Li Auto Stock Forward View - Double Exponential Smoothing
| LI Stock | USD 17.75 -0.01 -0.06% |
Momentum
Impartial
Oversold | Overbought |
Quarterly Earnings Growth -0.02 | EPS Estimate Next Quarter 1.5418 | EPS Estimate Current Year 2.0633 | EPS Estimate Next Year 5.203 | Wall Street Target Price 23.6222 |
The hype perspective for Li Auto maps headline activity to recent price response and peer coverage. Sentiment context for Li Auto is drawn from options positioning and short interest patterns.
Short Interest Overview for Li Auto
When Li Auto's short interest rises materially month-over-month, it suggests that more market participants are betting against Li Auto. Monitoring the trend is essential for long holders.
200 Day MA 22.318 | Short Percent 0.0573 | Short Ratio 5.26 | Shares Short Prior Month 23 M | 50 Day MA 17.4096 |
Li Auto RSI Reading
The Double Exponential Smoothing forecasted value of Li Auto on the next trading day is projected to be 17.82 with a mean absolute deviation of 0.31 and the sum of the absolute errors of 18.42.Headline Hype vs Price - Li Auto
Behavioral finance research confirms that investor sentiment drives Li Auto's price in the short term. By quantifying that sentiment from news and social signals, investors can better time entries and exits in Li Auto.
Li Auto's investor sentiment is not always right, but it is always relevant. Understanding the current mood of the market toward Li Auto helps investors assess whether current prices reflect greed, fear, or rational expectation.
Li Auto Implied Volatility | 1.55 |
For option buyers, high Li Auto's implied volatility means paying more for the right to profit from price movements in Li Auto. For sellers, elevated implied volatility creates opportunities to collect richer premiums.
The Double Exponential Smoothing forecasted value of Li Auto on the next trading day is projected to be 17.82 with a mean absolute deviation of 0.31 and the sum of the absolute errors of 18.42.Li Auto after-hype prediction price | $ 17.76 |
Sentiment metrics here complement forecasting and technical views with analyst and earnings context.
Historical Fundamental Analysis of Li Auto can be used to cross-verify projections for Li Auto. The view provides historical context for the projection set.Rule 16 Overview for current Li Auto contract - Volatility Context
Rule 16 applies implied volatility to estimate a daily move of roughly 0.0969% across the 2026-03-20 option cycle. With Li Auto trading near $ 17.75, that translates to about $ 0.0172 per day in either direction.
Open Interest Snapshot: Li Auto 2026-03-20 Options
Outstanding option contracts for Li Auto are summarized through open interest, which highlights market participation.
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 Double Exponential Smoothing Price Forecast For the 12th of March 2026
Given 90 days horizon, the Double Exponential Smoothing forecasted value of Li Auto on the next trading day is expected to be 17.82 with a mean absolute deviation of 0.31 , mean absolute percentage error of 0.15 , and the sum of the absolute errors of 18.42 .Please note that although there have been many attempts to predict Li Auto Stock prices using its time series forecasting, we generally do not suggest 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 | Research Analysis |
Li Auto Forecasted Value
This next-day forecast for Li Auto uses model performance to estimate practical downside and upside boundaries rather than a single point target alone. Investors should still remember that no empirical framework consistently proves that one family of forecasting models will outperform all other approaches in live markets.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Double Exponential Smoothing 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 | Huge |
| Bias | Arithmetic mean of the errors | 0.0586 |
| MAD | Mean absolute deviation | 0.3122 |
| MAPE | Mean absolute percentage error | 0.018 |
| SAE | Sum of the absolute errors | 18.42 |
The mean reversion principle applied to Li Auto's suggests that neither prolonged outperformance nor underperformance is permanent. Investors exploit this by positioning against extremes in price relative to fundamental value.
Li Auto After-Hype Price Density Analysis
Probability distributions applied to Li Auto price forecasting provide a more honest representation of uncertainty than single point estimates. The shape of Li Auto's distribution - whether it is symmetric, skewed, or fat-tailed - carries important information for risk.
Next price density |
| Expected price to next headline |
Li Auto Estimiated After-Hype Price Volatility
News-driven price analysis for Li Auto quantifies the historical relationship between headline events and Li Auto's short-term price response. Li Auto's after-hype downside and upside margins for the prediction period are 15.57 and 19.95, respectively. The strength of this signal depends on the consistency of Li Auto's past reactions to comparable news categories.
Current Value
The after-hype framework applied to Li Auto assumes a 3 months review window and focuses on post-sentiment normalization rather than raw momentum. This view is most useful when investors want to compare sentiment-driven price extension with a more measured post-news scenario.
Li Auto Stock Price Outlook Analysis
Have you ever been surprised when a price of a Company such as Li Auto is soaring high without any particular reason? This is usually happening because many institutional investors are aggressively trading Li Auto 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 Li Auto, 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 |
0.09 | 2.19 | 0.03 | 0.19 | 11 Events | 6 Events | In 11 days |
| Latest traded price | Expected after-news price | Potential return on next major news | Average after-hype volatility | |
17.75 | 17.76 | 0.00 |
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Li Auto Hype Timeline
As of March 11, 2026 Li Auto is listed for 17.75. The company has historical hype elasticity of 0.03, and average elasticity to hype of competition of -0.19. Li Auto is forecasted 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 forecasted to be very small, whereas the daily expected return is now at 0.09%. %. The volatility of related hype on Li Auto is about 106.0%, with the expected price after the next announcement by competition of 17.56. The company has price-to-book ratio of 1.73. Typically companies with comparable Price to Book (P/B) are able to outperform the market in the long run. Li Auto has Price/Earnings To Growth (PEG) ratio of 2.05. The company had not issued any dividends in recent years. Allowing for the 90-day total investment horizon the next forecasted press release will be in 11 days. Historical Fundamental Analysis of Li Auto can be used to cross-verify projections for Li Auto. The view provides historical context for the projection set.Li Auto Related Hype Analysis
When a direct competitor of Li Auto experiences a significant news event, the market often re-rates Li Auto's shares in sympathy or in contrast, depending on whether the news affects the sector broadly or competitively.
