JEF vs PJT vs GS vs LAZ

For growth investors, The Goldman Sachs Group, Inc.

(GS) is the stronger pick with 17. 0% revenue growth year-over-year, versus 2. 9% for Jefferies Financial Group Inc. (JEF). Jefferies Financial Group Inc. (JEF) offers the better valuation at 18. 2x trailing P/E (14. 7x forward), making it the more compelling value choice. Analysts rate Jefferies Financial Group Inc. (JEF) a "Buy" — based on 9 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, Jefferies Financial Group Inc.

(JEF) is the cheapest at 18. 2x versus PJT Partners Inc. at 22. 9x. On forward P/E, Lazard Ltd is actually cheaper at 14. 5x — notably different from the trailing picture, reflecting expected earnings growth. The PEG ratio (P/E divided by earnings growth rate) is the most growth-adjusted single valuation metric: The Goldman Sachs Group, Inc. wins at 1. 12x versus Jefferies Financial Group Inc. 's 11. 15x — a reasonable growth-adjusted valuation.

Over the past 5 years, The Goldman Sachs Group, Inc.

(GS) delivered a total return of +164. 4%, compared to +20. 6% for Lazard Ltd (LAZ). Over 10 years, the gap is even starker: PJT returned +600. 7% versus LAZ's +100. 4%. 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), PJT Partners Inc.

(PJT) is the lower-risk stock at 1. 10β versus Jefferies Financial Group Inc. 's 1. 97β — meaning JEF is approximately 80% more volatile than PJT relative to the S&P 500. On balance sheet safety, Jefferies Financial Group Inc. (JEF) carries a lower debt/equity ratio of 17% versus 5% for The Goldman Sachs Group, Inc. — giving it more financial flexibility in a downturn.

By revenue growth (latest reported year), The Goldman Sachs Group, Inc.

(GS) is pulling ahead at 17. 0% versus 2. 9% for Jefferies Financial Group Inc. (JEF). On earnings-per-share growth, the picture is similar: The Goldman Sachs Group, Inc. grew EPS 77. 3% year-over-year, compared to -19. 0% for Lazard Ltd. 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.

The Goldman Sachs Group, Inc.

(GS) is the more profitable company, earning 11. 3% net margin versus 6. 6% for Jefferies Financial Group Inc. — meaning it keeps 11. 3% of every revenue dollar as bottom-line profit. Operating margin tells a similar story: PJT leads at 21. 2% versus 6. 3% for JEF. At the gross margin level — before operating expenses — JEF leads at 59. 7%, 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, The Goldman Sachs Group, Inc. (GS) is the more undervalued stock at a PEG of 1. 12x versus Jefferies Financial Group Inc. 's 11. 15x. A PEG below 1. 5 suggests fair-to-attractive pricing relative to expected growth. On forward earnings alone, Lazard Ltd (LAZ) trades at 14. 5x forward P/E versus 20. 5x for PJT Partners Inc. — 6. 0x cheaper on a one-year earnings basis. Analyst consensus price targets imply the most upside for JEF: 31. 6% to $67. 75.

All stocks in this comparison pay dividends.

Lazard Ltd (LAZ) offers the highest yield at 3. 8%, versus 0. 6% for PJT Partners Inc. (PJT).

For long-horizon retirement investors, PJT Partners Inc.

(PJT) is the stronger choice — it scores higher on the combination of lower volatility, dividend reliability, and long-term compounding (low volatility (β 1. 10), 0. 6% yield, +600. 7% 10Y return). Jefferies Financial Group Inc. (JEF) carries a higher beta of 1. 97 — meaning larger drawdowns in market downturns, which matters significantly when you cannot wait years for a recovery. Both have compounded well over 10 years (PJT: +600. 7%, JEF: +300. 2%), 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 Financial Services sector, making this a peer-level intra-sector comparison — the same macro tailwinds and headwinds will affect both.

In terms of investment character: JEF is a mid-cap income-oriented stock; PJT is a small-cap quality compounder stock; GS is a large-cap high-growth stock; LAZ is a small-cap income-oriented 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.