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MSAI vs NVDA vs INTC vs AVGO vs TXN

Revenue, margins, valuation, and 5-year total return — side by side.

Live fundamentals10-year financials5-year price chart
MSAI
MultiSensor AI Holdings, Inc.

Software - Infrastructure

TechnologyNASDAQ • US
Market Cap$5M
5Y Perf.-98.5%
NVDA
NVIDIA Corporation

Semiconductors

TechnologyNASDAQ • US
Market Cap$5.14T
5Y Perf.+547.2%
INTC
Intel Corporation

Semiconductors

TechnologyNASDAQ • US
Market Cap$550.40B
5Y Perf.+122.8%
AVGO
Broadcom Inc.

Semiconductors

TechnologyNASDAQ • US
Market Cap$1.96T
5Y Perf.+645.1%
TXN
Texas Instruments Incorporated

Semiconductors

TechnologyNASDAQ • US
Market Cap$259.70B
5Y Perf.+48.3%

MSAI vs NVDA vs INTC vs AVGO vs TXN — Key Financials

Market cap, revenue, margins, and valuation side-by-side.

Company Snapshot
MSAI logoMSAI
NVDA logoNVDA
INTC logoINTC
AVGO logoAVGO
TXN logoTXN
IndustrySoftware - InfrastructureSemiconductorsSemiconductorsSemiconductorsSemiconductors
Market Cap$5M$5.14T$550.40B$1.96T$259.70B
Revenue (TTM)$6M$215.94B$53.76B$68.28B$18.44B
Net Income (TTM)$-12M$120.07B$-3.17B$24.97B$5.37B
Gross Margin19.9%71.1%35.4%67.1%57.3%
Operating Margin-217.0%60.4%-9.4%40.9%35.3%
Forward P/E25.6x105.1x36.5x37.8x
Total Debt$0.00$11.41B$46.59B$65.14B$15.39B
Cash & Equiv.$24M$10.61B$14.27B$16.18B$3.23B

MSAI vs NVDA vs INTC vs AVGO vs TXNLong-Term Stock Performance

Price return indexed to 100 at period start. Dividends excluded.

MSAI
NVDA
INTC
AVGO
TXN
StockNov 21May 26Return
MultiSensor AI Hold… (MSAI)1001.5-98.5%
NVIDIA Corporation (NVDA)100647.2+547.2%
Intel Corporation (INTC)100222.8+122.8%
Broadcom Inc. (AVGO)100745.1+645.1%
Texas Instruments I… (TXN)100148.3+48.3%

Price return only. Dividends and distributions are not included.

Quick Verdict: MSAI vs NVDA vs INTC vs AVGO vs TXN

Each card shows where this stock fits in a portfolio — not just who wins on paper.

Bottom line: NVDA leads in 4 of 7 categories (5-stock set), making it the strongest pick for growth and revenue expansion and valuation and capital efficiency. Texas Instruments Incorporated is the stronger pick specifically for capital preservation and lower volatility and dividend income and shareholder returns. INTC also leads in specific categories worth noting. As sector peers, any of these can serve as alternatives in the same allocation.
MSAI
MultiSensor AI Holdings, Inc.
The Technology Pick

MSAI lags the leaders in this set but could rank higher in a more targeted comparison.

Best for: technology exposure
NVDA
NVIDIA Corporation
The Long-Run Compounder

NVDA carries the broadest edge in this set and is the clearest fit for long-term compounding and valuation efficiency.

  • 239.0% 10Y total return vs AVGO's 29.0%
  • PEG 0.27 vs AVGO's 0.73
  • 65.5% revenue growth vs MSAI's -25.0%
  • Lower P/E (25.6x vs 37.8x)
Best for: long-term compounding and valuation efficiency
INTC
Intel Corporation
The Momentum Pick

INTC ranks third and is worth considering specifically for momentum.

  • +439.7% vs MSAI's -82.7%
Best for: momentum
AVGO
Broadcom Inc.
The Growth Play

AVGO is the clearest fit if your priority is growth exposure.

  • Rev growth 23.9%, EPS growth 287.8%, 3Y rev CAGR 24.4%
Best for: growth exposure
TXN
Texas Instruments Incorporated
The Income Pick

TXN is the #2 pick in this set and the best alternative if income & stability and sleep-well-at-night is your priority.

