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Stock Comparison

AI vs BBAI vs SOUN

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

Live fundamentals10-year financials5-year price chart
AI
C3.ai, Inc.

Information Technology Services

TechnologyNYSE • US
Market Cap$1.28B
5Y Perf.+48.2%
BBAI
BigBear.ai Holdings, Inc.

Information Technology Services

TechnologyNYSE • US
Market Cap$19.73B
5Y Perf.-15.5%
SOUN
SoundHound AI, Inc.

Software - Application

TechnologyNASDAQ • US
Market Cap$4.10B
5Y Perf.+5.1%

AI vs BBAI vs SOUN — Key Financials

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

Company Snapshot
AI logoAI
BBAI logoBBAI
SOUN logoSOUN
IndustryInformation Technology ServicesInformation Technology ServicesSoftware - Application
Market Cap$1.28B$19.73B$4.10B
Revenue (TTM)$307M$127M$169M
Net Income (TTM)$-435M$-289M$-14M
Gross Margin43.5%25.8%42.4%
Operating Margin-151.7%-68.3%-13.8%
Total Debt$5M$24M$4M
Cash & Equiv.$164M$87M$248M

AI vs BBAI vs SOUNLong-Term Stock Performance

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

AI
BBAI
SOUN
StockApr 22May 26Return
C3.ai, Inc. (AI)10056.4-43.6%
BigBear.ai Holdings… (BBAI)10041.7-58.3%
SoundHound AI, Inc. (SOUN)100148.2+48.2%

Price return only. Dividends and distributions are not included.

Quick Verdict: AI vs BBAI vs SOUN

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

Bottom line: SOUN leads in 3 of 6 categories, making it the strongest pick for growth and revenue expansion and profitability and margin quality. C3.ai, Inc. is the stronger pick specifically for capital preservation and lower volatility. As sector peers, any of these can serve as alternatives in the same allocation.
AI
C3.ai, Inc.
The Income Pick

AI is the clearest fit if your priority is income & stability and sleep-well-at-night.

  • beta 2.53
  • Lower volatility, beta 2.53, Low D/E 0.6%, current ratio 6.86x
  • Beta 2.53, current ratio 6.86x
Best for: income & stability and sleep-well-at-night
BBAI
BigBear.ai Holdings, Inc.
The Momentum Pick

BBAI is the clearest fit if your priority is momentum.

  • +36.7% vs AI's -57.0%
Best for: momentum
SOUN
SoundHound AI, Inc.
The Growth Play

SOUN carries the broadest edge in this set and is the clearest fit for growth exposure and long-term compounding.

  • Rev growth 99.4%, EPS growth 96.7%, 3Y rev CAGR 75.7%
  • 28.4% 10Y total return vs BBAI's -57.6%
  • 99.4% revenue growth vs BBAI's -19.3%
Best for: growth exposure and long-term compounding
See the full category breakdown
CategoryWinnerWhy
GrowthSOUN logoSOUN99.4% revenue growth vs BBAI's -19.3%
Quality / MarginsSOUN logoSOUN-8.3% margin vs BBAI's -226.7%
Stability / SafetyAI logoAIBeta 2.53 vs SOUN's 3.58, lower leverage
DividendsTieNone of these 3 stocks pay a meaningful dividend
Momentum (1Y)BBAI logoBBAI+36.7% vs AI's -57.0%
Efficiency (ROA)SOUN logoSOUN-2.2% ROA vs AI's -48.5%, ROIC -16.8% vs -35.1%

AI vs BBAI vs SOUN — Revenue Breakdown by Segment

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

AIC3.ai, Inc.
FY 2024
License and Service
89.5%$278M
Professional Services
10.5%$32M
BBAIBigBear.ai Holdings, Inc.
FY 2024
Reportable Segment
100.0%$158M
SOUNSoundHound AI, Inc.
FY 2025
Hosted Services
64.3%$108M
Licensing
26.8%$45M
Professional Service
8.9%$15M

AI vs BBAI vs SOUN — Financial Metrics

Side-by-side numbers across 3 stocks — who leads on profitability, valuation, growth, and risk.

BEST OVERALLSOUNLAGGINGBBAI

Income & Cash Flow (Last 12 Months)

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

AI is the larger business by revenue, generating $307M annually — 2.4x BBAI's $127M. Profitability is closely matched — net margins range from -8.3% (SOUN) to -2.3% (BBAI). On growth, SOUN holds the edge at +59.4% YoY revenue growth, suggesting stronger near-term business momentum.

