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MRVL or TSM or TXN
Which Stock Would AI Choose? Marvell Technology (MRVL) vs. Taiwan Semiconductor Manufacturing (TSM) vs. Texas Instruments (TXN) Stock Comparison
Key Takeaways
- MRVL has surged on AI data center demand, with recent partnerships boosting sentiment and shares up over 30% in the past year.
- TSM leads with nearly 100% one-year gains, driven by AI chip manufacturing dominance, though geopolitical risks loom.
- TXN offers stability via analog chips, with solid YTD performance around 13% amid industrial recovery signals.
- All three benefit from semiconductor tailwinds, but TSM shows strongest relative momentum, while TXN lags in growth pace.
- Recent AI-focused developments favor MRVL and TSM over TXN's broader exposure.
- Valuations reflect risks: MRVL at 30x earnings, TSM at 33x, TXN at 36x.
Introduction
This comparison examines MRVL, TSM, and TXN, key players in the semiconductor sector amid surging AI and data center demand. These stocks represent diverse strategies: custom data infrastructure chips for MRVL, pure-play foundry leadership at TSM, and analog/embedded processing stability from TXN. Traders seeking growth in AI hyperscalers and investors eyeing sector rotation will find value in analyzing their relative performance, recent catalysts, and market positioning in today's volatile environment.
MRVL Overview and Recent Performance
Marvell Technology, Inc. (MRVL) designs data infrastructure semiconductors, including Ethernet solutions, processors, and optical interconnects for data centers and networks. Recent market activity has propelled shares higher, with a 7.8% YTD gain and 34% one-year return, reflecting robust Q4 fiscal 2026 results of $2.22 billion in revenue, up 22% year-over-year. Sentiment has strengthened on AI infrastructure partnerships, such as with Lumentum for optical circuit switching and Mojo Vision for micro-LED interconnects, alongside analyst upgrades citing strong guidance. These developments underscore MRVL's pivot toward AI-driven demand, though consumer and industrial segments remain softer.
TSM Overview and Recent Performance
Taiwan Semiconductor Manufacturing Company Limited (TSM) is the world's leading contract chip manufacturer, producing advanced nodes for high-performance computing, smartphones, and AI applications. Shares have outperformed peers, delivering 13.6% YTD and nearly 98% over the past year, fueled by AI accelerator revenue exceeding half of quarterly totals and tight advanced packaging capacity. Recent weeks highlight analyst optimism for 20% upside despite Middle East tensions impacting supply chains like LNG. TSM's dominance in 5nm-and-below processes drives margins, positioning it centrally in the AI supply chain amid hyperscaler expansions.
TXN Overview and Recent Performance
Texas Instruments Incorporated (TXN) specializes in analog chips and embedded processors for industrial, automotive, and personal electronics markets. The stock has shown resilience with 12.7% YTD and 13.6% one-year returns, outpacing the S&P 500 recently on industrial revenue recovery signals. Key influences include new AI-ready microcontrollers and a Nvidia partnership for robotics, alongside Q4 earnings of $1.27 per share. While facing slower growth expectations versus AI pure-plays, TXN's focus on power management and signal chain products supports steady demand in factory automation and edge AI.
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Head-to-Head Comparison
MRVL, TSM, and TXN operate in semiconductors but diverge in models: MRVL's fabless custom silicon targets data center AI interconnects, contrasting TSM's foundry scale for broad AI/HPC chips and TXN's in-house analog for diversified end-markets. Growth drivers favor TSM and MRVL via AI catalysts, with TSM boasting superior momentum (98% vs. 34% and 14% one-year). Risks include geopolitical exposure for TSM, cyclicality for MRVL, and slower expansion for TXN. Valuation sensitivity is moderate across the board (30-36x PE), with TXN offering lower beta stability amid sector sentiment tilted toward AI leaders.
Tickeron AI Verdict
Tickeron’s AI currently favors TSM for its unmatched trend consistency in AI revenue growth, market-leading positioning, and superior relative performance, with probabilistic upside from capacity expansions. MRVL ranks closely on connectivity catalysts, while TXN suits stability seekers. Observable factors like YTD gains and sector bots underscore TSM's edge in the current environment.
