Blackline Stock Forecast - Simple Regression
| BL Stock | USD 53.06 1.35 2.61% |
The Simple Regression forecasted value of Blackline on the next trading day is expected to be 55.45 with a mean absolute deviation of 1.69 and the sum of the absolute errors of 104.93. Blackline Stock Forecast is based on your current time horizon. Although Blackline's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Blackline's systematic risk associated with finding meaningful patterns of Blackline fundamentals over time.
As of now, the relative strength indicator of Blackline's share price is approaching 45 suggesting 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 Blackline, making its price go up or down. Momentum 45
Impartial
Oversold | Overbought |
Quarterly Earnings Growth (0.68) | EPS Estimate Next Quarter 0.6535 | EPS Estimate Current Year 2.0803 | EPS Estimate Next Year 2.3542 | Wall Street Target Price 61.5385 |
Using Blackline hype-based prediction, you can estimate the value of Blackline from the perspective of Blackline response to recently generated media hype and the effects of current headlines on its competitors. We also analyze overall investor sentiment towards Blackline using Blackline's stock options and short interest. It helps to benchmark the overall future attitude of investors towards Blackline using crowd psychology based on the activity and movement of Blackline's stock price.
Blackline Short Interest
An investor who is long Blackline may also wish to track short interest. As short interest increases, investors should be becoming more worried about Blackline and may potentially protect profits, hedge Blackline with its derivative instruments, or be ready for some potential downside.
200 Day MA 53.7043 | Short Percent 0.1419 | Short Ratio 10.83 | Shares Short Prior Month 6.2 M | 50 Day MA 56.1496 |
Blackline Hype to Price Pattern
Investor biases related to Blackline's public news can be used to forecast risks associated with an investment in Blackline. The trend in average sentiment can be used to explain how an investor holding Blackline can time the market purely based on public headlines and social activities around Blackline. Please note that most equities that are difficult to arbitrage are affected by market sentiment the most.
Blackline Implied Volatility | 0.49 |
Blackline's implied volatility exposes the market's sentiment of Blackline stock's possible movements over time. However, it does not forecast the overall direction of its price. In a nutshell, if Blackline'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 Blackline stock will not fluctuate a lot when Blackline's options are near their expiration.
The Simple Regression forecasted value of Blackline on the next trading day is expected to be 55.45 with a mean absolute deviation of 1.69 and the sum of the absolute errors of 104.93. Blackline after-hype prediction price | USD 53.06 |
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.
Blackline | Build AI portfolio with Blackline Stock |
Prediction based on Rule 16 of the current Blackline contract
Based on the Rule 16, the options market is currently suggesting that Blackline will have an average daily up or down price movement of about 0.0306% per day over the life of the 2026-03-20 option contract. With Blackline trading at USD 53.06, that is roughly USD 0.0162 . If you think that the market is fully incorporating Blackline's daily price movement you should consider acquiring Blackline options at the current volatility level of 0.49%. But if you have an opposite viewpoint you should avoid it and even consider selling them.
Open Interest Against 2026-03-20 Blackline Option Contracts
Although open interest is a measure utilized in the options markets, it could be used to forecast Blackline'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 Blackline's options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for Blackline 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 Blackline's open interest, investors have to compare it to Blackline'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 Blackline 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 Blackline. 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.
Blackline Additional Predictive Modules
Most predictive techniques to examine Blackline price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Blackline using various technical indicators. When you analyze Blackline 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 |
Blackline Simple Regression Price Forecast For the 24th of January
Given 90 days horizon, the Simple Regression forecasted value of Blackline on the next trading day is expected to be 55.45 with a mean absolute deviation of 1.69, mean absolute percentage error of 3.89, and the sum of the absolute errors of 104.93.Please note that although there have been many attempts to predict Blackline 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 Blackline's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Blackline Stock Forecast Pattern
| Backtest Blackline | Blackline Price Prediction | Buy or Sell Advice |
Blackline Forecasted Value
In the context of forecasting Blackline'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. Blackline's downside and upside margins for the forecasting period are 53.52 and 57.39, respectively. We have considered Blackline'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 Blackline stock data series using in forecasting. Note that when a statistical model is used to represent Blackline 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 | 121.3057 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 1.6923 |
| MAPE | Mean absolute percentage error | 0.0305 |
| SAE | Sum of the absolute errors | 104.9255 |
Predictive Modules for Blackline
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Blackline. 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.Blackline After-Hype Price Prediction Density Analysis
As far as predicting the price of Blackline 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 Blackline 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 Blackline, with the unreliable approximations that try to describe financial returns.
Next price density |
| Expected price to next headline |
Blackline Estimiated After-Hype Price Volatility
In the context of predicting Blackline's stock value on the day after the next significant headline, we show statistically significant boundaries of downside and upside scenarios based on Blackline's historical news coverage. Blackline's after-hype downside and upside margins for the prediction period are 51.08 and 55.04, respectively. We have considered Blackline'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
Blackline is very steady at this time. Analysis and calculation of next after-hype price of Blackline is based on 3 months time horizon.
