HPAIW vs BBAI vs AIOT vs GFAI vs CEVA

For growth investors, Helport AI Limited (HPAIW) is the stronger pick with 132.

4% revenue growth year-over-year, versus -19. 3% for BigBear. ai Holdings, Inc. (BBAI). Analysts rate PowerFleet, Inc. (AIOT) a "Buy" — based on 5 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, CEVA, Inc.

(CEVA) delivered a total return of -12. 8%, compared to -99. 5% for Guardforce AI Co. , Limited (GFAI). Over 10 years, the gap is even starker: CEVA returned +39. 5% versus GFAI's -99. 5%. 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), Helport AI Limited (HPAIW) is the lower-risk stock at -0.

11β versus BigBear. ai Holdings, Inc. 's 3. 31β — meaning BBAI is approximately -3054% more volatile than HPAIW relative to the S&P 500. On balance sheet safety, CEVA, Inc. (CEVA) carries a lower debt/equity ratio of 2% versus 64% for PowerFleet, Inc. — giving it more financial flexibility in a downturn.

By revenue growth (latest reported year), Helport AI Limited (HPAIW) is pulling ahead at 132.

4% versus -19. 3% for BigBear. ai Holdings, Inc. (BBAI). On earnings-per-share growth, the picture is similar: Guardforce AI Co. , Limited grew EPS 88. 3% year-over-year, compared to 27. 5% for CEVA, Inc.. Over a 3-year CAGR, AIOT leads at 42. 2% 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.

Helport AI Limited (HPAIW) is the more profitable company, earning 24.

9% net margin versus -230. 2% for BigBear. ai Holdings, Inc. — meaning it keeps 24. 9% of every revenue dollar as bottom-line profit. Operating margin tells a similar story: HPAIW leads at 31. 1% versus -65. 3% for BBAI. At the gross margin level — before operating expenses — CEVA leads at 88. 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.

Analyst consensus price targets imply the most upside for AIOT: 134.

6% to $8. 00.

In this comparison, AIOT (22.

1% yield) pays a dividend. HPAIW, BBAI, GFAI, CEVA do not pay a meaningful dividend and should not be held primarily for income.

For long-horizon retirement investors, Helport AI Limited (HPAIW) is the stronger choice — it scores higher on the combination of lower volatility, dividend reliability, and long-term compounding (low volatility (β -0.

11)). Guardforce AI Co. , Limited (GFAI) carries a higher beta of 2. 36 — meaning larger drawdowns in market downturns, which matters significantly when you cannot wait years for a recovery. Both have compounded well over 10 years (HPAIW: -77. 8%, GFAI: -99. 5%), 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.

These companies operate in different sectors (HPAIW (Technology) and BBAI (Technology) and AIOT (Technology) and GFAI (Industrials) and CEVA (Technology)), which means they face different economic cycles, regulatory environments, and macro sensitivities — making direct comparison nuanced.

In terms of investment character: HPAIW is a small-cap high-growth stock; BBAI is a mid-cap quality compounder stock; AIOT is a small-cap income-oriented stock; GFAI is a small-cap quality compounder stock; CEVA is a small-cap quality compounder stock. AIOT pays a dividend while HPAIW, BBAI, GFAI, CEVA 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.