  • Dividend streak 22 yrs, beta 1.11, yield 1.9%
  • Lower volatility, beta 1.11, Low D/E 94.6%, current ratio 4.35x
  • Beta 1.11, yield 1.9%, current ratio 4.35x
  • Beta 1.11 vs INTC's 2.15
Best for: income & stability and sleep-well-at-night
See the full category breakdown
CategoryWinnerWhy
GrowthNVDA logoNVDA65.5% revenue growth vs MSAI's -25.0%
ValueNVDA logoNVDALower P/E (25.6x vs 37.8x)
Quality / MarginsNVDA logoNVDA55.6% margin vs MSAI's -211.0%
Stability / SafetyTXN logoTXNBeta 1.11 vs INTC's 2.15
DividendsTXN logoTXN1.9% yield, 22-year raise streak, vs NVDA's 0.0%, (2 stocks pay no dividend)
Momentum (1Y)INTC logoINTC+439.7% vs MSAI's -82.7%
Efficiency (ROA)NVDA logoNVDA58.1% ROA vs MSAI's -59.8%, ROIC 81.8% vs -113.6%

MSAI vs NVDA vs INTC vs AVGO vs TXN — Revenue Breakdown by Segment

How each company's revenue is distributed across its business units

MSAIMultiSensor AI Holdings, Inc.
FY 2025
Product
57.9%$3M
Technology Service
33.9%$2M
Ancillary Services
8.2%$453,000
NVDANVIDIA Corporation
FY 2026
Data Center
89.7%$193.7B
Gaming
7.4%$16.0B
Professional Visualization
1.5%$3.2B
Automotive
1.1%$2.3B
OEM And Other
0.3%$619M
INTCIntel Corporation
FY 2025
Client Computing Group
61.0%$32.2B
Intel Foundry Services
33.7%$17.8B
Data Center Group
32.0%$16.9B
Other Segments
6.7%$3.6B
Intersegment Eliminations
-33.5%$-17,683,000,000
AVGOBroadcom Inc.
FY 2025
Semiconductor Solutions
57.7%$36.9B
Infrastructure Software
42.3%$27.0B
TXNTexas Instruments Incorporated
FY 2025
Analog
83.9%$14.0B
Embedded Processing
16.1%$2.7B

MSAI vs NVDA vs INTC vs AVGO vs TXN — Financial Metrics

Side-by-side numbers across 5 stocks — who leads on profitability, valuation, growth, and risk.

BEST OVERALLNVDALAGGINGAVGO

Income & Cash Flow (Last 12 Months)

NVDA leads this category, winning 6 of 6 comparable metrics.

NVDA is the larger business by revenue, generating $215.9B annually — 38900.7x MSAI's $6M. NVDA is the more profitable business, keeping 55.6% of every revenue dollar as net income compared to MSAI's -2.1%. On growth, NVDA holds the edge at +73.2% YoY revenue growth, suggesting stronger near-term business momentum.

MetricMSAI logoMSAIMultiSensor AI Ho…NVDA logoNVDANVIDIA CorporationINTC logoINTCIntel CorporationAVGO logoAVGOBroadcom Inc.TXN logoTXNTexas Instruments…
RevenueTrailing 12 months$6M$215.9B$53.8B$68.3B$18.4B
EBITDAEarnings before interest/tax-$11M$133.2B$4.0B$38.8B$8.1B
Net IncomeAfter-tax profit-$12M$120.1B-$3.2B$25.0B$5.4B
Free Cash FlowCash after capex-$10M$96.7B-$3.1B$28.9B$3.7B
Gross MarginGross profit ÷ Revenue+19.9%+71.1%+35.4%+67.1%+57.3%
Operating MarginEBIT ÷ Revenue-2.2%+60.4%-9.4%+40.9%+35.3%
Net MarginNet income ÷ Revenue-2.1%+55.6%-5.9%+36.6%+29.1%
FCF MarginFCF ÷ Revenue-173.9%+44.8%-5.8%+42.3%+20.2%
Rev. Growth (YoY)Latest quarter vs prior year-0.9%+73.2%+7.2%+29.5%+18.6%
EPS Growth (YoY)Latest quarter vs prior year+66.8%+97.8%-2.8%+31.6%+32.0%
NVDA leads this category, winning 6 of 6 comparable metrics.

Valuation Metrics

NVDA leads this category, winning 3 of 7 comparable metrics.

At 43.2x trailing earnings, NVDA trades at a 50% valuation discount to AVGO's 86.5x P/E. Adjusting for growth (PEG ratio), NVDA offers better value at 0.45x vs AVGO's 1.73x — a lower PEG means you pay less per unit of expected earnings growth.