Blackline Stock Price Prediction Analysis
Have you ever been surprised when a price of a Company such as Blackline is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading Blackline 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 Blackline, there might be something going there, and it might present an excellent short sale opportunity.
| Expected Return | Period Volatility | Hype Elasticity | Related Elasticity | News Density | Related Density | Expected Hype |
0.03 | 1.94 | 0.00 | 0.03 | 9 Events / Month | 7 Events / Month | In about 9 days |
| Latest traded price | Expected after-news price | Potential return on next major news | Average after-hype volatility | ||
53.06 | 53.06 | 0.00 |
|
Blackline Hype Timeline
As of January 23, 2026 Blackline is listed for 53.06. The entity stock is not elastic to its hype. The average elasticity to hype of competition is 0.03. Blackline is expected not to react to the next headline, with the price staying at about the same level, and average media hype impact volatility is over 100%. The immediate return on the next news is expected to be very small, whereas the daily expected return is currently at -0.03%. %. The volatility of related hype on Blackline is about 204.0%, with the expected price after the next announcement by competition of 53.09. About 91.0% of the company shares are held by institutions such as insurance companies. The company had not issued any dividends in recent years. Allowing for the 90-day total investment horizon the next expected press release will be in about 9 days. Check out Historical Fundamental Analysis of Blackline to cross-verify your projections.Blackline Related Hype Analysis
Having access to credible news sources related to Blackline's direct competition is more important than ever and may enhance your ability to predict Blackline's future price movements. Getting to know how Blackline'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 Blackline may potentially react to the hype associated with one of its peers.
| HypeElasticity | NewsDensity | SemiDeviation | InformationRatio | PotentialUpside | ValueAt Risk | MaximumDrawdown | |||
| DAVE | Dave Inc | 9.85 | 10 per month | 0.00 | (0.03) | 6.01 | (8.15) | 22.77 | |
| AGYS | Agilysys | (0.26) | 20 per month | 2.45 | (0.01) | 3.20 | (4.13) | 28.78 | |
| PTRN | Pattern Group Series | 0.21 | 10 per month | 4.03 | 0.03 | 9.15 | (6.68) | 30.40 | |
| ASAN | Asana Inc | (0.09) | 8 per month | 0.00 | (0.17) | 3.44 | (5.47) | 15.87 | |
| GBTG | Global Business Travel | (0.26) | 11 per month | 0.00 | (0.06) | 3.82 | (4.08) | 13.45 | |
| VERX | Vertex | 0.04 | 19 per month | 0.00 | (0.19) | 3.45 | (4.81) | 10.98 | |
| KC | Kingsoft Cloud Holdings | (0.05) | 4 per month | 0.00 | (0.04) | 4.77 | (4.71) | 26.30 | |
| FRSH | Freshworks | 0.06 | 26 per month | 2.08 | (0.01) | 3.12 | (3.10) | 8.44 | |
| YOU | Clear Secure | 0.06 | 2 per month | 2.08 | 0.04 | 5.49 | (3.81) | 18.67 | |
| BLKB | Blackbaud | (0.05) | 4 per month | 0.00 | (0.14) | 2.59 | (4.13) | 11.92 |
Other Forecasting Options for Blackline
For every potential investor in Blackline, whether a beginner or expert, Blackline's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Blackline Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Blackline. Basic forecasting techniques help filter out the noise by identifying Blackline's price trends.Blackline 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 Blackline stock to make a market-neutral strategy. Peer analysis of Blackline could also be used in its relative valuation, which is a method of valuing Blackline by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Blackline Market Strength Events
Market strength indicators help investors to evaluate how Blackline stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Blackline shares will generate the highest return on investment. By undertsting and applying Blackline stock market strength indicators, traders can identify Blackline entry and exit signals to maximize returns.
Blackline Risk Indicators
The analysis of Blackline'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 Blackline's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting blackline 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 | 1.56 | |||
| Semi Deviation | 1.98 | |||
| Standard Deviation | 2.05 | |||
| Variance | 4.21 | |||
| Downside Variance | 4.91 | |||
| Semi Variance | 3.92 | |||
| Expected Short fall | (1.58) |
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 Blackline
The number of cover stories for Blackline depends on current market conditions and Blackline's risk-adjusted performance over time. The coverage that generates the most noise at a given time depends on the prevailing investment theme that Blackline 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 Blackline's long-term prospects. So, having above-average coverage will typically attract above-average short interest, leading to significant price volatility.
Contributor Headline
Latest Perspective From Macroaxis
Blackline Short Properties
Blackline's future price predictability will typically decrease when Blackline's long traders begin to feel the short-sellers pressure to drive the price lower. The predictive aspect of Blackline often depends not only on the future outlook of the potential Blackline'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. Blackline's indicators that are reflective of the short sentiment are summarized in the table below.
| Common Stock Shares Outstanding | 73.5 M | |
| Cash And Short Term Investments | 885.9 M |
Check out Historical Fundamental Analysis of Blackline to cross-verify your projections. For more information on how to buy Blackline Stock please use our How to buy in Blackline Stock guide.You can also try the AI Portfolio Prophet module to use AI to generate optimal portfolios and find profitable investment opportunities.
Is Application Software 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 Blackline. If investors know Blackline 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 Blackline 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 (0.68) | Earnings Share 1.1 | Revenue Per Share | Quarterly Revenue Growth 0.075 | Return On Assets |
The market value of Blackline is measured differently than its book value, which is the value of Blackline that is recorded on the company's balance sheet. Investors also form their own opinion of Blackline's value that differs from its market value or its book value, called intrinsic value, which is Blackline'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 Blackline's market value can be influenced by many factors that don't directly affect Blackline'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 Blackline's value and its price as these two are different measures arrived at by different means. Investors typically determine if Blackline is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Blackline'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.