Software - Infrastructure
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4 / 10Stock Comparison
VERI vs IDAI vs BBAI vs AEYE
Revenue, margins, valuation, and 5-year total return — side by side.
Software - Application
Information Technology Services
Software - Application
VERI vs IDAI vs BBAI vs AEYE — Key Financials
Market cap, revenue, margins, and valuation side-by-side.
| Company Snapshot | ||||
|---|---|---|---|---|
| Industry | Software - Infrastructure | Software - Application | Information Technology Services | Software - Application |
| Market Cap | $148M | $3M | $19.73B | $100M |
| Revenue (TTM) | $98M | $4M | $127M | $40M |
| Net Income (TTM) | $-42M | $-12M | $-289M | $-3M |
| Gross Margin | 61.3% | 60.0% | 25.8% | 78.3% |
| Operating Margin | -78.0% | -183.3% | -68.3% | -7.9% |
| Total Debt | $120M | $4M | $24M | $721K |
| Cash & Equiv. | $17M | $3M | $87M | $5M |
VERI vs IDAI vs BBAI vs AEYE — Long-Term Stock Performance
Price return indexed to 100 at period start. Dividends excluded.
| Stock | Apr 21 | May 26 | Return |
|---|---|---|---|
| Veritone, Inc. (VERI) | 100 | 8.6 | -91.4% |
| T Stamp Inc. (IDAI) | 100 | 0.0 | -100.0% |
| BigBear.ai Holdings… (BBAI) | 100 | 42.9 | -57.1% |
| AudioEye, Inc. (AEYE) | 100 | 32.0 | -68.0% |
Price return only. Dividends and distributions are not included.
Quick Verdict: VERI vs IDAI vs BBAI vs AEYE
Each card shows where this stock fits in a portfolio — not just who wins on paper.
VERI lags the leaders in this set but could rank higher in a more targeted comparison.
IDAI is the #2 pick in this set and the best alternative if sleep-well-at-night and defensive is your priority.
- Lower volatility, beta 1.99, current ratio 1.12x
- Beta 1.99, current ratio 1.12x
- Beta 1.99 vs VERI's 3.34, lower leverage
BBAI is the clearest fit if your priority is income & stability.
- Dividend streak 2 yrs, beta 3.31
- +36.7% vs AEYE's -27.9%
AEYE carries the broadest edge in this set and is the clearest fit for growth exposure and long-term compounding.
- Rev growth 14.5%, EPS growth 30.6%, 3Y rev CAGR 10.5%
- 102.2% 10Y total return vs IDAI's 102.4%
- 14.5% revenue growth vs IDAI's -32.4%
- -7.6% margin vs IDAI's -316.4%
See the full category breakdown
| Category | Winner | Why |
|---|---|---|
| Growth | 14.5% revenue growth vs IDAI's -32.4% | |
| Quality / Margins | -7.6% margin vs IDAI's -316.4% | |
| Stability / Safety | Beta 1.99 vs VERI's 3.34, lower leverage | |
| Dividends | Tie | None of these 4 stocks pay a meaningful dividend |
| Momentum (1Y) | +36.7% vs AEYE's -27.9% | |
| Efficiency (ROA) | -9.5% ROA vs IDAI's -105.4%, ROIC -42.4% vs -219.6% |
VERI vs IDAI vs BBAI vs AEYE — Revenue Breakdown by Segment
How each company's revenue is distributed across its business units
VERI vs IDAI vs BBAI vs AEYE — Financial Metrics
Side-by-side numbers across 4 stocks — who leads on profitability, valuation, growth, and risk.
Who Leads Where
AEYE leads in 2 of 6 categories
BBAI leads 2 • IDAI leads 1 • VERI leads 0 • 1 tied
Explore the data ↓Income & Cash Flow (Last 12 Months)
AEYE leads this category, winning 4 of 6 comparable metrics.
Income & Cash Flow (Last 12 Months)
BBAI is the larger business by revenue, generating $127M annually — 34.2x IDAI's $4M. Profitability is closely matched — net margins range from -7.6% (AEYE) to -3.2% (IDAI). On growth, IDAI holds the edge at +70.7% YoY revenue growth, suggesting stronger near-term business momentum.
| Metric | ||||
|---|---|---|---|---|
| RevenueTrailing 12 months | $98M | $4M | $127M | $40M |
| EBITDAEarnings before interest/tax | -$44M | -$6M | -$75M | -$504,000 |
| Net IncomeAfter-tax profit | -$42M | -$12M | -$289M | -$3M |
| Free Cash FlowCash after capex | -$46M | -$8M | -$56M | $2M |
| Gross MarginGross profit ÷ Revenue | +61.3% | +60.0% | +25.8% | +78.3% |
| Operating MarginEBIT ÷ Revenue | -78.0% | -183.3% | -68.3% | -7.9% |
| Net MarginNet income ÷ Revenue | -42.6% | -3.2% | -2.3% | -7.6% |
| FCF MarginFCF ÷ Revenue | -47.1% | -2.2% | -44.3% | +5.5% |
| Rev. Growth (YoY)Latest quarter vs prior year | +32.4% | +70.7% | -0.9% | +7.9% |
| EPS Growth (YoY)Latest quarter vs prior year | +36.8% | +32.1% | +52.0% | +29.0% |
Valuation Metrics
IDAI leads this category, winning 2 of 3 comparable metrics.
