BioNTech Stock Forecast - Naive Prediction
| BNTX Stock | USD 99.85 1.00 1.01% |
The Naive Prediction forecasted value of BioNTech SE on the next trading day is expected to be 102.11 with a mean absolute deviation of 1.33 and the sum of the absolute errors of 81.24. BioNTech Stock Forecast is based on your current time horizon.
At this time, The RSI of BioNTech's share price is at 54 suggesting that the stock is in nutural position, most likellhy at or near its resistance level. The main idea of RSI analysis is to track how fast people are buying or selling BioNTech, making its price go up or down. Momentum 54
Impartial
Oversold | Overbought |
Quarterly Earnings Growth (0.43) | EPS Estimate Next Quarter (1.07) | EPS Estimate Current Year (3.42) | EPS Estimate Next Year (2.35) | Wall Street Target Price 137.9276 |
Using BioNTech hype-based prediction, you can estimate the value of BioNTech SE from the perspective of BioNTech response to recently generated media hype and the effects of current headlines on its competitors. We also analyze overall investor sentiment towards BioNTech using BioNTech's stock options and short interest. It helps to benchmark the overall future attitude of investors towards BioNTech using crowd psychology based on the activity and movement of BioNTech's stock price.
BioNTech Short Interest
An investor who is long BioNTech may also wish to track short interest. As short interest increases, investors should be becoming more worried about BioNTech and may potentially protect profits, hedge BioNTech with its derivative instruments, or be ready for some potential downside.
200 Day MA 102.5745 | Short Percent 0.0613 | Short Ratio 4.25 | Shares Short Prior Month 6 M | 50 Day MA 99.1596 |
BioNTech SE Hype to Price Pattern
Investor biases related to BioNTech's public news can be used to forecast risks associated with an investment in BioNTech. The trend in average sentiment can be used to explain how an investor holding BioNTech can time the market purely based on public headlines and social activities around BioNTech SE. 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 BioNTech's market sentiment to its price can help taders to make decisions based on the overall investors consensus about BioNTech.
BioNTech Implied Volatility | 0.39 |
BioNTech's implied volatility exposes the market's sentiment of BioNTech SE stock's possible movements over time. However, it does not forecast the overall direction of its price. In a nutshell, if BioNTech'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 BioNTech stock will not fluctuate a lot when BioNTech's options are near their expiration.
The Naive Prediction forecasted value of BioNTech SE on the next trading day is expected to be 102.11 with a mean absolute deviation of 1.33 and the sum of the absolute errors of 81.24. BioNTech after-hype prediction price | USD 100.06 |
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 BioNTech to cross-verify your projections. Open Interest Against 2026-03-20 BioNTech Option Contracts
Although open interest is a measure utilized in the options markets, it could be used to forecast BioNTech'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 BioNTech's options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for BioNTech 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 BioNTech's open interest, investors have to compare it to BioNTech'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 BioNTech 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 BioNTech. 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.
BioNTech Additional Predictive Modules
Most predictive techniques to examine BioNTech price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for BioNTech using various technical indicators. When you analyze BioNTech 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 |
Forecasting cash, or other financial indicators, requires analysts to apply different statistical methods, techniques, and algorithms to find hidden patterns within the BioNTech's financial statements to predict how it will affect future prices.
Cash | First Reported 2018-03-31 | Previous Quarter 10.3 B | Current Value 10.1 B | Quarterly Volatility 5.5 B |
BioNTech Naive Prediction Price Forecast For the 10th of January
Given 90 days horizon, the Naive Prediction forecasted value of BioNTech SE on the next trading day is expected to be 102.11 with a mean absolute deviation of 1.33, mean absolute percentage error of 3.93, and the sum of the absolute errors of 81.24.Please note that although there have been many attempts to predict BioNTech 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 BioNTech's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
BioNTech Stock Forecast Pattern
| Backtest BioNTech | BioNTech Price Prediction | Buy or Sell Advice |
BioNTech Forecasted Value
In the context of forecasting BioNTech'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. BioNTech's downside and upside margins for the forecasting period are 100.30 and 103.93, respectively. We have considered BioNTech'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 Naive Prediction forecasting method's relative quality and the estimations of the prediction error of BioNTech stock data series using in forecasting. Note that when a statistical model is used to represent BioNTech 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 | 119.479 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 1.3318 |
| MAPE | Mean absolute percentage error | 0.0132 |
| SAE | Sum of the absolute errors | 81.2408 |
Predictive Modules for BioNTech
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as BioNTech SE. 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 BioNTech'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.
Other Forecasting Options for BioNTech
For every potential investor in BioNTech, whether a beginner or expert, BioNTech's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. BioNTech Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in BioNTech. Basic forecasting techniques help filter out the noise by identifying BioNTech's price trends.BioNTech 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 BioNTech stock to make a market-neutral strategy. Peer analysis of BioNTech could also be used in its relative valuation, which is a method of valuing BioNTech by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
BioNTech SE 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 BioNTech'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 BioNTech's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
BioNTech Market Strength Events
Market strength indicators help investors to evaluate how BioNTech stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading BioNTech shares will generate the highest return on investment. By undertsting and applying BioNTech stock market strength indicators, traders can identify BioNTech SE entry and exit signals to maximize returns.
BioNTech Risk Indicators
The analysis of BioNTech'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 BioNTech's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting biontech 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 | 1.24 | |||
| Standard Deviation | 1.79 | |||
| Variance | 3.21 |
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.
Also Currently Popular
Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.Additional Tools for BioNTech Stock Analysis
When running BioNTech's price analysis, check to measure BioNTech's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy BioNTech is operating at the current time. Most of BioNTech's value examination focuses on studying past and present price action to predict the probability of BioNTech's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move BioNTech's price. Additionally, you may evaluate how the addition of BioNTech to your portfolios can decrease your overall portfolio volatility.