AVGO vs TSM: One AI Stock Lags With Low-Single-Digit Gains While the Other Climbs +60% YTD
Key Takeaways
- AVGO is growing AI (artificial intelligence) semiconductor revenue rapidly but has lagged the broader market year-to-date, gaining only a low-single-digit percentage.
- TSM has rallied roughly 60% year-to-date to all-time highs, supported by record quarterly revenue and sold-out advanced manufacturing capacity.
- The two companies occupy different roles: Broadcom designs custom AI accelerators and networking chips, while TSMC is the world's largest contract chip foundry that manufactures them.
- Both depend heavily on the same AI infrastructure build-out, but they carry distinct risk profiles around customer concentration, margins, and geographic exposure.
- Sentiment and momentum currently favor TSM, while AVGO trades at a more discounted valuation relative to its own growth outlook.
Why These Two Stand Out in the AI Supply Chain
Broadcom Inc. (AVGO) and Taiwan Semiconductor Manufacturing Company Limited (TSM) rank among the key players in the semiconductor ecosystem supporting artificial intelligence. Their business models differ in meaningful ways. Broadcom focuses on designing custom AI accelerators, networking chips, and infrastructure software, whereas TSMC serves as the leading contract manufacturer for advanced chips used by firms such as Nvidia and Apple. This comparison looks at their performance, growth factors, risks, and positioning to give investors a clearer view of how the two equities stack up right now.
Broadcom's Recent Results and Share Performance
Broadcom runs two main segments: semiconductor solutions and infrastructure software, with VMware as a major component. Its custom AI accelerators, referred to as XPUs, along with Ethernet networking chips, position it as an important contributor to AI infrastructure. In the latest fiscal quarter, AI semiconductor revenue rose 221% year-over-year to $16.7 billion, which helped lift total revenue 86% to $29.6 billion. Management has outlined plans for AI revenue to reach roughly $115 billion in fiscal 2027 and around $230 billion in fiscal 2028.
Even with this progress, AVGO shares have underperformed lately, posting only low-single-digit gains for the year while the broader market moved more than 10% higher. Investor sentiment has been tempered by concerns over customer concentration, given just six XPU customers, along with potential gross margin pressure from memory-intensive designs and questions around financing tied to clients such as Anthropic and OpenAI. Analysts on Wall Street still hold a generally positive outlook, with consensus price targets sitting notably above current levels. I also checked this using Tickeron’s AI Screener to see how the stock compares to others in the industry.
TSMC's Strong Momentum and Capacity Outlook
TSMC operates as the world's largest dedicated semiconductor foundry, producing chips for customers including Nvidia, AMD, and Apple. Its advanced process technologies and packaging capabilities have positioned it to benefit directly from AI demand. In the most recent quarter, the company reported record revenue of NT$1.49 trillion (about $46.7 billion), up approximately 50% year-over-year and exceeding both guidance and analyst expectations.
TSM shares have advanced about 60% year-to-date and recently touched all-time highs, with a market capitalization near $2.1 trillion. Support has come from indications that advanced wafer capacity remains sold out through the first half of 2028, expansion plans in Arizona and potentially Texas, and early discussions around initiatives such as Elon Musk's Terafab. Analysts continue to rate the stock favorably, and Moody's recently upgraded its outlook to positive on the back of AI-driven revenue growth.
Key Differences in Business Models and Risks
The main distinction lies in where each company sits in the value chain. Broadcom generates value through design and intellectual property, which supports higher margins and a software-like element, yet it concentrates AI exposure among a limited set of large customers. TSMC builds value through manufacturing scale and process leadership, which spreads demand across more clients but involves heavy capital spending and geographic concentration in Taiwan.
Recent price action shows TSM pulling ahead with new highs driven by record results and tight capacity. AVGO, in contrast, has moved sideways to lower even as growth accelerated, as the market weighs margin and financing uncertainties. Valuation-wise, TSM carries a reasonable forward multiple given its momentum, while AVGO looks more attractively priced against its expected earnings trajectory. Risks also differ: Broadcom contends with customer concentration and financing issues, whereas TSMC faces geopolitical factors, high capital expenditures, and its Taiwan-centric footprint. From what I see, these contrasting profiles matter when weighing allocation decisions.
Current Market Sentiment and Positioning
Based on factors such as trend consistency, relative strength, and the durability of existing catalysts, the setup appears to lean toward TSM at present. Its uptrend has held more steadily, supported by strong revenue and sold-out capacity, while valuation stays reasonable relative to growth. Broadcom presents a more contrarian, valuation-oriented opportunity, though its recent price action has been less supportive. This view remains probabilistic, as shifts in earnings, guidance, or broader conditions could alter the relative standing of the two stocks. I’m watching this closely as new data emerges.