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 Disclaimers and Limitations.
Long-Term Analysis
It is best to consider a long-term outlook for a ticker by using Fundamental Analysis (FA) ratings. The rating of 1 to 100, where 1 is best and 100 is worst, is divided into thirds. The first third (a green rating of 1-33) indicates that the ticker is undervalued; the second third (a grey number between 34 and 66) means that the ticker is valued fairly; and the last third (red number of 67 to 100) reflects that the ticker is undervalued. We use an FA Score to show how many ratings show the ticker to be undervalued (green) or overvalued (red).
MRVL’s FA Score shows that 1 FA rating(s) are green whileTSM’s FA Score has 3 green FA rating(s), and TXN’s FA Score reflects 4 green FA rating(s).
- MRVL’s FA Score: 1 green, 4 red.
- TSM’s FA Score: 3 green, 2 red.
- TXN’s FA Score: 4 green, 1 red.
Short-Term Analysis
It is best to consider a short-term outlook for a ticker by using Technical Analysis (TA) indicators. We use Odds of Success as the percentage of outcomes which confirm successful trade signals in the past.
If the Odds of Success (the likelihood of the continuation of a trend) for each indicator are greater than 50%, then the generated signal is confirmed. A green percentage from 90% to 51% indicates that the ticker is in a bullish trend. A red percentage from 90% - 51% indicates that the ticker is in a bearish trend. All grey percentages are below 50% and are considered not to confirm the trend signal.
MRVL’s TA Score shows that 3 TA indicator(s) are bullish while TSM’s TA Score has 5 bullish TA indicator(s), and TXN’s TA Score reflects 6 bullish TA indicator(s).
- MRVL’s TA Score: 3 bullish, 4 bearish.
- TSM’s TA Score: 5 bullish, 5 bearish.
- TXN’s TA Score: 6 bullish, 4 bearish.
Price Growth
MRVL (@Semiconductors) experienced а +8.72% price change this week, while TSM (@Semiconductors) price change was -0.03% , and TXN (@Semiconductors) price fluctuated +7.84% for the same time period.
The average weekly price growth across all stocks in the @Semiconductors industry was +10.10%. For the same industry, the average monthly price growth was +24.60%, and the average quarterly price growth was +26.97%.
Reported Earning Dates
MRVL is expected to report earnings on May 21, 2026.
TSM is expected to report earnings on Jul 16, 2026.
TXN is expected to report earnings on Apr 22, 2026.
Industries' Descriptions
@Semiconductors (+10.10% weekly)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.
| MRVL | TSM | TXN | |
| Capitalization | 129B | 1.67T | 213B |
| EBITDA | 4.54B | 2.74T | 8.25B |
| Gain YTD | 74.183 | 21.192 | 35.584 |
| P/E Ratio | 48.16 | 31.34 | 42.88 |
| Revenue | 8.2B | 3.81T | 17.7B |
| Total Cash | 2.64B | N/A | 4.88B |
| Total Debt | 4.79B | N/A | 14B |
MRVL | TSM | TXN | ||
|---|---|---|---|---|
OUTLOOK RATING 1..100 | 50 | 50 | 25 | |
VALUATION overvalued / fair valued / undervalued 1..100 | 71 Overvalued | 46 Fair valued | 14 Undervalued | |
PROFIT vs RISK RATING 1..100 | 42 | 9 | 45 | |
SMR RATING 1..100 | 45 | 26 | 32 | |
PRICE GROWTH RATING 1..100 | 35 | 39 | 8 | |
P/E GROWTH RATING 1..100 | 29 | 20 | 24 | |
SEASONALITY SCORE 1..100 | 50 | 50 | 65 |
Tickeron ratings are formulated such that a rating of 1 designates the most successful stocks in a given industry, while a rating of 100 points to the least successful stocks for that industry.
