VERI vs BBAI

For growth investors, Veritone, Inc.

(VERI) is the stronger pick with -7. 3% revenue growth year-over-year, versus -19. 3% for BigBear. ai Holdings, Inc. (BBAI). 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.

Over the past 5 years, BigBear.

ai Holdings, Inc. (BBAI) delivered a total return of -57. 2%, compared to -88. 9% for Veritone, Inc. (VERI). Over 10 years, the gap is even starker: BBAI returned -57. 9% versus VERI's -83. 3%. Past returns do not guarantee future results, and the stock with the higher historical return may already have its best growth priced in.

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

ai Holdings, Inc. (BBAI) is the lower-risk stock at 3. 31β versus Veritone, Inc. 's 3. 34β — meaning VERI is approximately 1% more volatile than BBAI 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.

By revenue growth (latest reported year), Veritone, Inc.

(VERI) is pulling ahead at -7. 3% versus -19. 3% for BigBear. ai Holdings, Inc. (BBAI). On earnings-per-share growth, the picture is similar: Veritone, Inc. grew EPS 38. 4% year-over-year, compared to 35. 4% for BigBear. ai Holdings, Inc.. Over a 3-year CAGR, BBAI leads at -6. 3% 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.

Veritone, Inc.

(VERI) is the more profitable company, earning -40. 4% net margin versus -230. 2% for BigBear. ai Holdings, Inc. — meaning it keeps -40. 4% of every revenue dollar as bottom-line profit. Operating margin tells a similar story: BBAI leads at -65. 3% versus -95. 2% for VERI. At the gross margin level — before operating expenses — VERI leads at 70. 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.

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.

For long-horizon retirement investors, BigBear.

ai Holdings, Inc. (BBAI) is the stronger choice — it scores higher on the combination of lower volatility, dividend reliability, and long-term compounding. 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 (BBAI: -57. 9%, VERI: -83. 3%), 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.

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.