Bandwidth Stock Forecast - Simple Regression
| BAND Stock | USD 14.08 0.02 0.14% |
The Simple Regression forecasted value of Bandwidth on the next trading day is expected to be 14.33 with a mean absolute deviation of 0.63 and the sum of the absolute errors of 38.39. Bandwidth Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Bandwidth stock prices and determine the direction of Bandwidth's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Bandwidth's historical fundamentals, such as revenue growth or operating cash flow patterns.
At the present time the relative strength index (rsi) of Bandwidth's share price is below 20 suggesting 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 0.478 | EPS Estimate Current Year 1.425 | EPS Estimate Next Year 2.1625 | Wall Street Target Price 23.6667 | EPS Estimate Current Quarter 0.372 |
Using Bandwidth hype-based prediction, you can estimate the value of Bandwidth from the perspective of Bandwidth response to recently generated media hype and the effects of current headlines on its competitors. We also analyze overall investor sentiment towards Bandwidth using Bandwidth's stock options and short interest. It helps to benchmark the overall future attitude of investors towards Bandwidth using crowd psychology based on the activity and movement of Bandwidth's stock price.
Bandwidth Short Interest
A significant increase or decrease in Bandwidth's short interest from the previous month could be a good indicator of investor sentiment towards Bandwidth. Short interest can provide insight into the potential direction of Bandwidth stock and how bullish or bearish investors feel about the market overall.
200 Day MA 14.7096 | Short Percent 0.0476 | Short Ratio 5.48 | Shares Short Prior Month 1.1 M | 50 Day MA 14.7488 |
Bandwidth Hype to Price Pattern
Investor biases related to Bandwidth's public news can be used to forecast risks associated with an investment in Bandwidth. The trend in average sentiment can be used to explain how an investor holding Bandwidth can time the market purely based on public headlines and social activities around Bandwidth. 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 Bandwidth's market sentiment to its price can help taders to make decisions based on the overall investors consensus about Bandwidth.
Bandwidth Implied Volatility | 1.21 |
Bandwidth's implied volatility exposes the market's sentiment of Bandwidth stock's possible movements over time. However, it does not forecast the overall direction of its price. In a nutshell, if Bandwidth'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 Bandwidth stock will not fluctuate a lot when Bandwidth's options are near their expiration.
The Simple Regression forecasted value of Bandwidth on the next trading day is expected to be 14.33 with a mean absolute deviation of 0.63 and the sum of the absolute errors of 38.39. Bandwidth after-hype prediction price | USD 14.08 |
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.
Bandwidth | Build AI portfolio with Bandwidth Stock |
Open Interest Against 2026-02-20 Bandwidth Option Contracts
Although open interest is a measure utilized in the options markets, it could be used to forecast Bandwidth'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 Bandwidth's options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for Bandwidth 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 Bandwidth's open interest, investors have to compare it to Bandwidth'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 Bandwidth 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 Bandwidth. 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.
Bandwidth Additional Predictive Modules
Most predictive techniques to examine Bandwidth price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Bandwidth using various technical indicators. When you analyze Bandwidth 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 |
Bandwidth Simple Regression Price Forecast For the 12th of January 2026
Given 90 days horizon, the Simple Regression forecasted value of Bandwidth on the next trading day is expected to be 14.33 with a mean absolute deviation of 0.63, mean absolute percentage error of 0.56, and the sum of the absolute errors of 38.39.Please note that although there have been many attempts to predict Bandwidth 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 Bandwidth's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Bandwidth Stock Forecast Pattern
| Backtest Bandwidth | Bandwidth Price Prediction | Buy or Sell Advice |
Bandwidth Forecasted Value
In the context of forecasting Bandwidth'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. Bandwidth's downside and upside margins for the forecasting period are 11.92 and 16.74, respectively. We have considered Bandwidth'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 Simple Regression forecasting method's relative quality and the estimations of the prediction error of Bandwidth stock data series using in forecasting. Note that when a statistical model is used to represent Bandwidth 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 | 117.525 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.6293 |
| MAPE | Mean absolute percentage error | 0.0419 |
| SAE | Sum of the absolute errors | 38.3855 |
Predictive Modules for Bandwidth
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Bandwidth. 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.Other Forecasting Options for Bandwidth
For every potential investor in Bandwidth, whether a beginner or expert, Bandwidth's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Bandwidth Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Bandwidth. Basic forecasting techniques help filter out the noise by identifying Bandwidth's price trends.Bandwidth 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 Bandwidth stock to make a market-neutral strategy. Peer analysis of Bandwidth could also be used in its relative valuation, which is a method of valuing Bandwidth by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Bandwidth 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 Bandwidth'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 Bandwidth's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Bandwidth Market Strength Events
Market strength indicators help investors to evaluate how Bandwidth stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Bandwidth shares will generate the highest return on investment. By undertsting and applying Bandwidth stock market strength indicators, traders can identify Bandwidth entry and exit signals to maximize returns.
Bandwidth Risk Indicators
The analysis of Bandwidth'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 Bandwidth's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting bandwidth 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 | 1.69 | |||
| Standard Deviation | 2.46 | |||
| Variance | 6.06 |
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.When determining whether Bandwidth is a strong investment it is important to analyze Bandwidth'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 Bandwidth's future performance. For an informed investment choice regarding Bandwidth Stock, refer to the following important reports:Check out Historical Fundamental Analysis of Bandwidth to cross-verify your projections. For information on how to trade Bandwidth Stock refer to our How to Trade Bandwidth Stock guide.You can also try the Pattern Recognition module to use different Pattern Recognition models to time the market across multiple global exchanges.
Is Diversified Telecommunication Services 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 Bandwidth. If investors know Bandwidth 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 Bandwidth listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Earnings Share (0.39) | Revenue Per Share | Quarterly Revenue Growth (0.01) | Return On Assets | Return On Equity |
The market value of Bandwidth is measured differently than its book value, which is the value of Bandwidth that is recorded on the company's balance sheet. Investors also form their own opinion of Bandwidth's value that differs from its market value or its book value, called intrinsic value, which is Bandwidth'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 Bandwidth's market value can be influenced by many factors that don't directly affect Bandwidth'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 Bandwidth's value and its price as these two are different measures arrived at by different means. Investors typically determine if Bandwidth is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Bandwidth'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.