00  0.00 
MIURFMiura Co 0.00 0 per month 0.00  0.00  0.00  0.00  0.00 
XMTRXometry 4.40 9 per month 3.40  0.09  5.19 (7.00) 38.74 
PSIXPower Solutions International 0.13 8 per month 0.00 (0.03) 7.68 (6.33) 27.55 

Other Forecasting Options for American Superconductor

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

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

American Superconductor Market Strength Events

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

American Superconductor Risk Indicators

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

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

American Superconductor Short Properties

American Superconductor's future price predictability will typically decrease when American Superconductor's long traders begin to feel the short-sellers pressure to drive the price lower. The predictive aspect of American Superconductor often depends not only on the future outlook of the potential American Superconductor'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. American Superconductor's indicators that are reflective of the short sentiment are summarized in the table below.
Common Stock Shares Outstanding37.7 M
Cash And Short Term Investments79.5 M
When determining whether American Superconductor offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of American Superconductor'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 American Superconductor Stock. Outlined below are crucial reports that will aid in making a well-informed decision on American Superconductor Stock:
Check out Historical Fundamental Analysis of American Superconductor to cross-verify your projections.
For information on how to trade American Stock refer to our How to Trade American Stock guide.
You can also try the Stock Screener module to find equities using a custom stock filter or screen asymmetry in trading patterns, price, volume, or investment outlook..
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 American Superconductor. If investors know American 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 American Superconductor 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
(0.15)
Earnings Share
0.37
Revenue Per Share
6.764
Quarterly Revenue Growth
0.209
Return On Assets
0.0207
The market value of American Superconductor is measured differently than its book value, which is the value of American that is recorded on the company's balance sheet. Investors also form their own opinion of American Superconductor's value that differs from its market value or its book value, called intrinsic value, which is American Superconductor'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 American Superconductor's market value can be influenced by many factors that don't directly affect American Superconductor'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 American Superconductor's value and its price as these two are different measures arrived at by different means. Investors typically determine if American Superconductor is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, American Superconductor'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.