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May 26, 2023

TSM Investment Soars with AI Trading Robot's 4.42% Profit in Tickeron's Factory

The AI trading robot developed by Trend Trader: Popular Stocks (TA&FA), which has emerged as a top performer in Tickeron's robot factory. Over the course of a week, this advanced trading robot has generated an impressive return of 4.42% for TSM (Ticker Symbol: TSM), showcasing its potential to deliver consistent gains. Supported by positive technical indicators and strong earnings, let's delve deeper into the analysis of TSM's performance.

Positive MACD Signals a Promising Outlook: A crucial technical indicator known as the Moving Average Convergence Divergence (MACD) turned positive for TSM on May 08, 2023. By studying historical instances where TSM's MACD experienced a similar upward shift, we find that the stock continued to rise in 30 out of 41 cases over the following month. This statistical analysis suggests that there is a 73% chance of a continued upward trend for TSM. Such positive signals from the MACD provide confidence to traders and investors, indicating a potential uptrend in the stock's price.

Impressive Earnings Report Bolsters Confidence: Examining TSM's recent earnings report, which was released on April 20, we find that the company surpassed market expectations. The earnings per share (EPS) for the reported quarter stood at $1.31, outperforming the estimated value of $1.22. This positive earnings surprise reflects the company's strong financial performance and efficient management of its operations. With 15.15 million shares outstanding, TSM's current market capitalization sits at an impressive $443.59 billion, showcasing its robust position in the market.

The combination of positive technical indicators and strong earnings results makes TSM an enticing prospect for traders and investors. The AI trading robot developed by Trend Trader: Popular Stocks (TA&FA) has demonstrated its ability to generate consistent returns, as exemplified by the impressive 4.42% gain it produced for TSM over a week. Additionally, the positive MACD signal and TSM's earnings beat further support the notion of a potential upward trend in the stock's price.

Related Ticker: TSM

Momentum Indicator for TSM turns positive, indicating new upward trend

TSM saw its Momentum Indicator move above the 0 level on November 28, 2025. This is an indication that the stock could be shifting in to a new upward move. Traders may want to consider buying the stock or buying call options. Tickeron's A.I.dvisor looked at 86 similar instances where the indicator turned positive. In of the 86 cases, the stock moved higher in the following days. The odds of a move higher are at .

Price Prediction Chart

Technical Analysis (Indicators)

Bullish Trend Analysis

The Moving Average Convergence Divergence (MACD) for TSM just turned positive on November 28, 2025. Looking at past instances where TSM's MACD turned positive, the stock continued to rise in of 44 cases over the following month. The odds of a continued upward trend are .

TSM moved above its 50-day moving average on November 26, 2025 date and that indicates a change from a downward trend to an upward trend.

Following a 3-day Advance, the price is estimated to grow further. Considering data from situations where TSM advanced for three days, in of 316 cases, the price rose further within the following month. The odds of a continued upward trend are .

Bearish Trend Analysis

The Stochastic Oscillator has been in the overbought zone for 1 day. Expect a price pull-back in the near future.

The 10-day moving average for TSM crossed bearishly below the 50-day moving average on November 19, 2025. This indicates that the trend has shifted lower and could be considered a sell signal. In of 15 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 .

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 of 62 cases within the following month. The odds of a continued downward trend are .

The Aroon Indicator for TSM entered a downward trend on November 20, 2025. This could indicate a strong downward move is ahead for the stock. Traders may want to consider selling the stock or buying put options.

The Tickeron Profit vs. Risk Rating rating for this company is (best 1 - 100 worst), indicating low risk on high returns. The average Profit vs. Risk Rating rating for the industry is 79, placing this stock better than average.

The Tickeron Valuation Rating of (best 1 - 100 worst) indicates that the company is slightly undervalued 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 (9.479) is normal, around the industry mean (10.485). P/E Ratio (30.083) is within average values for comparable stocks, (82.273). Projected Growth (PEG Ratio) (1.426) is also within normal values, averaging (1.720). Dividend Yield (0.010) settles around the average of (0.022) among similar stocks. P/S Ratio (13.055) is also within normal values, averaging (35.499).

The Tickeron SMR rating for this company is (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 PE Growth Rating for this company is (best 1 - 100 worst), pointing to consistent 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.

The Tickeron Price Growth Rating for this company is (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 Seasonality Score of (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.

Notable companies

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

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 102.05B. The market cap for tickers in the group ranges from 13.43K to 4.38T. NVDA holds the highest valuation in this group at 4.38T. The lowest valued company is CYBL at 13.43K.

High and low price notable news

The average weekly price growth across all stocks in the Semiconductors Industry was 8%. For the same Industry, the average monthly price growth was -9%, and the average quarterly price growth was 48%. GUER experienced the highest price growth at 37%, while NRSDY experienced the biggest fall at -9%.

Volume

The average weekly volume growth across all stocks in the Semiconductors Industry was -55%. For the same stocks of the Industry, the average monthly volume growth was -52% and the average quarterly volume growth was -56%

Fundamental Analysis Ratings

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

Valuation Rating: 53
P/E Growth Rating: 47
Price Growth Rating: 55
SMR Rating: 78
Profit Risk Rating: 79
Seasonality Score: 39 (-100 ... +100)
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These past five trading days, the stock lost 0.00% with an average daily volume of 0 shares traded.The stock tracked a drawdown of 0% for this period. TSM showed earnings on October 16, 2025. You can read more about the earnings report here.
A.I. Advisor
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General Information

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

Industry Semiconductors

Profile
Fundamentals
Details
Industry
Semiconductors
Address
No. 8, Li-Hsin Road 6
Phone
+886 35636688
Employees
61777
Web
https://www.tsmc.com
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