Li Auto Stock Forecast - Naive Prediction
| LI Stock | USD 17.25 0.32 1.89% |
The Naive Prediction forecasted value of Li Auto on the next trading day is expected to be 17.52 with a mean absolute deviation of 0.29 and the sum of the absolute errors of 17.48. Li Auto Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Li Auto's historical fundamentals, such as revenue growth or operating cash flow patterns.
As of 4th of January 2026 the relative strength index (rsi) of Li Auto's share price is below 20 . This indicates 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 (0.02) | EPS Estimate Next Quarter 1.5418 | EPS Estimate Current Year 2.1072 | EPS Estimate Next Year 6.1574 | Wall Street Target Price 24.6983 |
Using Li Auto hype-based prediction, you can estimate the value of Li Auto from the perspective of Li Auto response to recently generated media hype and the effects of current headlines on its competitors. We also analyze overall investor sentiment towards Li Auto using Li Auto's stock options and short interest. It helps to benchmark the overall future attitude of investors towards Li Auto using crowd psychology based on the activity and movement of Li Auto's stock price.
Li Auto Short Interest
A significant increase or decrease in Li Auto's short interest from the previous month could be a good indicator of investor sentiment towards Li Auto. Short interest can provide insight into the potential direction of Li Auto stock and how bullish or bearish investors feel about the market overall.
200 Day MA 24.1299 | Short Percent 0.057 | Short Ratio 4.79 | Shares Short Prior Month 21.7 M | 50 Day MA 18.7196 |
Li Auto Hype to Price Pattern
Investor biases related to Li Auto's public news can be used to forecast risks associated with an investment in Li Auto. The trend in average sentiment can be used to explain how an investor holding Li Auto can time the market purely based on public headlines and social activities around Li Auto. 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 Li Auto's market sentiment to its price can help taders to make decisions based on the overall investors consensus about Li Auto.
Li Auto Implied Volatility | 0.61 |
Li Auto's implied volatility exposes the market's sentiment of Li Auto stock's possible movements over time. However, it does not forecast the overall direction of its price. In a nutshell, if Li Auto'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 Li Auto stock will not fluctuate a lot when Li Auto's options are near their expiration.
The Naive Prediction forecasted value of Li Auto on the next trading day is expected to be 17.52 with a mean absolute deviation of 0.29 and the sum of the absolute errors of 17.48. Li Auto after-hype prediction price | USD 17.22 |
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 Li Auto to cross-verify your projections. Open Interest Against 2026-03-20 Li Auto Option Contracts
Although open interest is a measure utilized in the options markets, it could be used to forecast Li Auto'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 Li Auto's options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for Li Auto 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 Li Auto's open interest, investors have to compare it to Li Auto'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 Li Auto 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 Li Auto. 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.
Li Auto Additional Predictive Modules
Most predictive techniques to examine Li Auto price help traders to determine how to time the market. We provide a combination of tools to recognize potential entry and exit points for Li Auto using various technical indicators. When you analyze Li Auto 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 |
Li Auto 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 Li Auto's financial statements, enabling forecasts of their impact on future stock prices.
Cash | First Reported 2018-12-31 | Previous Quarter 49.8 B | Current Value 51.1 B | Quarterly Volatility 29.8 B |
Li Auto Naive Prediction Price Forecast For the 5th of January
Given 90 days horizon, the Naive Prediction forecasted value of Li Auto on the next trading day is expected to be 17.52 with a mean absolute deviation of 0.29, mean absolute percentage error of 0.14, and the sum of the absolute errors of 17.48.Please note that although there have been many attempts to predict Li Auto 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 Li Auto's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Li Auto Stock Forecast Pattern
| Backtest Li Auto | Li Auto Price Prediction | Buy or Sell Advice |
Li Auto Forecasted Value
In the context of forecasting Li Auto'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. Li Auto's downside and upside margins for the forecasting period are 15.62 and 19.42, respectively. We have considered Li Auto'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 Li Auto stock data series using in forecasting. Note that when a statistical model is used to represent Li Auto 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 | 116.1147 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.2866 |
| MAPE | Mean absolute percentage error | 0.0151 |
| SAE | Sum of the absolute errors | 17.4806 |
Predictive Modules for Li Auto
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Li Auto. 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 Li Auto
For every potential investor in Li Auto, whether a beginner or expert, Li Auto's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Li Auto Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Li Auto. Basic forecasting techniques help filter out the noise by identifying Li Auto's price trends.Li Auto 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 Li Auto stock to make a market-neutral strategy. Peer analysis of Li Auto could also be used in its relative valuation, which is a method of valuing Li Auto by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Li Auto 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 Li Auto'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 Li Auto's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Li Auto Market Strength Events
Market strength indicators help investors to evaluate how Li Auto stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Li Auto shares will generate the highest return on investment. By undertsting and applying Li Auto stock market strength indicators, traders can identify Li Auto entry and exit signals to maximize returns.
Li Auto Risk Indicators
The analysis of Li Auto'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 Li Auto's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting li auto 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 | |||
| Standard Deviation | 1.93 | |||
| Variance | 3.71 |
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
Check out Historical Fundamental Analysis of Li Auto to cross-verify your projections. For more detail on how to invest in Li Auto Stock please use our How to Invest in Li Auto guide.You can also try the Correlation Analysis module to reduce portfolio risk simply by holding instruments which are not perfectly correlated.
Is Automobile Manufacturers 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 Li Auto. If investors know Li Auto 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 Li Auto 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 (0.02) | Earnings Share 1.09 | Revenue Per Share | Quarterly Revenue Growth (0.36) | Return On Assets |
The market value of Li Auto is measured differently than its book value, which is the value of Li Auto that is recorded on the company's balance sheet. Investors also form their own opinion of Li Auto's value that differs from its market value or its book value, called intrinsic value, which is Li Auto'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 Li Auto's market value can be influenced by many factors that don't directly affect Li Auto'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 Li Auto's value and its price as these two are different measures arrived at by different means. Investors typically determine if Li Auto is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Li Auto'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.