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Jul 24, 2023
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$TSM Winning Strategy: Trader Robot Yields +3.80% Last Week

$TSM Winning Strategy: Trader Robot Yields +3.80% Last Week

Artificial Intelligence (AI) trading robots have been making waves in the financial markets, and "Trend Trader: Popular Stocks (TA&FA)" is no exception. These innovative bots, acting as bot factories, achieved an impressive +strong performance while trading TSM (Taiwan Semiconductor Manufacturing Company) over the previous week. Despite the recent bearish signal from the Moving Average Convergence Divergence Histogram (MACD), the AI-powered trading bots seem to have navigated the market successfully. In this article, we will analyze the MACD signal, delve into historical data, and examine the latest earnings report for TSM to gain insights into the stock's potential future trajectory.

Analyzing the Bearish MACD Signal

On July 18, 2023, TSM's MACD Histogram turned negative, indicating a potential bearish trend in the stock's price movement. A negative MACD suggests that the short-term moving average is crossing below the long-term moving average, signaling a shift in momentum towards the downside. To understand the significance of this signal, Tickeron's A.I.dvisor studied 41 instances in the past where the MACD turned negative.

Out of the 41 cases, the stock moved lower in 27 instances, resulting in a 66% probability of a downward move following the bearish MACD crossover. While this may raise concerns among investors, it is essential to consider other factors that might influence TSM's future performance, including the company's fundamentals and overall market conditions.

Earnings Results and Market Capitalization

On July 20, 2023, TSM released its latest earnings report, showing earnings per share (EPS) of $1.14. This figure exceeded the estimated EPS of $1.07, indicating that the company performed better than analysts' expectations. Positive earnings surprises can often lead to short-term price movements as investors respond to the better-than-expected results.

Additionally, it's essential to understand the company's market capitalization, which plays a significant role in determining its overall value in the market. With 15.36 million shares outstanding, TSM's current market capitalization stands at a substantial $467.34 billion. A company's market capitalization reflects its total equity value and is a key metric for investors to consider when evaluating investment opportunities.

The Role of AI Trading Bots

AI-powered trading bots have garnered attention for their ability to swiftly analyze vast amounts of data and execute trades based on predefined algorithms. In the case of "Trend Trader: Popular Stocks (TA&FA)," these bots achieved a remarkable +strong performance while trading TSM in the previous week. Despite the bearish MACD signal, the bots' algorithms seem to have identified favorable entry and exit points, leading to positive returns.

Summary

AI trading robots have displayed their potential by generating a +strong performance while trading TSM amidst a bearish MACD signal. While the negative MACD suggests a possible downward move, it is essential to consider other factors such as the company's earnings results and overall market capitalization. The recent earnings report showed positive results, beating analyst estimates, and the company's market capitalization remains substantial.

Related Ticker: TSM

Contributor

Dem Sem's AvatarDem Sem|Expert

TSM in +3.57% Uptrend, advancing for three consecutive days on October 28, 2026

Moving higher for three straight days is viewed as a bullish sign. Keep an eye on this stock for future growth. Considering data from situations where TSM advanced for three days, in 236 of 317 cases, the price rose further within the following month. The odds of a continued upward trend are 74%.

Price Prediction Chart

Technical Analysis (Indicators)

Bullish Trend Analysis

The RSI Indicator points to a transition from a downward trend to an upward trend -- in cases where TSM's RSI Indicator exited the oversold zone, 15 of 23 resulted in an increase in price. Tickeron's analysis proposes that the odds of a continued upward trend are 65%.

The Aroon Indicator entered an Uptrend today. In 201 of 276 cases where TSM Aroon's Indicator entered an Uptrend, the price rose further within the following month. The odds of a continued Uptrend are 73%.

Bearish Trend Analysis

The Stochastic Oscillator may be shifting from an upward trend to a downward trend. In 40 of 67 cases where TSM's Stochastic Oscillator exited the overbought zone, the price fell further within the following month. The odds of a continued downward trend are 60%.

The Momentum Indicator moved below the 0 level on October 30, 2026. You may want to consider selling the stock, shorting the stock, or exploring put options on TSM as a result. In 55 of 84 cases where the Momentum Indicator fell below 0, the stock fell further within the subsequent month. The odds of a continued downward trend are 65%.

The Moving Average Convergence Divergence Histogram (MACD) for TSM turned negative on October 09, 2026. This could be a sign that the stock is set to turn lower in the coming weeks. Traders may want to sell the stock or buy put options. Tickeron's A.I.dvisor looked at 46 similar instances when the indicator turned negative. In 28 of the 46 cases the stock turned lower in the days that followed. This puts the odds of success at 61%.

TSM moved below its 50-day moving average on October 29, 2026 date and that indicates a change from an upward trend to a downward trend.

The 10-day moving average for TSM crossed bearishly below the 50-day moving average on October 22, 2026. This indicates that the trend has shifted lower and could be considered a sell signal. In 10 of 16 past instances when the 10-day crossed below the 50-day, the stock continued to move higher over the following month. The odds of a continued downward trend are 62%.