Valuation Metrics
| Metric | ||||
|---|---|---|---|---|
| Market CapShares × price | $148M | $3M | $19.7B | $100M |
| Enterprise ValueMkt cap + debt − cash | $251M | $4M | $19.7B | $96M |
| Trailing P/EPrice ÷ TTM EPS | -2.12x | -0.22x | -5.09x | -32.36x |
| Forward P/EPrice ÷ next-FY EPS est. | — | — | — | — |
| PEG RatioP/E ÷ EPS growth rate | — | — | — | — |
| EV / EBITDAEnterprise value multiple | — | — | — | — |
| Price / SalesMarket cap ÷ Revenue | 1.59x | 0.89x | 154.51x | 2.49x |
| Price / BookPrice ÷ Book value/share | 5.88x | 0.86x | 24.45x | 20.91x |
| Price / FCFMarket cap ÷ FCF | — | — | — | — |
Profitability & Efficiency
AEYE leads this category, winning 6 of 9 comparable metrics.
Profitability & Efficiency
AEYE delivers a -47.8% return on equity — every $100 of shareholder capital generates $-48 in annual profit, vs $-3 for VERI. BBAI carries lower financial leverage with a 0.04x debt-to-equity ratio, signaling a more conservative balance sheet compared to VERI's 8.91x. On the Piotroski fundamental quality scale (0–9), VERI scores 4/9 vs IDAI's 1/9, reflecting mixed financial health.
| Metric | ||||
|---|---|---|---|---|
| ROE (TTM)Return on equity | -2.6% | -189.5% | -50.7% | -47.8% |
| ROA (TTM)Return on assets | -20.9% | -105.4% | -35.3% | -9.5% |
| ROICReturn on invested capital | -52.8% | -2.2% | -19.5% | -42.4% |
| ROCEReturn on capital employed | -54.4% | -194.9% | -19.6% | -17.7% |
| Piotroski ScoreFundamental quality 0–9 | 4 | 1 | 4 | 4 |
| Debt / EquityFinancial leverage | 8.91x | 1.30x | 0.04x | 0.15x |
| Net DebtTotal debt minus cash | $103M | $1M | -$63M | -$5M |
| Cash & Equiv.Liquid assets | $17M | $3M | $87M | $5M |
| Total DebtShort + long-term debt | $120M | $4M | $24M | $721,000 |
| Interest CoverageEBIT ÷ Interest expense | -7.03x | -22.08x | -18.17x | -2.79x |
Total Returns (Dividends Reinvested)
BBAI leads this category, winning 4 of 6 comparable metrics.
Total Returns (Dividends Reinvested)
A $10,000 investment in BBAI five years ago would be worth $4,308 today (with dividends reinvested), compared to $95 for IDAI. Over the past 12 months, BBAI leads with a +36.7% total return vs AEYE's -27.9%. The 3-year compound annual growth rate (CAGR) favors BBAI at 14.3% vs IDAI's -50.0% — a key indicator of consistent wealth creation.
| Metric | ||||
|---|---|---|---|---|
| YTD ReturnYear-to-date | -56.6% | -38.4% | -28.6% | -18.7% |
| 1-Year ReturnPast 12 months | +11.8% | +20.9% | +36.7% | -27.9% |
| 3-Year ReturnCumulative with dividends | -47.7% | -87.5% | +49.5% | +20.6% |
| 5-Year ReturnCumulative with dividends | -89.6% | -99.1% | -56.9% | -60.2% |
| 10-Year ReturnCumulative with dividends | -84.1% | +102.4% | -57.6% | +102.2% |
| CAGR (3Y)Annualised 3-year return | -19.5% | -50.0% | +14.3% | +6.4% |
Risk & Volatility
Evenly matched — IDAI and AEYE each lead in 1 of 2 comparable metrics.