MetricAI logoAIC3.ai, Inc.BBAI logoBBAIBigBear.ai Holdin…SOUN logoSOUNSoundHound AI, In…
RevenueTrailing 12 months$307M$127M$169M
EBITDAEarnings before interest/tax-$455M-$75M$52M
Net IncomeAfter-tax profit-$435M-$289M-$14M
Free Cash FlowCash after capex-$127M-$56M-$77M
Gross MarginGross profit ÷ Revenue+43.5%+25.8%+42.4%
Operating MarginEBIT ÷ Revenue-151.7%-68.3%-13.8%
Net MarginNet income ÷ Revenue-141.4%-2.3%-8.3%
FCF MarginFCF ÷ Revenue-41.3%-44.3%-45.5%
Rev. Growth (YoY)Latest quarter vs prior year-46.1%-0.9%+59.4%
EPS Growth (YoY)Latest quarter vs prior year-53.2%+52.0%+113.9%
SOUN leads this category, winning 4 of 6 comparable metrics.

Valuation Metrics

AI leads this category, winning 2 of 3 comparable metrics.
MetricAI logoAIC3.ai, Inc.BBAI logoBBAIBigBear.ai Holdin…SOUN logoSOUNSoundHound AI, In…
Market CapShares × price$1.3B$19.7B$4.1B
Enterprise ValueMkt cap + debt − cash$1.1B$19.7B$3.9B
Trailing P/EPrice ÷ TTM EPS-4.28x-5.09x-278.32x
Forward P/EPrice ÷ next-FY EPS est.
PEG RatioP/E ÷ EPS growth rate
EV / EBITDAEnterprise value multiple355.51x
Price / SalesMarket cap ÷ Revenue3.30x154.51x24.30x
Price / BookPrice ÷ Book value/share1.48x24.45x8.42x
Price / FCFMarket cap ÷ FCF
AI leads this category, winning 2 of 3 comparable metrics.

Profitability & Efficiency

SOUN leads this category, winning 8 of 9 comparable metrics.

SOUN delivers a -3.5% return on equity — every $100 of shareholder capital generates $-3 in annual profit, vs $-60 for AI. AI carries lower financial leverage with a 0.01x debt-to-equity ratio, signaling a more conservative balance sheet compared to BBAI's 0.04x. On the Piotroski fundamental quality scale (0–9), BBAI scores 4/9 vs AI's 3/9, reflecting mixed financial health.

MetricAI logoAIC3.ai, Inc.BBAI logoBBAIBigBear.ai Holdin…SOUN logoSOUNSoundHound AI, In…
ROE (TTM)Return on equity-60.4%-50.7%-3.5%
ROA (TTM)Return on assets-48.5%-35.3%-2.2%
ROICReturn on invested capital-35.1%-19.5%-16.8%
ROCEReturn on capital employed-35.5%-19.6%-4.2%
Piotroski ScoreFundamental quality 0–9344
Debt / EquityFinancial leverage0.01x0.04x0.01x
Net DebtTotal debt minus cash-$160M-$63M-$244M
Cash & Equiv.Liquid assets$164M$87M$248M
Total DebtShort + long-term debt$5M$24M$4M
Interest CoverageEBIT ÷ Interest expense-18.17x-12.84x
SOUN leads this category, winning 8 of 9 comparable metrics.

Total Returns (Dividends Reinvested)

SOUN leads this category, winning 5 of 6 comparable metrics.

A $10,000 investment in SOUN five years ago would be worth $12,840 today (with dividends reinvested), compared to $1,701 for AI. Over the past 12 months, BBAI leads with a +36.7% total return vs AI's -57.0%. The 3-year compound annual growth rate (CAGR) favors SOUN at 52.4% vs AI's -20.7% — a key indicator of consistent wealth creation.

MetricAI logoAIC3.ai, Inc.BBAI logoBBAIBigBear.ai Holdin…SOUN logoSOUNSoundHound AI, In…
YTD ReturnYear-to-date-30.3%-28.6%-9.2%
1-Year ReturnPast 12 months-57.0%+36.7%+5.0%
3-Year ReturnCumulative with dividends-50.2%+49.5%+254.0%
5-Year ReturnCumulative with dividends-83.0%-56.9%+28.4%
10-Year ReturnCumulative with dividends-82.2%-57.6%+28.4%
CAGR (3Y)Annualised 3-year return-20.7%+14.3%+52.4%
SOUN leads this category, winning 5 of 6 comparable metrics.

Risk & Volatility

Evenly matched — AI and BBAI each lead in 1 of 2 comparable metrics.

AI is the less volatile stock with a 2.53 beta — it tends to amplify market swings less than SOUN's 3.58 beta. A beta below 1.0 means the stock typically moves less than the S&P 500. BBAI currently trades 44.4% from its 52-week high vs AI's 31.7% drawdown — a narrower gap to the peak suggests stronger recent price momentum.