| HypeElasticity | NewsDensity | SemiDeviation | InformationRatio | PotentialUpside | ValueAt Risk | MaximumDrawdown | |||
| GELHY | Geely Automobile Holdings | 0.00 | 0 per month | 0.00 | -0.04 | 3.01 | -3.16 | 8.14 | |
| XPEV | Xpeng Inc | 0.90 | 10 per month | 2.71 | 0.02 | 6.52 | -3.58 | 16.73 | |
| DRI | Darden Restaurants | 1.31 | 10 per month | 1.48 | 0.14 | 3.28 | -2.67 | 8.67 | |
| NVR | NVR Inc | -32.38 | 11 per month | 0.00 | -0.10 | 2.69 | -2.15 | 10.73 | |
| NIO | Nio Class A | 0.03 | 9 per month | 2.59 | 0.09 | 5.45 | -3.83 | 11.98 | |
| RL | Ralph Lauren Corp | -0.16 | 8 per month | 0.00 | -0.02 | 2.52 | -4.26 | 8.40 | |
| QSR | Restaurant Brands International | -1.20 | 9 per month | 1.44 | 0.02 | 2.76 | -1.85 | 9.96 | |
| HMC | Honda Motor Co | 0.20 | 7 per month | 0.00 | -0.04 | 2.96 | -2.99 | 8.27 | |
| RIVN | Rivian Automotive | 0.37 | 8 per month | 2.86 | 0.01 | 10.70 | -5.22 | 33.75 | |
| ULTA | Ulta Beauty | 10.27 | 8 per month | 1.32 | 0.13 | 2.81 | -2.32 | 16.26 |
Other Forecasting Options for Li Auto
Regardless of investment experience, understanding Li Auto's price movement is essential for anyone considering a position in Li Auto. Price charts for Li Auto Stock are often filled with noise that can lead to poor investment choices if not properly filtered.Li Auto Related Equities
The following equities are related to Li Auto within the Consumer Discretionary space and can be used for peer comparison, relative valuation, or portfolio diversification. Comparing Li Auto against peers on metrics such as P/E, margins, and return on equity helps contextualize its positioning and identify relative strengths or weaknesses.
| Risk & Return | Correlation |
Li Auto Market Strength Events
Market strength indicators for Li Auto give investors insight into the stock's responsiveness to broader market forces. Tracking these indicators helps investors make informed timing decisions and identify periods where trading Li Auto is likely to be most rewarding.
| Rate Of Daily Change | 1.0 | |||
| Day Median Price | 17.75 | |||
| Day Typical Price | 17.75 | |||
| Price Action Indicator | -0.01 | |||
| Period Momentum Indicator | -0.01 | |||
| Relative Strength Index | 51.32 |
Li Auto Risk Indicators
A thorough review of Li Auto's risk indicators is an important first step in forecasting its price and managing investment exposure. This analysis helps investors determine the appropriate level of risk to accept when holding Li Auto's.
| Mean Deviation | 1.7 | |||
| Semi Deviation | 1.91 | |||
| Standard Deviation | 2.16 | |||
| Variance | 4.66 | |||
| Downside Variance | 3.92 | |||
| Semi Variance | 3.64 | |||
| Expected Short fall | -1.86 |
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 Li Auto
Coverage intensity for Li Auto matters because narrative visibility can influence sentiment, participation, and volatility around the name. The stronger process compares story flow with performance, theme classification, and the level of short-term market interest.
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Latest Perspective From Macroaxis
Li Auto Short Properties
Short sentiment tied to Li Auto matters because heavier bearish pressure can change how quickly future price expectations become unstable. Used correctly, these measures can help investors decide when hedging or timing discipline may matter more than conviction alone.
| Common Stock Shares Outstanding | 1.1 B | |
| Cash And Short Term Investments | 112.8 B |
More Resources for Li Auto Stock Analysis
Historical Fundamental Analysis of Li Auto can be used to cross-verify projections for Li Auto. The view provides historical context for the projection set. New to investing in Li Auto Stock? Start with our How to Invest in Li Auto Stock guide for a step-by-step overview.Analysis related to Li Auto should be read together with other portfolio and risk tools before capital is reallocated. That is especially important when the goal is to improve the overall mix of instruments already held. You can also try the Sync Your Broker module to sync your existing holdings, watchlists, positions or portfolios from thousands of online brokerage services, banks, investment account aggregators and robo-advisors..
Quarterly Earnings Growth -0.02 | Earnings Share 1.1 | Revenue Per Share | Quarterly Revenue Growth -0.36 | Return On Assets |
Li Auto market price can diverge from book value, the accounting figure shown on Li Auto balance sheet. Li Auto's market capitalization is 18.2 B. A P/B ratio of 1.73 indicates the market values Li Auto above its accounting book value. Enterprise value stands at 6.39 B. Intrinsic value represents an estimate of underlying worth and can differ from both market price and book value. Valuation methods compare these perspectives to frame context.
It is useful to distinguish Li Auto's value from its trading price, which are computed with different methods. For Li Auto, key inputs include a P/B ratio of 1.73, a profit margin of 3.63%, ROE of 6.64%, and revenue of 144.52 B. The quoted price is simply the exchange level where supply meets demand.