BIYA vs CLPS vs AIXI vs CODA vs GFAI

For growth investors, Coda Octopus Group, Inc.

(CODA) is the stronger pick with 30. 7% revenue growth year-over-year, versus 0. 2% for Guardforce AI Co. , Limited (GFAI). Coda Octopus Group, Inc. (CODA) offers the better valuation at 32. 2x trailing P/E (22. 5x forward), making it the more compelling value choice. Analysts rate Coda Octopus Group, Inc. (CODA) a "Buy" — based on 1 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, Coda Octopus Group, Inc.

(CODA) delivered a total return of +49. 7%, compared to -99. 5% for Guardforce AI Co. , Limited (GFAI). Over 10 years, the gap is even starker: CODA returned +844. 4% 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), Baiya International Group Inc.

Ordinary Shares (BIYA) is the lower-risk stock at -0. 71β versus Guardforce AI Co. , Limited's 2. 31β — meaning GFAI is approximately -424% more volatile than BIYA relative to the S&P 500. On balance sheet safety, Coda Octopus Group, Inc. (CODA) carries a lower debt/equity ratio of 1% versus 61% for Baiya International Group Inc. Ordinary Shares — giving it more financial flexibility in a downturn.

By revenue growth (latest reported year), Coda Octopus Group, Inc.

(CODA) is pulling ahead at 30. 7% versus 0. 2% for Guardforce AI Co. , Limited (GFAI). On earnings-per-share growth, the picture is similar: Baiya International Group Inc. Ordinary Shares grew EPS 99. 1% year-over-year, compared to -181. 4% for CLPS Incorporation. 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.

Coda Octopus Group, Inc.

(CODA) is the more profitable company, earning 15. 5% net margin versus -20. 6% for Xiao-I Corporation — meaning it keeps 15. 5% of every revenue dollar as bottom-line profit. Operating margin tells a similar story: CODA leads at 17. 1% versus -18. 5% for GFAI. At the gross margin level — before operating expenses — AIXI leads at 68. 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.

In this comparison, CLPS (14.

6% yield) pays a dividend. BIYA, AIXI, CODA, GFAI do not pay a meaningful dividend and should not be held primarily for income.

For long-horizon retirement investors, Baiya International Group Inc.

Ordinary Shares (BIYA) is the stronger choice — it scores higher on the combination of lower volatility, dividend reliability, and long-term compounding (low volatility (β -0. 71)). Guardforce AI Co. , Limited (GFAI) carries a higher beta of 2. 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 (BIYA: -72. 2%, 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 (BIYA (Technology) and CLPS (Technology) and AIXI (Technology) and CODA (Industrials) and GFAI (Industrials)), which means they face different economic cycles, regulatory environments, and macro sensitivities — making direct comparison nuanced.

In terms of investment character: BIYA is a small-cap quality compounder stock; CLPS is a small-cap high-growth stock; AIXI is a small-cap high-growth stock; CODA is a small-cap high-growth stock; GFAI is a small-cap quality compounder stock. CLPS pays a dividend while BIYA, AIXI, CODA, GFAI 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.