FUSE vs AIXI vs JPM vs BBAI vs AEYE

For growth investors, JPMorgan Chase & Co.

(JPM) is the stronger pick with 14. 6% revenue growth year-over-year, versus -98. 6% for Fusemachines Inc. (FUSE). JPMorgan Chase & Co. (JPM) offers the better valuation at 15. 8x trailing P/E (14. 0x forward), making it the more compelling value choice. Analysts rate JPMorgan Chase & Co. (JPM) a "Buy" — based on 61 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, JPMorgan Chase & Co.

(JPM) delivered a total return of +102. 5%, compared to -99. 1% for Xiao-I Corporation (AIXI). Over 10 years, the gap is even starker: JPM returned +435. 6% versus AIXI's -99. 1%. 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), JPMorgan Chase & Co.

(JPM) is the lower-risk stock at 0. 95β versus BigBear. ai Holdings, Inc. 's 3. 52β — meaning BBAI is approximately 271% more volatile than JPM relative to the S&P 500. On balance sheet safety, BigBear. ai Holdings, Inc. (BBAI) carries a lower debt/equity ratio of 4% versus 3% for AudioEye, Inc. — giving it more financial flexibility in a downturn.

By revenue growth (latest reported year), JPMorgan Chase & Co.

(JPM) is pulling ahead at 14. 6% versus -98. 6% for Fusemachines Inc. (FUSE). On earnings-per-share growth, the picture is similar: Fusemachines Inc. grew EPS 86. 1% year-over-year, compared to -361. 3% for Xiao-I Corporation. 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.

JPMorgan Chase & Co.

(JPM) is the more profitable company, earning 21. 6% net margin versus -821. 1% for Xiao-I Corporation — meaning it keeps 21. 6% of every revenue dollar as bottom-line profit. Operating margin tells a similar story: JPM leads at 27. 7% versus -783. 6% for AIXI. 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.

Analyst consensus price targets imply the most upside for BBAI: 42.

9% to $6. 00.

In this comparison, JPM (1.

6% yield) pays a dividend. FUSE, AIXI, BBAI, AEYE do not pay a meaningful dividend and should not be held primarily for income.

For long-horizon retirement investors, JPMorgan Chase & Co.

(JPM) is the stronger choice — it scores higher on the combination of lower volatility, dividend reliability, and long-term compounding (low volatility (β 0. 95), 1. 6% yield, +435. 6% 10Y return). BigBear. ai Holdings, Inc. (BBAI) carries a higher beta of 3. 52 — meaning larger drawdowns in market downturns, which matters significantly when you cannot wait years for a recovery. Both have compounded well over 10 years (JPM: +435. 6%, BBAI: -57. 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.

These companies operate in different sectors (FUSE (Technology) and AIXI (Technology) and JPM (Financial Services) and BBAI (Technology) and AEYE (Technology)), which means they face different economic cycles, regulatory environments, and macro sensitivities — making direct comparison nuanced.

In terms of investment character: FUSE is a small-cap quality compounder stock; AIXI is a small-cap quality compounder stock; JPM is a large-cap deep-value stock; BBAI is a mid-cap quality compounder stock; AEYE is a small-cap quality compounder stock. JPM pays a dividend while FUSE, AIXI, BBAI, AEYE 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.