Following a 3-day decline, the stock is projected to fall further. Considering past instances where TSM declined for three days, the price rose further in 50 of 62 cases within the following month. The odds of a continued downward trend are 62%.

TSM broke above its upper Bollinger Band on October 05, 2026. This could be a sign that the stock is set to drop as the stock moves back below the upper band and toward the middle band. You may want to consider selling the stock or exploring put options.

Fundamental Analysis (Ratings)

The Tickeron Profit vs. Risk Rating rating for this company is 8 (best 1 - 100 worst), indicating low risk on high returns. The average Profit vs. Risk Rating rating for the industry is 76, placing this stock better than average.

The Tickeron SMR rating for this company is 26 (best 1 - 100 worst), indicating very strong sales and a profitable business model. SMR (Sales, Margin, Return on Equity) rating is based on comparative analysis of weighted Sales, Income Margin and Return on Equity values compared against S&P 500 index constituents. The weighted SMR value is a proprietary formula developed by Tickeron and represents an overall profitability measure for a stock.

The Tickeron Valuation Rating of 42 (best 1 - 100 worst) indicates that the company is fair valued in the industry. This rating compares market capitalization estimated by our proprietary formula with the current market capitalization. This rating is based on the following metrics, as compared to industry averages: P/B Ratio (0.327) is normal, around the industry mean (6.106). P/E Ratio (0.950) is within average values for comparable stocks, (17.186). Projected Growth (PEG Ratio) (0.859) is also within normal values, averaging (3.803). Dividend Yield (0.011) settles around the average of (0.012) among similar stocks. P/S Ratio (15.480) is also within normal values, averaging (46.468).

The Tickeron Seasonality Score of 50 (best 1 - 100 worst) indicates that the company is fair valued in the industry. The Tickeron Seasonality score describes the variance of predictable price changes around the same period every calendar year. These changes can be tied to a specific month, quarter, holiday or vacation period, as well as a meteorological or growing season.

The Tickeron Price Growth Rating for this company is 53 (best 1 - 100 worst), indicating steady price growth. TSM’s price grows at a higher rate over the last 12 months as compared to S&P 500 index constituents.

The Tickeron PE Growth Rating for this company is 97 (best 1 - 100 worst), pointing to worse than average earnings growth. The PE Growth rating is based on a comparative analysis of stock PE ratio increase over the last 12 months compared against S&P 500 index constituents.

Notable companies

The most notable companies in this group are NVIDIA Corp (NASDAQ:NVDA), Taiwan Semiconductor Manufacturing Company Ltd (NYSE:TSM), Broadcom Inc. (NASDAQ:AVGO), Micron Technology (NASDAQ:MU), Advanced Micro Devices (NASDAQ:AMD), Intel Corp (NASDAQ:INTC), Texas Instruments (NASDAQ:TXN), Analog Devices (NASDAQ:ADI), Marvell Technology (NASDAQ:MRVL), QUALCOMM (NASDAQ:QCOM).

Industry description

The semiconductor industry manufacturers all chip-related products, including research and development. These chips are used in innumerable electronic devices, including computers, cell phones, smartphones, and GPSs. Intel Corporation, NVIDIA Corp., and Broadcomm are some of the prominent players in this industry. Semiconductor companies usually tend to do well during periods of healthy economic growth, thereby inducing further research and development in the industry – which in turn augurs well for productivity and growth in the economy. In the near future, demand for semiconductor products (and possibly innovation within the segment) should only expand further, with the proliferation of 5G, autonomous vehicles, IoT, and various AI-driven electronics set to herald a new, advanced chapter in the technology-driven world as we know it. With burgeoning prospects comes great competition. In 2015, SIA estimated that U.S. semiconductor industry ranks as the second most competitive U.S. industry out of 2882 U.S. industries designated manufacturers by the U.S. Census Bureau.

Market Cap

The average market capitalization across the Semiconductors Industry is 202.26B. The market cap for tickers in the group ranges from 86.8K to 4.94T. NVDA holds the highest valuation in this group at 4.94T. The lowest valued company is STRB at 86.8K.

High and low price notable news

The average weekly price growth across all stocks in the Semiconductors Industry was -0%. For the same Industry, the average monthly price growth was -19%, and the average quarterly price growth was -16%. SIMO experienced the highest price growth at 11%, while INTC experienced the biggest fall at -24%.

Volume

The average weekly volume growth across all stocks in the Semiconductors Industry was 179%. For the same stocks of the Industry, the average monthly volume growth was 134% and the average quarterly volume growth was 2%

Fundamental Analysis Ratings

The average fundamental analysis ratings, where 1 is best and 100 is worst, are as follows

Valuation Rating: 55
P/E Growth Rating: 50
Price Growth Rating: 62
SMR Rating: 72
Profit Risk Rating: 76
Seasonality Score: 21 (-100 ... +100)
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General Information

a manufacturer of integrated circuits, silicon wafers, diodes and related semiconductor components

Industry Semiconductors

Industry
Semiconductors
Address
No. 8, Li-Hsin Road 6
Phone
+886 35636688
Employees
76907
Web
https://www.tsmc.com
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