MetricMSAI logoMSAIMultiSensor AI Ho…NVDA logoNVDANVIDIA CorporationINTC logoINTCIntel CorporationAVGO logoAVGOBroadcom Inc.TXN logoTXNTexas Instruments…
Market CapShares × price$5M$5.14T$550.4B$1.96T$259.7B
Enterprise ValueMkt cap + debt − cash-$19M$5.14T$582.7B$2.00T$271.9B
Trailing P/EPrice ÷ TTM EPS-0.47x43.16x-1861.12x86.49x52.34x
Forward P/EPrice ÷ next-FY EPS est.25.55x105.10x36.45x37.76x
PEG RatioP/E ÷ EPS growth rate0.45x1.73x
EV / EBITDAEnterprise value multiple38.59x49.88x58.52x33.89x
Price / SalesMarket cap ÷ Revenue0.97x23.80x10.41x30.62x14.69x
Price / BookPrice ÷ Book value/share0.17x32.85x4.21x24.63x16.00x
Price / FCFMarket cap ÷ FCF53.17x72.67x99.77x
NVDA leads this category, winning 3 of 7 comparable metrics.

Profitability & Efficiency

NVDA leads this category, winning 6 of 9 comparable metrics.

NVDA delivers a 76.3% return on equity — every $100 of shareholder capital generates $76 in annual profit, vs $-74 for MSAI. NVDA carries lower financial leverage with a 0.07x debt-to-equity ratio, signaling a more conservative balance sheet compared to TXN's 0.95x. On the Piotroski fundamental quality scale (0–9), AVGO scores 8/9 vs MSAI's 3/9, reflecting strong financial health.

MetricMSAI logoMSAIMultiSensor AI Ho…NVDA logoNVDANVIDIA CorporationINTC logoINTCIntel CorporationAVGO logoAVGOBroadcom Inc.TXN logoTXNTexas Instruments…
ROE (TTM)Return on equity-74.4%+76.3%-2.7%+32.9%+32.5%
ROA (TTM)Return on assets-59.8%+58.1%-1.6%+14.9%+15.5%
ROICReturn on invested capital-113.6%+81.8%-0.0%+14.9%+15.8%
ROCEReturn on capital employed-53.2%+97.2%-0.0%+16.9%+19.0%
Piotroski ScoreFundamental quality 0–934687
Debt / EquityFinancial leverage0.07x0.37x0.80x0.95x
Net DebtTotal debt minus cash-$24M$807M$32.3B$49.0B$12.2B
Cash & Equiv.Liquid assets$24M$10.6B$14.3B$16.2B$3.2B
Total DebtShort + long-term debt$0$11.4B$46.6B$65.1B$15.4B
Interest CoverageEBIT ÷ Interest expense-156.42x545.03x3.71x9.24x12.06x
NVDA leads this category, winning 6 of 9 comparable metrics.

Total Returns (Dividends Reinvested)

NVDA leads this category, winning 4 of 6 comparable metrics.

A $10,000 investment in NVDA five years ago would be worth $142,893 today (with dividends reinvested), compared to $147 for MSAI. Over the past 12 months, INTC leads with a +439.7% total return vs MSAI's -82.7%. The 3-year compound annual growth rate (CAGR) favors NVDA at 93.6% vs MSAI's -76.0% — a key indicator of consistent wealth creation.

MetricMSAI logoMSAIMultiSensor AI Ho…NVDA logoNVDANVIDIA CorporationINTC logoINTCIntel CorporationAVGO logoAVGOBroadcom Inc.TXN logoTXNTexas Instruments…
YTD ReturnYear-to-date-53.2%+12.0%+178.4%+18.9%+62.3%
1-Year ReturnPast 12 months-82.7%+80.7%+439.7%+102.6%+76.5%
3-Year ReturnCumulative with dividends-98.6%+625.9%+258.3%+566.4%+83.5%
5-Year ReturnCumulative with dividends-98.5%+1328.9%+95.8%+833.6%+65.5%
10-Year ReturnCumulative with dividends-98.5%+23902.3%+299.2%+2897.3%+471.6%
CAGR (3Y)Annualised 3-year return-76.0%+93.6%+53.0%+88.2%+22.4%
NVDA leads this category, winning 4 of 6 comparable metrics.

Risk & Volatility

Evenly matched — NVDA and TXN each lead in 1 of 2 comparable metrics.

TXN is the less volatile stock with a 1.11 beta — it tends to amplify market swings less than INTC's 2.15 beta. A beta below 1.0 means the stock typically moves less than the S&P 500. NVDA currently trades 97.6% from its 52-week high vs MSAI's 6.0% drawdown — a narrower gap to the peak suggests stronger recent price momentum.