MetricAI logoAIC3.ai, Inc.BBAI logoBBAIBigBear.ai Holdin…SOUN logoSOUNSoundHound AI, In…
Beta (5Y)Sensitivity to S&P 5002.53x3.31x3.58x
52-Week HighHighest price in past year$30.24$9.39$22.17
52-Week LowLowest price in past year$7.67$2.96$5.83
% of 52W HighCurrent price vs 52-week peak+31.7%+44.4%+43.4%
RSI (14)Momentum oscillator 0–10059.963.364.6
Avg Volume (50D)Average daily shares traded5.5M34.6M27.9M
Evenly matched — AI and BBAI each lead in 1 of 2 comparable metrics.

Analyst Outlook

Insufficient data to determine a leader in this category.

Analyst consensus: AI as "Hold", BBAI as "Hold", SOUN as "Buy". Consensus price targets imply 43.9% upside for BBAI (target: $6) vs -22.8% for AI (target: $7).

MetricAI logoAIC3.ai, Inc.BBAI logoBBAIBigBear.ai Holdin…SOUN logoSOUNSoundHound AI, In…
Analyst RatingConsensus buy/hold/sellHoldHoldBuy
Price TargetConsensus 12-month target$7.40$6.00$13.33
# AnalystsCovering analysts2848
Dividend YieldAnnual dividend ÷ price
Dividend StreakConsecutive years of raises2
Dividend / ShareAnnual DPS
Buyback YieldShare repurchases ÷ mkt cap0.0%0.0%0.0%
Insufficient data to determine a leader in this category.
Key Takeaway

SOUN leads in 3 of 6 categories (Income & Cash Flow, Profitability & Efficiency). AI leads in 1 (Valuation Metrics). 1 tied.

Best OverallSoundHound AI, Inc. (SOUN)Leads 3 of 6 categories
Loading custom metrics...

AI vs BBAI vs SOUN: Key Questions Answered

8 questions · data-driven answers · updated daily

01

Is AI or BBAI or SOUN a better buy right now?

For growth investors, SoundHound AI, Inc.

(SOUN) is the stronger pick with 99. 4% revenue growth year-over-year, versus -19. 3% for BigBear. ai Holdings, Inc. (BBAI). Analysts rate SoundHound AI, Inc. (SOUN) a "Buy" — based on 8 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 is the better long-term investment — AI or BBAI or SOUN?

Over the past 5 years, SoundHound AI, Inc.

(SOUN) delivered a total return of +28. 4%, compared to -83. 0% for C3. ai, Inc. (AI). Over 10 years, the gap is even starker: SOUN returned +28. 4% versus AI's -82. 2%. Past returns do not guarantee future results, and the stock with the higher historical return may already have its best growth priced in.

03

Which is safer — AI or BBAI or SOUN?

By beta (market sensitivity over 5 years), C3.

ai, Inc. (AI) is the lower-risk stock at 2. 53β versus SoundHound AI, Inc. 's 3. 58β — meaning SOUN is approximately 41% more volatile than AI relative to the S&P 500. On balance sheet safety, C3. ai, Inc. (AI) carries a lower debt/equity ratio of 1% versus 4% for BigBear. ai Holdings, Inc. — giving it more financial flexibility in a downturn.

04

Which is growing faster — AI or BBAI or SOUN?

By revenue growth (latest reported year), SoundHound AI, Inc.

(SOUN) is pulling ahead at 99. 4% versus -19. 3% for BigBear. ai Holdings, Inc. (BBAI). On earnings-per-share growth, the picture is similar: SoundHound AI, Inc. grew EPS 96. 7% year-over-year, compared to 4. 3% for C3. ai, Inc.. Over a 3-year CAGR, SOUN leads at 75. 7% 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.

05

Which has better profit margins — AI or BBAI or SOUN?

SoundHound AI, Inc.

(SOUN) is the more profitable company, earning -8. 3% net margin versus -230. 2% for BigBear. ai Holdings, Inc. — meaning it keeps -8. 3% of every revenue dollar as bottom-line profit. Operating margin tells a similar story: SOUN leads at -13. 8% versus -83. 4% for AI. At the gross margin level — before operating expenses — AI leads at 60. 6%, 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.

06

Which pays a better dividend — AI or BBAI or SOUN?

None of the stocks in this comparison currently pay a material dividend.

All are effectively zero-yield and should be held for capital appreciation rather than income.

07

Is AI or BBAI or SOUN better for a retirement portfolio?

For long-horizon retirement investors, SoundHound AI, Inc.

(SOUN) is the stronger choice — it scores higher on the combination of lower volatility, dividend reliability, and long-term compounding. C3. ai, Inc. (AI) carries a higher beta of 2. 53 — meaning larger drawdowns in market downturns, which matters significantly when you cannot wait years for a recovery. Both have compounded well over 10 years (SOUN: +28. 4%, AI: -82. 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.

08

What are the main differences between AI and BBAI and SOUN?

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: AI is a small-cap high-growth stock; BBAI is a mid-cap quality compounder stock; SOUN is a small-cap high-growth stock. 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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  • Sector: Technology
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  • Revenue Growth > 29%
  • Gross Margin > 25%
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