BFRG vs AIXI vs MSFT vs IBM vs NVDA

For growth investors, NVIDIA Corporation (NVDA) is the stronger pick with 65.

5% revenue growth year-over-year, versus 7. 6% for International Business Machines Corporation (IBM). International Business Machines Corporation (IBM) offers the better valuation at 20. 7x trailing P/E (18. 6x forward), making it the more compelling value choice. Analysts rate Microsoft Corporation (MSFT) a "Buy" — based on 81 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.

On trailing P/E, International Business Machines Corporation (IBM) is the cheapest at 20.

7x versus NVIDIA Corporation at 43. 2x. On forward P/E, International Business Machines Corporation is actually cheaper at 18. 6x. The PEG ratio (P/E divided by earnings growth rate) is the most growth-adjusted single valuation metric: NVIDIA Corporation wins at 0. 27x versus International Business Machines Corporation's 1. 50x — a PEG below 1. 0 traditionally signals the market is underpricing earnings growth.

Over the past 5 years, NVIDIA Corporation (NVDA) delivered a total return of +1329%, compared to -98.

6% for Xiao-I Corporation (AIXI). Over 10 years, the gap is even starker: NVDA returned +243. 2% versus AIXI's -98. 8%. 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.

71β versus Bullfrog AI Holdings, Inc. Common Stock's 3. 05β — meaning BFRG is approximately 330% more volatile than AIXI relative to the S&P 500. On balance sheet safety, NVIDIA Corporation (NVDA) carries a lower debt/equity ratio of 7% versus 2% for International Business Machines Corporation — giving it more financial flexibility in a downturn.

By revenue growth (latest reported year), NVIDIA Corporation (NVDA) is pulling ahead at 65.

5% versus 7. 6% for International Business Machines Corporation (IBM). On earnings-per-share growth, the picture is similar: International Business Machines Corporation grew EPS 73. 7% year-over-year, compared to 15. 6% for Microsoft Corporation. Over a 3-year CAGR, BFRG leads at 225. 8% 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.

NVIDIA Corporation (NVDA) is the more profitable company, earning 55.

6% net margin versus -55. 7% for Bullfrog AI Holdings, Inc. Common Stock — meaning it keeps 55. 6% of every revenue dollar as bottom-line profit. Operating margin tells a similar story: NVDA leads at 60. 4% versus -56. 5% for BFRG. At the gross margin level — before operating expenses — NVDA leads at 71. 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.

The PEG ratio (forward P/E divided by expected earnings growth rate) is the most precise measure of undervaluation relative to growth potential.

By this metric, NVIDIA Corporation (NVDA) is the more undervalued stock at a PEG of 0. 27x versus International Business Machines Corporation's 1. 50x. A PEG below 1. 0 is traditionally considered the threshold for growth-adjusted undervaluation. On forward earnings alone, International Business Machines Corporation (IBM) trades at 18. 6x forward P/E versus 26. 0x for NVIDIA Corporation — 7. 4x cheaper on a one-year earnings basis. Analyst consensus price targets imply the most upside for IBM: 33. 9% to $309. 64.

In this comparison, IBM (2.

9% yield), MSFT (0. 8% yield) pay a dividend. BFRG, AIXI, NVDA do not pay a meaningful dividend and should not be held primarily for income.

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

85), 0. 8% yield, +776. 0% 10Y return). Bullfrog AI Holdings, Inc. Common Stock (BFRG) carries a higher beta of 3. 05 — meaning larger drawdowns in market downturns, which matters significantly when you cannot wait years for a recovery. Both have compounded well over 10 years (MSFT: +776. 0%, BFRG: -89. 8%), 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 (BFRG (Healthcare) and AIXI (Technology) and MSFT (Technology) and IBM (Technology) and NVDA (Technology)), which means they face different economic cycles, regulatory environments, and macro sensitivities — making direct comparison nuanced.

In terms of investment character: BFRG is a small-cap quality compounder stock; AIXI is a small-cap high-growth stock; MSFT is a mega-cap quality compounder stock; IBM is a large-cap quality compounder stock; NVDA is a mega-cap high-growth stock. MSFT, IBM pay a dividend while BFRG, AIXI, NVDA 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.