MetricMSAI logoMSAIMultiSensor AI Ho…NVDA logoNVDANVIDIA CorporationINTC logoINTCIntel CorporationAVGO logoAVGOBroadcom Inc.TXN logoTXNTexas Instruments…
Beta (5Y)Sensitivity to S&P 5001.69x1.73x2.15x1.96x1.11x
52-Week HighHighest price in past year$96.00$216.80$114.51$437.68$292.64
52-Week LowLowest price in past year$0.33$112.28$18.97$198.43$152.73
% of 52W HighCurrent price vs 52-week peak+6.0%+97.6%+95.7%+94.3%+97.5%
RSI (14)Momentum oscillator 0–10040.660.785.968.079.6
Avg Volume (50D)Average daily shares traded45K164.5M110.6M23.3M6.7M
Evenly matched — NVDA and TXN each lead in 1 of 2 comparable metrics.

Analyst Outlook

TXN leads this category, winning 2 of 2 comparable metrics.

Analyst consensus: MSAI as "Buy", NVDA as "Buy", INTC as "Hold", AVGO as "Buy", TXN as "Buy". Consensus price targets imply 31.8% upside for NVDA (target: $279) vs -29.6% for INTC (target: $77). For income investors, TXN offers the higher dividend yield at 1.92% vs AVGO's 0.56%.

MetricMSAI logoMSAIMultiSensor AI Ho…NVDA logoNVDANVIDIA CorporationINTC logoINTCIntel CorporationAVGO logoAVGOBroadcom Inc.TXN logoTXNTexas Instruments…
Analyst RatingConsensus buy/hold/sellBuyBuyHoldBuyBuy
Price TargetConsensus 12-month target$278.83$77.18$443.72$253.71
# AnalystsCovering analysts179845865
Dividend YieldAnnual dividend ÷ price+0.0%+0.6%+1.9%
Dividend StreakConsecutive years of raises1201622
Dividend / ShareAnnual DPS$0.04$2.30$5.48
Buyback YieldShare repurchases ÷ mkt cap0.0%+0.8%0.0%+0.3%+0.6%
TXN leads this category, winning 2 of 2 comparable metrics.
Key Takeaway

NVDA leads in 4 of 6 categories (Income & Cash Flow, Valuation Metrics). TXN leads in 1 (Analyst Outlook). 1 tied.

Best OverallNVIDIA Corporation (NVDA)Leads 4 of 6 categories
Loading custom metrics...

MSAI vs NVDA vs INTC vs AVGO vs TXN: Key Questions Answered

10 questions · data-driven answers · updated daily

01

Is MSAI or NVDA or INTC or AVGO or TXN a better buy right now?

For growth investors, NVIDIA Corporation (NVDA) is the stronger pick with 65.

5% revenue growth year-over-year, versus -25. 0% for MultiSensor AI Holdings, Inc. (MSAI). NVIDIA Corporation (NVDA) offers the better valuation at 43. 2x trailing P/E (25. 6x forward), making it the more compelling value choice. Analysts rate MultiSensor AI Holdings, Inc. (MSAI) a "Buy" — based on 1 analyst ratings — the highest consensus in this comparison. The "better buy" depends entirely on your goals: growth investors should weight revenue trajectory, value investors should weight P/E and PEG, and income investors should weight dividend yield and streak.

02

Which has the better valuation — MSAI or NVDA or INTC or AVGO or TXN?

On trailing P/E, NVIDIA Corporation (NVDA) is the cheapest at 43.

2x versus Broadcom Inc. at 86. 5x. On forward P/E, NVIDIA Corporation is actually cheaper at 25. 6x. The PEG ratio (P/E divided by earnings growth rate) is the most growth-adjusted single valuation metric: NVIDIA Corporation wins at 0. 27x versus Broadcom Inc. 's 0. 73x — a PEG below 1. 0 traditionally signals the market is underpricing earnings growth.

03

Which is the better long-term investment — MSAI or NVDA or INTC or AVGO or TXN?

Over the past 5 years, NVIDIA Corporation (NVDA) delivered a total return of +1329%, compared to -98.

5% for MultiSensor AI Holdings, Inc. (MSAI). Over 10 years, the gap is even starker: NVDA returned +239. 0% versus MSAI's -98. 5%. Past returns do not guarantee future results, and the stock with the higher historical return may already have its best growth priced in.

04

Which is safer — MSAI or NVDA or INTC or AVGO or TXN?

By beta (market sensitivity over 5 years), Texas Instruments Incorporated (TXN) is the lower-risk stock at 1.

