PONY vs LAZR

For growth investors, Pony AI Inc.

American Depositary Shares (PONY) is the stronger pick with 20. 3% revenue growth year-over-year, versus -12. 4% for Luminar Technologies, Inc. (LAZR). Analysts rate Pony AI Inc. American Depositary Shares (PONY) a "Buy" — based on 2 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, Pony AI Inc.

American Depositary Shares (PONY) delivered a total return of -32. 1%, compared to -100. 0% for Luminar Technologies, Inc. (LAZR). Over 10 years, the gap is even starker: PONY returned -32. 1% versus LAZR's -100. 0%. 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), Luminar Technologies, Inc.

(LAZR) is the lower-risk stock at 2. 19β versus Pony AI Inc. American Depositary Shares's 3. 32β — meaning PONY is approximately 52% more volatile than LAZR relative to the S&P 500.

By revenue growth (latest reported year), Pony AI Inc.

American Depositary Shares (PONY) is pulling ahead at 20. 3% versus -12. 4% for Luminar Technologies, Inc. (LAZR). On earnings-per-share growth, the picture is similar: Pony AI Inc. American Depositary Shares grew EPS 85. 4% year-over-year, compared to 27. 2% for Luminar Technologies, Inc.. Over a 3-year CAGR, LAZR leads at 17. 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.

Pony AI Inc.

American Depositary Shares (PONY) is the more profitable company, earning -148. 9% net margin versus -572. 8% for Luminar Technologies, Inc. — meaning it keeps -148. 9% of every revenue dollar as bottom-line profit. Operating margin tells a similar story: PONY leads at -289. 8% versus -449. 6% for LAZR. At the gross margin level — before operating expenses — PONY leads at 15. 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.

In this comparison, PONY (0.

2% yield) pays a dividend. LAZR does not pay a meaningful dividend and should not be held primarily for income.

For long-horizon retirement investors, Pony AI Inc.

American Depositary Shares (PONY) is the stronger choice — it scores higher on the combination of lower volatility, dividend reliability, and long-term compounding. Luminar Technologies, Inc. (LAZR) carries a higher beta of 2. 19 — meaning larger drawdowns in market downturns, which matters significantly when you cannot wait years for a recovery. Both have compounded well over 10 years (PONY: -32. 1%, LAZR: -100. 0%), 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 (PONY (Industrials) and LAZR (Consumer Cyclical)), which means they face different economic cycles, regulatory environments, and macro sensitivities — making direct comparison nuanced.

In terms of investment character: PONY is a small-cap high-growth stock; LAZR is a small-cap quality compounder 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.