Exploring Data-Driven Trading Approaches
When evaluating stocks like these, I find it helpful to review automated strategies that align with current market conditions. Tickeron’s Trending AI Robots section provides a focused look at curated trading bots that handle a wide range of tickers and styles. The featured approaches differ in timeframe, performance metrics, and risk parameters, which can offer practical ideas for rules-based exposure without replacing individual analysis.
Disclaimer
The information on this webpage is provided for general informational and educational purposes only and is not intended as investment advice, a recommendation to purchase or sell any security, or an offer or solicitation related to investments. It does not consider your personal financial situation, goals, or risk profile, and all investing carries inherent risks, including the possibility of losing your entire investment. For more details, please review our full disclaimer.
Contributor
Harry Richardson — Algorithmic Trader & Strategy Developer Harry is an algorithmic trader specializing in impulse and breakout trading strategies across cryptocurrency and equity markets. With more than 10 years of experience in developing automated trading systems, he focuses on building structured algorithms designed to capture momentum while maintaining strict risk control. His approach combines quantitative analysis, real-market execution, and continuous performance monitoring. Vitalii prioritizes risk management, drawdown control, and strategy stability over short-term optimization, ensuring algorithms are adaptable to changing market conditions. He has developed and tested hundreds of automated strategies, working extensively with live trading environments, forward testing, and portfolio-level algorithm management. His work centers on transforming trading ideas into fully operational, scalable automated systems.
TSM in upward trend: 10-day moving average crossed above 50-day moving average on September 08, 2026
The 10-day moving average for TSM crossed bullishly above the 50-day moving average on September 08, 2026. This indicates that the trend has shifted higher and could be considered a buy signal. In 12 of 15 past instances when the 10-day crossed above the 50-day, the stock continued to move higher over the following month. The odds of a continued upward trend are 80%.
Technical Analysis (Indicators)
Bullish Trend Analysis
The Momentum Indicator moved above the 0 level on September 16, 2026. You may want to consider a long position or call options on TSM as a result. In 60 of 83 past instances where the momentum indicator moved above 0, the stock continued to climb. The odds of a continued upward trend are 72%.
The Moving Average Convergence Divergence (MACD) for TSM just turned positive on September 18, 2026. Looking at past instances where TSM's MACD turned positive, the stock continued to rise in 33 of 45 cases over the following month. The odds of a continued upward trend are 73%.
TSM moved above its 50-day moving average on September 16, 2026 date and that indicates a change from a downward trend to an upward trend.
Following a +5.79% 3-day Advance, the price is estimated to grow further. Considering data from situations where TSM advanced for three days, in 234 of 315 cases, the price rose further within the following month. The odds of a continued upward trend are 74%.
The Aroon Indicator entered an Uptrend today. In 216 of 279 cases where TSM Aroon's Indicator entered an Uptrend, the price rose further within the following month. The odds of a continued Uptrend are 77%.
Bearish Trend Analysis
The 10-day RSI Indicator for TSM moved out of overbought territory on October 07, 2026. This could be a bearish sign for the stock. Traders may want to consider selling the stock or buying put options. Tickeron's A.I.dvisor looked at 52 similar instances where the indicator moved out of overbought territory. In 28 of the 52 cases, the stock moved lower in the following days. This puts the odds of a move lower at 54%.
The Stochastic Oscillator may be shifting from an upward trend to a downward trend. In 39 of 68 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 57%.
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 6 (best 1 - 100 worst), indicating low risk on high returns. The average Profit vs. Risk Rating rating for the industry is 72, 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 PE Growth Rating for this company is 29 (best 1 - 100 worst), pointing to outstanding 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 38 (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 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 Valuation Rating of 64 (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 (11.614) is normal, around the industry mean (7.975). P/E Ratio (33.701) is within average values for comparable stocks, (165.532). Projected Growth (PEG Ratio) (0.859) is also within normal values, averaging (3.761). Dividend Yield (0.008) settles around the average of (0.007) among similar stocks. P/S Ratio (15.480) is also within normal values, averaging (45.794).
Notable companies
Industry description
Market Cap
High and low price notable news
Volume
Fundamental Analysis Ratings
The average fundamental analysis ratings, where 1 is best and 100 is worst, are as follows
Advertisement
General Information
a manufacturer of integrated circuits, silicon wafers, diodes and related semiconductor components
Industry Semiconductors
Advertisement