11β versus Intel Corporation's 2. 15β — meaning INTC is approximately 94% more volatile than TXN relative to the S&P 500. On balance sheet safety, NVIDIA Corporation (NVDA) carries a lower debt/equity ratio of 7% versus 95% for Texas Instruments Incorporated — giving it more financial flexibility in a downturn.

05

Which is growing faster — MSAI or NVDA or INTC or AVGO or TXN?

By revenue growth (latest reported year), NVIDIA Corporation (NVDA) is pulling ahead at 65.

5% versus -25. 0% for MultiSensor AI Holdings, Inc. (MSAI). On earnings-per-share growth, the picture is similar: Broadcom Inc. grew EPS 287. 8% year-over-year, compared to 4. 8% for Texas Instruments Incorporated. Over a 3-year CAGR, NVDA leads at 100. 0% annualised revenue growth. Higher growth typically commands a higher valuation multiple — check whether the premium P/E or P/S is justified by the growth rate using the PEG ratio.

06

Which has better profit margins — MSAI or NVDA or INTC or AVGO or TXN?

NVIDIA Corporation (NVDA) is the more profitable company, earning 55.

6% net margin versus -211. 0% for MultiSensor AI Holdings, Inc. — meaning it keeps 55. 6% of every revenue dollar as bottom-line profit. Operating margin tells a similar story: NVDA leads at 60. 4% versus -217. 0% for MSAI. At the gross margin level — before operating expenses — NVDA leads at 71. 1%, reflecting greater pricing power or product mix advantage. Stronger margins indicate durable pricing power, lower cost of revenue, or higher mix of software/services. They are one of the clearest signs of business quality.

07

Is MSAI or NVDA or INTC or AVGO or TXN more undervalued right now?

The PEG ratio (forward P/E divided by expected earnings growth rate) is the most precise measure of undervaluation relative to growth potential.

By this metric, NVIDIA Corporation (NVDA) is the more undervalued stock at a PEG of 0. 27x versus Broadcom Inc. 's 0. 73x. A PEG below 1. 0 is traditionally considered the threshold for growth-adjusted undervaluation. On forward earnings alone, NVIDIA Corporation (NVDA) trades at 25. 6x forward P/E versus 105. 1x for Intel Corporation — 79. 5x cheaper on a one-year earnings basis. Analyst consensus price targets imply the most upside for NVDA: 31. 8% to $278. 83.

08

Which pays a better dividend — MSAI or NVDA or INTC or AVGO or TXN?

In this comparison, TXN (1.

9% yield), AVGO (0. 6% yield) pay a dividend. MSAI, NVDA, INTC do not pay a meaningful dividend and should not be held primarily for income.

09

Is MSAI or NVDA or INTC or AVGO or TXN better for a retirement portfolio?

For long-horizon retirement investors, Texas Instruments Incorporated (TXN) is the stronger choice — it scores higher on the combination of lower volatility, dividend reliability, and long-term compounding (low volatility (β 1.

11), 1. 9% yield, +471. 6% 10Y return). Intel Corporation (INTC) carries a higher beta of 2. 15 — meaning larger drawdowns in market downturns, which matters significantly when you cannot wait years for a recovery. Both have compounded well over 10 years (TXN: +471. 6%, INTC: +299. 2%), confirming both are viable long-term holds — but the lower-volatility option typically results in less emotional selling during corrections. Retirement portfolios generally favour predictability over maximum returns. Consult a financial advisor before making allocation decisions.

10

What are the main differences between MSAI and NVDA and INTC and AVGO and TXN?

Both stocks operate in the Technology sector, making this a peer-level intra-sector comparison — the same macro tailwinds and headwinds will affect both.

In terms of investment character: MSAI is a small-cap quality compounder stock; NVDA is a mega-cap high-growth stock; INTC is a large-cap quality compounder stock; AVGO is a mega-cap high-growth stock; TXN is a large-cap quality compounder stock. AVGO, TXN pay a dividend while MSAI, NVDA, INTC do not, making them suitable for different income and tax situations. These fundamental differences mean investors should not choose between them on a single metric — the "better stock" depends entirely on which of these characteristics aligns with your investment strategy.

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  • Market Cap > $100B
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  • Revenue Growth > 36%
  • Net Margin > 33%
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High-Growth Quality Leader

  • Sector: Technology
  • Market Cap > $100B
  • Revenue Growth > 9%
  • Net Margin > 17%
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Revenue Growth>
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(MSAI: -0.9% · NVDA: 73.2%)

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