Village Farms Stock Forecast - Naive Prediction
| VFF Stock | USD 3.69 0.04 1.10% |
The Naive Prediction forecasted value of Village Farms International on the next trading day is expected to be 3.67 with a mean absolute deviation of 0.17 and the sum of the absolute errors of 10.36. Village Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Village Farms' historical fundamentals, such as revenue growth or operating cash flow patterns.
As of 4th of January 2026 the relative strength index (rsi) of Village Farms' share price is below 20 . This entails 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 |
Quarterly Earnings Growth (0.78) | EPS Estimate Next Quarter 0.02 | EPS Estimate Current Year 0.13 | EPS Estimate Next Year 0.21 | Wall Street Target Price 4.9167 |
Using Village Farms hype-based prediction, you can estimate the value of Village Farms International from the perspective of Village Farms response to recently generated media hype and the effects of current headlines on its competitors. We also analyze overall investor sentiment towards Village Farms using Village Farms' stock options and short interest. It helps to benchmark the overall future attitude of investors towards Village using crowd psychology based on the activity and movement of Village Farms' stock price.
Village Farms Short Interest
A significant increase or decrease in Village Farms' short interest from the previous month could be a good indicator of investor sentiment towards Village. Short interest can provide insight into the potential direction of Village Farms stock and how bullish or bearish investors feel about the market overall.
200 Day MA 2.1315 | Short Percent 0.0478 | Short Ratio 1.63 | Shares Short Prior Month 5.2 M | 50 Day MA 3.5582 |
Village Farms Intern Hype to Price Pattern
Investor biases related to Village Farms' public news can be used to forecast risks associated with an investment in Village. The trend in average sentiment can be used to explain how an investor holding Village can time the market purely based on public headlines and social activities around Village Farms International. 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 Village Farms' market sentiment to its price can help taders to make decisions based on the overall investors consensus about Village Farms.
Village Farms Implied Volatility | 1.27 |
Village Farms' implied volatility exposes the market's sentiment of Village Farms International stock's possible movements over time. However, it does not forecast the overall direction of its price. In a nutshell, if Village Farms' 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 Village Farms stock will not fluctuate a lot when Village Farms' options are near their expiration.
The Naive Prediction forecasted value of Village Farms International on the next trading day is expected to be 3.67 with a mean absolute deviation of 0.17 and the sum of the absolute errors of 10.36. Village Farms after-hype prediction price | USD 3.63 |
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 Village Farms to cross-verify your projections. Open Interest Against 2026-03-20 Village Option Contracts
Although open interest is a measure utilized in the options markets, it could be used to forecast Village Farms' 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 Village Farms' options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for Village Farms 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 Village Farms' open interest, investors have to compare it to Village Farms' 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 Village Farms 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 Village. 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.
Village Farms Additional Predictive Modules
Most predictive techniques to examine Village price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Village using various technical indicators. When you analyze Village 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 |
Village Farms Cash Forecast
Predicting cash flow or other financial metrics requires analysts to utilize a variety of statistical methods, techniques, and algorithms. These tools help uncover hidden patterns in the Village Farms' financial statements, enabling forecasts of their impact on future stock prices.
Cash | First Reported 2004-09-30 | Previous Quarter 60 M | Current Value 87.6 M | Quarterly Volatility 23.9 M |
Village Farms Naive Prediction Price Forecast For the 5th of January
Given 90 days horizon, the Naive Prediction forecasted value of Village Farms International on the next trading day is expected to be 3.67 with a mean absolute deviation of 0.17, mean absolute percentage error of 0.05, and the sum of the absolute errors of 10.36.Please note that although there have been many attempts to predict Village 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 Village Farms' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Village Farms Stock Forecast Pattern
| Backtest Village Farms | Village Farms Price Prediction | Buy or Sell Advice |
Village Farms Forecasted Value
In the context of forecasting Village Farms' 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. Village Farms' downside and upside margins for the forecasting period are 0.04 and 9.09, respectively. We have considered Village Farms' 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 Village Farms stock data series using in forecasting. Note that when a statistical model is used to represent Village Farms 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 | 115.0232 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.1699 |
| MAPE | Mean absolute percentage error | 0.0481 |
| SAE | Sum of the absolute errors | 10.3648 |
Predictive Modules for Village Farms
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Village Farms Intern. 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 Village Farms
For every potential investor in Village, whether a beginner or expert, Village Farms' price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Village Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Village. Basic forecasting techniques help filter out the noise by identifying Village Farms' price trends.Village Farms 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 Village Farms stock to make a market-neutral strategy. Peer analysis of Village Farms could also be used in its relative valuation, which is a method of valuing Village Farms by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Village Farms Intern 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 Village Farms' 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 Village Farms' current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Village Farms Market Strength Events
Market strength indicators help investors to evaluate how Village Farms stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Village Farms shares will generate the highest return on investment. By undertsting and applying Village Farms stock market strength indicators, traders can identify Village Farms International entry and exit signals to maximize returns.
Village Farms Risk Indicators
The analysis of Village Farms' 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 Village Farms' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting village 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 | 4.24 | |||
| Semi Deviation | 4.73 | |||
| Standard Deviation | 5.68 | |||
| Variance | 32.29 | |||
| Downside Variance | 26.71 | |||
| Semi Variance | 22.37 | |||
| Expected Short fall | (4.78) |
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.
Currently Active Assets on Macroaxis
When determining whether Village Farms Intern is a strong investment it is important to analyze Village Farms' 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 Village Farms' future performance. For an informed investment choice regarding Village Stock, refer to the following important reports:Check out Historical Fundamental Analysis of Village Farms to cross-verify your projections. You can also try the Aroon Oscillator module to analyze current equity momentum using Aroon Oscillator and other momentum ratios.
Is Agricultural Products & 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 Village Farms. If investors know Village 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 Village Farms 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 (0.78) | Earnings Share 0.05 | Revenue Per Share | Quarterly Revenue Growth 0.215 | Return On Assets |
The market value of Village Farms Intern is measured differently than its book value, which is the value of Village that is recorded on the company's balance sheet. Investors also form their own opinion of Village Farms' value that differs from its market value or its book value, called intrinsic value, which is Village Farms' 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 Village Farms' market value can be influenced by many factors that don't directly affect Village Farms' 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 Village Farms' value and its price as these two are different measures arrived at by different means. Investors typically determine if Village Farms is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Village Farms' 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.