Risk & Volatility
IDAI is the less volatile stock with a 1.99 beta — it tends to amplify market swings less than VERI's 3.34 beta. A beta below 1.0 means the stock typically moves less than the S&P 500. AEYE currently trades 49.4% from its 52-week high vs VERI's 22.1% drawdown — a narrower gap to the peak suggests stronger recent price momentum.
| Metric | ||||
|---|---|---|---|---|
| Beta (5Y)Sensitivity to S&P 500 | 3.34x | 1.99x | 3.31x | 2.29x |
| 52-Week HighHighest price in past year | $9.42 | $5.28 | $9.39 | $16.39 |
| 52-Week LowLowest price in past year | $1.22 | $1.80 | $2.96 | $5.31 |
| % of 52W HighCurrent price vs 52-week peak | +22.1% | +47.2% | +44.4% | +49.4% |
| RSI (14)Momentum oscillator 0–100 | 46.8 | 49.1 | 63.3 | 61.3 |
| Avg Volume (50D)Average daily shares traded | 2.5M | 43K | 34.6M | 194K |
Analyst Outlook
BBAI leads this category, winning 1 of 1 comparable metric.
Analyst Outlook
Analyst consensus: VERI as "Buy", BBAI as "Hold". Consensus price targets imply 260.6% upside for VERI (target: $8) vs 43.9% for BBAI (target: $6).
| Metric | ||||
|---|---|---|---|---|
| Analyst RatingConsensus buy/hold/sell | Buy | — | Hold | — |
| Price TargetConsensus 12-month target | $7.50 | — | $6.00 | — |
| # AnalystsCovering analysts | 13 | — | 4 | — |
| Dividend YieldAnnual dividend ÷ price | — | — | — | — |
| Dividend StreakConsecutive years of raises | — | — | 2 | 1 |
| Dividend / ShareAnnual DPS | — | — | — | — |
| Buyback YieldShare repurchases ÷ mkt cap | 0.0% | +2.1% | 0.0% | 0.0% |
AEYE leads in 2 of 6 categories (Income & Cash Flow, Profitability & Efficiency). BBAI leads in 2 (Total Returns, Analyst Outlook). 1 tied.
VERI vs IDAI vs BBAI vs AEYE: Key Questions Answered
8 questions · data-driven answers · updated daily
01Is VERI or IDAI or BBAI or AEYE a better buy right now?
For growth investors, AudioEye, Inc.
(AEYE) is the stronger pick with 14. 5% revenue growth year-over-year, versus -32. 4% for T Stamp Inc. (IDAI). Analysts rate Veritone, Inc. (VERI) a "Buy" — based on 13 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.
02Which is the better long-term investment — VERI or IDAI or BBAI or AEYE?
Over the past 5 years, BigBear.
ai Holdings, Inc. (BBAI) delivered a total return of -56. 9%, compared to -99. 1% for T Stamp Inc. (IDAI). Over 10 years, the gap is even starker: IDAI returned +102. 4% versus VERI's -84. 1%. Past returns do not guarantee future results, and the stock with the higher historical return may already have its best growth priced in.
03Which is safer — VERI or IDAI or BBAI or AEYE?
By beta (market sensitivity over 5 years), T Stamp Inc.
(IDAI) is the lower-risk stock at 1. 99β versus Veritone, Inc. 's 3. 34β — meaning VERI is approximately 68% more volatile than IDAI relative to the S&P 500. On balance sheet safety, BigBear. ai Holdings, Inc. (BBAI) carries a lower debt/equity ratio of 4% versus 9% for Veritone, Inc. — giving it more financial flexibility in a downturn.
04Which is growing faster — VERI or IDAI or BBAI or AEYE?
By revenue growth (latest reported year), AudioEye, Inc.
(AEYE) is pulling ahead at 14. 5% versus -32. 4% for T Stamp Inc. (IDAI). On earnings-per-share growth, the picture is similar: Veritone, Inc. grew EPS 38. 4% year-over-year, compared to 29. 3% for T Stamp Inc.. Over a 3-year CAGR, AEYE leads at 10. 5% 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.
05Which has better profit margins — VERI or IDAI or BBAI or AEYE?
AudioEye, Inc.
(AEYE) is the more profitable company, earning -7. 6% net margin versus -344. 1% for T Stamp Inc. — meaning it keeps -7. 6% of every revenue dollar as bottom-line profit. Operating margin tells a similar story: AEYE leads at -7. 9% versus -303. 9% for IDAI. At the gross margin level — before operating expenses — AEYE leads at 78. 3%, 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.
06Which pays a better dividend — VERI or IDAI or BBAI or AEYE?
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.
07Is VERI or IDAI or BBAI or AEYE better for a retirement portfolio?
For long-horizon retirement investors, T Stamp Inc.
(IDAI) is the stronger choice — it scores higher on the combination of lower volatility, dividend reliability, and long-term compounding (+102. 4% 10Y return). Veritone, Inc. (VERI) carries a higher beta of 3. 34 — meaning larger drawdowns in market downturns, which matters significantly when you cannot wait years for a recovery. Both have compounded well over 10 years (IDAI: +102. 4%, VERI: -84. 1%), 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.
08What are the main differences between VERI and IDAI and BBAI and AEYE?
Both stocks operate in the Technology sector, making this a peer-level intra-sector comparison — the same macro tailwinds and headwinds will affect both.
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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