PFBC vs FICO vs VRSK vs HAFC

For growth investors, Fair Isaac Corporation (FICO) is the stronger pick with 15.

9% revenue growth year-over-year, versus -4. 1% for Preferred Bank (PFBC). Preferred Bank (PFBC) offers the better valuation at 9. 1x trailing P/E (8. 9x forward), making it the more compelling value choice. Analysts rate Preferred Bank (PFBC) a "Buy" — based on 10 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, Preferred Bank (PFBC) is the cheapest at 9.

1x versus Fair Isaac Corporation at 42. 6x. On forward P/E, Preferred Bank is actually cheaper at 8. 9x. The PEG ratio (P/E divided by earnings growth rate) is the most growth-adjusted single valuation metric: Preferred Bank wins at 0. 51x versus Verisk Analytics, Inc. 's 2. 68x — a PEG below 1. 0 traditionally signals the market is underpricing earnings growth.

Over the past 5 years, Fair Isaac Corporation (FICO) delivered a total return of +127.

7%, compared to +1. 8% for Verisk Analytics, Inc. (VRSK). Over 10 years, the gap is even starker: FICO returned +949. 1% versus HAFC's +76. 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), Verisk Analytics, Inc.

(VRSK) is the lower-risk stock at -0. 04β versus Hanmi Financial Corporation's 0. 92β — meaning HAFC is approximately -2662% more volatile than VRSK relative to the S&P 500. On balance sheet safety, Hanmi Financial Corporation (HAFC) carries a lower debt/equity ratio of 35% versus 16% for Verisk Analytics, Inc. — giving it more financial flexibility in a downturn.

By revenue growth (latest reported year), Fair Isaac Corporation (FICO) is pulling ahead at 15.

9% versus -4. 1% for Preferred Bank (PFBC). On earnings-per-share growth, the picture is similar: Fair Isaac Corporation grew EPS 29. 8% year-over-year, compared to -3. 3% for Verisk Analytics, Inc.. Over a 3-year CAGR, FICO leads at 13. 1% 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.

Fair Isaac Corporation (FICO) is the more profitable company, earning 32.

7% net margin versus 17. 1% for Hanmi Financial Corporation — meaning it keeps 32. 7% of every revenue dollar as bottom-line profit. Operating margin tells a similar story: FICO leads at 46. 5% versus 24. 3% for HAFC. At the gross margin level — before operating expenses — FICO leads at 82. 2%, 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, Preferred Bank (PFBC) is the more undervalued stock at a PEG of 0. 51x versus Verisk Analytics, Inc. 's 2. 68x. A PEG below 1. 0 is traditionally considered the threshold for growth-adjusted undervaluation. On forward earnings alone, Preferred Bank (PFBC) trades at 8. 9x forward P/E versus 26. 4x for Fair Isaac Corporation — 17. 5x cheaper on a one-year earnings basis. Analyst consensus price targets imply the most upside for FICO: 46. 0% to $1649. 11.

In this comparison, HAFC (3.

6% yield), PFBC (3. 1% yield), VRSK (1. 0% yield) pay a dividend. FICO does not pay a meaningful dividend and should not be held primarily for income.

For long-horizon retirement investors, Verisk Analytics, Inc.

(VRSK) is the stronger choice — it scores higher on the combination of lower volatility, dividend reliability, and long-term compounding (low volatility (β -0. 04), 1. 0% yield, +137. 1% 10Y return). Both have compounded well over 10 years (VRSK: +137. 1%, HAFC: +76. 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 (PFBC (Financial Services) and FICO (Technology) and VRSK (Industrials) and HAFC (Financial Services)), which means they face different economic cycles, regulatory environments, and macro sensitivities — making direct comparison nuanced.

In terms of investment character: PFBC is a small-cap deep-value stock; FICO is a mid-cap high-growth stock; VRSK is a mid-cap quality compounder stock; HAFC is a small-cap deep-value stock. PFBC, VRSK, HAFC pay a dividend while FICO does 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.