AVGO vs TSM: Diverging Momentum in the AI Chip Supply Chain
Key Takeaways
- Different roles in the AI supply chain: AVGO designs custom accelerators (XPUs) and networking silicon, while TSM manufactures chips for nearly every major AI designer.
- Momentum has diverged: TSM has traded near record highs and is up roughly 50% year to date, while AVGO has pulled back from its 52-week high despite accelerating AI revenue.
- Both are posting exceptional AI growth: AVGO's AI semiconductor revenue surged about 221% year over year, while TSM reported roughly 50% year-over-year revenue growth.
- Valuation gap: TSM trades at a lower forward price-to-earnings (P/E) multiple, whereas AVGO carries a richer multiple tied to faster projected growth.
- Risk profiles differ: AVGO faces customer concentration and financing-related scrutiny, while TSM faces geopolitical and capital-spending concentration risks.
Setting the Context for These Two AI Plays
Investors looking to gain exposure to the ongoing artificial intelligence buildout often compare Broadcom Inc. (AVGO) with Taiwan Semiconductor Manufacturing Company (TSM). Both stand out as semiconductor leaders, yet they sit in distinct parts of the value chain. Broadcom focuses on chip design and networking products, while TSMC runs the world’s largest contract foundry, producing chips for clients including Nvidia, Apple, and AMD. This comparison looks at their performance, business models, growth drivers, and risks to clarify how each fits into today’s market environment.
Broadcom’s Recent Results and Outlook
Broadcom designs custom AI accelerators, known as XPUs, along with Ethernet networking silicon and infrastructure software that includes its VMware operations. The stock has recently lagged some peers and pulled back from its 52-week high even as fundamentals improved. In the latest fiscal quarter, revenue reached about $29.6 billion, up roughly 86% year over year, while AI semiconductor revenue jumped about 221% to $16.7 billion. I also checked this using Tickeron’s AI Screener to see how the stock compares to others in the industry.
Management has outlined an ambitious path, aiming for roughly $115 billion in AI chip revenue in fiscal 2027 and about $230 billion in fiscal 2028. Sentiment reflects both this growth and some emerging questions around a large multi-year computing agreement with Anthropic plus discussions of sizable financing packages for AI infrastructure. Analysts note customer concentration among a few major XPU buyers and gradually declining gross margins as memory-heavy chips become a larger part of the mix. Wall Street still holds a generally positive view, with the average price target sitting well above recent levels.
TSMC’s Recent Results and Outlook
Taiwan Semiconductor Manufacturing Company operates as the world’s largest dedicated semiconductor foundry, holding about 70% market share. It fabricates chips for companies such as Nvidia, Apple, and AMD without designing its own products, and it supplies advanced packaging technologies like CoWoS that are essential for building AI accelerators.
TSMC shares have recently traded near all-time highs, backed by record results. Third-quarter revenue rose about 50% year over year to a fresh high, and analysts expected a sixth straight quarter of record profit. The company lifted its 2026 capital expenditure guidance to a range of $60 billion to $64 billion and continues expanding U.S. manufacturing in Arizona while assessing further capacity additions. Analysts maintain a Strong Buy consensus, with several firms raising price targets on robust demand for high-performance computing and advanced-node chips. From what I see, the steadier momentum here stands out compared with some peers.
Direct Comparison of Business Models and Metrics
The main difference lies in their positions within the semiconductor value chain. Broadcom acts as a designer with proprietary silicon and networking intellectual property, offering direct exposure to custom AI accelerator demand but also tying much of its revenue to a small group of hyperscaler and AI-lab customers. TSMC functions as a manufacturing hub with a broader customer base, which lowers reliance on any single client yet concentrates capital and geopolitical risk in Taiwan.
Both companies are seeing strong benefits from AI infrastructure spending, although recent price action has diverged. TSM has shown stronger relative performance, trading near record highs, while AVGO has consolidated lower despite faster AI revenue growth. Valuation also varies: TSM trades at a more moderate forward earnings multiple that reflects steadier, capacity-driven growth, whereas AVGO commands a premium linked to its faster projected expansion. Key risks for AVGO center on customer concentration and financing questions; for TSM, the main concerns remain geographic concentration and execution of a large, multi-year capital program. I’m watching this closely as the valuation gap could shift with any new data points.
Exploring AI-Powered Trading Tools
In my own research process, I have found Tickeron’s AI Trading Bots useful for testing systematic strategies across volatile sectors like semiconductors. The platform offers a range of bots with different styles, timeframes, and performance histories, allowing users to review how various approaches align with current market conditions before applying them to names such as AVGO or TSM.
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TSM in upward trend: 10-day moving average broke 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 Stochastic Oscillator is in the oversold zone. Keep an eye out for a move up in the foreseeable future.
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 214 of 277 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 53 similar instances where the indicator moved out of overbought territory. In 27 of the 53 cases, the stock moved lower in the following days. This puts the odds of a move lower at 51%.
The Momentum Indicator moved below the 0 level on October 12, 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 31 of the 46 cases the stock turned lower in the days that followed. This puts the odds of success at 67%.
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 7 (best 1 - 100 worst), indicating low risk on high returns. The average Profit vs. Risk Rating rating for the industry is 74, 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 40 (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).
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a manufacturer of integrated circuits, silicon wafers, diodes and related semiconductor components
Industry Semiconductors
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