GLE vs AIXI vs BBAI vs AEYE

For growth investors, Xiao-I Corporation (AIXI) is the stronger pick with 18.

8% revenue growth year-over-year, versus -19. 3% for BigBear. ai Holdings, Inc. (BBAI). Global Engine Group Holding Limited Ordinary Shares (GLE) offers the better valuation at 30. 7x trailing P/E, making it the more compelling value choice. Analysts rate BigBear. ai Holdings, Inc. (BBAI) a "Hold" — based on 4 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 -56. 9%, compared to -98. 6% for Xiao-I Corporation (AIXI). Over 10 years, the gap is even starker: AEYE returned +102. 2% versus AIXI's -98. 6%. 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), Xiao-I Corporation (AIXI) is the lower-risk stock at 0.

94β versus BigBear. ai Holdings, Inc. 's 3. 31β — meaning BBAI is approximately 251% more volatile than AIXI relative to the S&P 500. On balance sheet safety, BigBear. ai Holdings, Inc. (BBAI) carries a lower debt/equity ratio of 4% versus 15% for AudioEye, Inc. — giving it more financial flexibility in a downturn.

By revenue growth (latest reported year), Xiao-I Corporation (AIXI) is pulling ahead at 18.

8% versus -19. 3% for BigBear. ai Holdings, Inc. (BBAI). On earnings-per-share growth, the picture is similar: Xiao-I Corporation grew EPS 52. 7% year-over-year, compared to -6. 7% for Global Engine Group Holding Limited Ordinary Shares. Over a 3-year CAGR, AIXI leads at 29. 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.

Global Engine Group Holding Limited Ordinary Shares (GLE) is the more profitable company, earning 5.

2% net margin versus -230. 2% for BigBear. ai Holdings, Inc. — meaning it keeps 5. 2% of every revenue dollar as bottom-line profit. Operating margin tells a similar story: GLE leads at 5. 8% versus -65. 3% for BBAI. 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.

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, Xiao-I Corporation (AIXI) is the stronger choice — it scores higher on the combination of lower volatility, dividend reliability, and long-term compounding (low volatility (β 0.

94)). BigBear. ai Holdings, Inc. (BBAI) carries a higher beta of 3. 31 — meaning larger drawdowns in market downturns, which matters significantly when you cannot wait years for a recovery. Both have compounded well over 10 years (AIXI: -98. 6%, BBAI: -57. 6%), 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.

In terms of investment character: GLE is a small-cap quality compounder stock; AIXI is a small-cap high-growth stock; BBAI is a mid-cap quality compounder stock; AEYE is a small-cap quality compounder 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.