TXN's Valuation (14) in the Semiconductors industry is in the same range as TSM (46) and is somewhat better than the same rating for MRVL (71). This means that TXN's stock grew similarly to TSM’s and somewhat faster than MRVL’s over the last 12 months.
TSM's Profit vs Risk Rating (9) in the Semiconductors industry is somewhat better than the same rating for MRVL (42) and is somewhat better than the same rating for TXN (45). This means that TSM's stock grew somewhat faster than MRVL’s and somewhat faster than TXN’s over the last 12 months.
TSM's SMR Rating (26) in the Semiconductors industry is in the same range as TXN (32) and is in the same range as MRVL (45). This means that TSM's stock grew similarly to TXN’s and similarly to MRVL’s over the last 12 months.
TXN's Price Growth Rating (8) in the Semiconductors industry is in the same range as MRVL (35) and is in the same range as TSM (39). This means that TXN's stock grew similarly to MRVL’s and similarly to TSM’s over the last 12 months.
TSM's P/E Growth Rating (20) in the Semiconductors industry is in the same range as TXN (24) and is in the same range as MRVL (29). This means that TSM's stock grew similarly to TXN’s and similarly to MRVL’s over the last 12 months.
| MRVL | TSM | TXN | |
|---|---|---|---|
| RSI ODDS (%) | 4 days ago 67% | 4 days ago 57% | 4 days ago 69% |
| Stochastic ODDS (%) | 4 days ago 78% | 4 days ago 77% | 4 days ago 66% |
| Momentum ODDS (%) | 4 days ago 82% | 4 days ago 67% | 4 days ago 55% |
| MACD ODDS (%) | N/A | 4 days ago 68% | 4 days ago 52% |
| TrendWeek ODDS (%) | 4 days ago 79% | 4 days ago 65% | 4 days ago 57% |
| TrendMonth ODDS (%) | 4 days ago 82% | 4 days ago 75% | 4 days ago 52% |
| Advances ODDS (%) | 6 days ago 76% | 13 days ago 71% | 4 days ago 55% |
| Declines ODDS (%) | 22 days ago 73% | 5 days ago 62% | 22 days ago 56% |
| BollingerBands ODDS (%) | 4 days ago 74% | 4 days ago 58% | 4 days ago 69% |
| Aroon ODDS (%) | 4 days ago 85% | 4 days ago 67% | 4 days ago 45% |
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MRVL and
Correlation & Price change
A.I.dvisor indicates that over the last year, MRVL has been loosely correlated with LRCX. These tickers have moved in lockstep 65% of the time. This A.I.-generated data suggests there is some statistical probability that if MRVL jumps, then LRCX could also see price increases.
| Ticker / NAME | Correlation To MRVL | 1D Price Change % | ||
|---|---|---|---|---|
| MRVL | 100% | +5.83% | ||
| LRCX - MRVL | 65% Loosely correlated | -1.66% | ||
| ENTG - MRVL | 64% Loosely correlated | +1.96% | ||
| TOELY - MRVL | 63% Loosely correlated | -1.26% | ||
| KLAC - MRVL | 61% Loosely correlated | +0.77% | ||
| KLIC - MRVL | 61% Loosely correlated | +1.78% | ||
More | ||||
TSM and
Correlation & Price change
A.I.dvisor indicates that over the last year, TSM has been closely correlated with ASML. These tickers have moved in lockstep 74% of the time. This A.I.-generated data suggests there is a high statistical probability that if TSM jumps, then ASML could also see price increases.
| Ticker / NAME | Correlation To TSM | 1D Price Change % | ||
|---|---|---|---|---|
| TSM | 100% | -1.15% | ||
| ASML - TSM | 74% Closely correlated | +1.14% | ||
| LRCX - TSM | 73% Closely correlated | -1.66% | ||
| KLAC - TSM | 71% Closely correlated | +0.77% | ||
| MPWR - TSM | 71% Closely correlated | +1.53% | ||
| NVDA - TSM | 71% Closely correlated | +0.19% | ||
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