LAZR vs LIDR

For growth investors, AEye, Inc.

(LIDR) is the stronger pick with 15. 3% revenue growth year-over-year, versus 8. 0% for Luminar Technologies, Inc. (LAZR). Analysts rate AEye, Inc. (LIDR) a "Hold" — based on 4 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, AEye, Inc.

(LIDR) delivered a total return of -99. 4%, compared to -100. 0% for Luminar Technologies, Inc. (LAZR). Over 10 years, the gap is even starker: LIDR returned -99. 4% 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), AEye, Inc.

(LIDR) is the lower-risk stock at 2. 22β versus Luminar Technologies, Inc. 's 2. 40β — meaning LAZR is approximately 8% more volatile than LIDR relative to the S&P 500.

By revenue growth (latest reported year), AEye, Inc.

(LIDR) is pulling ahead at 15. 3% versus 8. 0% for Luminar Technologies, Inc. (LAZR). On earnings-per-share growth, the picture is similar: Luminar Technologies, Inc. grew EPS 60. 5% year-over-year, compared to -226. 7% for AEye, Inc.. Over a 3-year CAGR, LAZR leads at 33. 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.

Luminar Technologies, Inc.

(LAZR) is the more profitable company, earning -362. 3% net margin versus -145. 7% for AEye, Inc. — meaning it keeps -362. 3% of every revenue dollar as bottom-line profit. Operating margin tells a similar story: LAZR leads at -577. 0% versus -136. 2% for LIDR. At the gross margin level — before operating expenses — LAZR leads at -34. 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.

None of the stocks in this comparison currently pay a material dividend.

All are effectively zero-yield and should be held for capital appreciation rather than income.

For long-horizon retirement investors, AEye, Inc.

(LIDR) 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. 40 — meaning larger drawdowns in market downturns, which matters significantly when you cannot wait years for a recovery. Both have compounded well over 10 years (LIDR: -99. 4%, 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.

Both stocks operate in the Consumer Cyclical sector, making this a peer-level intra-sector comparison — the same macro tailwinds and headwinds will affect both.

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